From f9510f7019afbe31090b10c365e685f9cefaf7e0 Mon Sep 17 00:00:00 2001
From: Rajeev Jain <rajeeja@gmail.com>
Date: Wed, 15 Jul 2026 15:20:24 -0500
Subject: [PATCH 1/6] Clean up and vectorize the face_areas API

Un-deprecate compute_face_areas() as the public quadrature-capable entry
point (areas by default, return_jacobian and as_dataarray flags), rename
the internal worker to _compute_face_areas_and_jacobian, privatize the
low-level area.py helpers, and document the quadrature options. Vectorize
get_all_face_area_from_coords with prange and hoist the per-face
quadrature setup out of the loop for a 6.3x speedup with identical areas.
Closes #1571.
---
 docs/user-guide/area_calc.ipynb | 6225 ++++++++++++++++++++++-
 docs/user-guide/healpix.ipynb   | 8172 ++++++++++++++++++++++++++++++-
 test/grid/grid/test_areas.py    |    2 +-
 test/test_helpers.py            |    4 +-
 uxarray/grid/area.py            |   83 +-
 uxarray/grid/grid.py            |  127 +-
 6 files changed, 14421 insertions(+), 192 deletions(-)

diff --git a/docs/user-guide/area_calc.ipynb b/docs/user-guide/area_calc.ipynb
index 08cf5e441..0c051f36a 100644
--- a/docs/user-guide/area_calc.ipynb
+++ b/docs/user-guide/area_calc.ipynb
@@ -29,9 +29,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:00.093267Z",
+     "iopub.status.busy": "2026-07-15T18:42:00.093177Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.293660Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.293041Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
@@ -55,9 +61,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.295553Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.295372Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.504775Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.504334Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
@@ -77,14 +89,38 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.506399Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.506218Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.716457Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.716038Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "np.float64(12.566370614678554)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "t4_area = ugrid.calculate_total_face_area()\n",
     "t4_area"
@@ -108,9 +144,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 4,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.733834Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.733720Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.737352Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.736938Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "np.float64(12.571403993719983)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "t1_area = ugrid.calculate_total_face_area(quadrature_rule=\"triangular\", order=1)\n",
     "t1_area"
@@ -140,14 +194,589 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
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+     "iopub.status.busy": "2026-07-15T18:42:01.738557Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.744305Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.743843Z"
+    },
     "jupyter": {
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     }
    },
-   "outputs": [],
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+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;face_areas&#x27; (n_face: 5400)&gt; Size: 43kB\n",
+       "array([0.00211174, 0.00211221, 0.00210723, ..., 0.00210723, 0.00211221,\n",
+       "       0.00211174], shape=(5400,))\n",
+       "Dimensions without coordinates: n_face\n",
+       "Attributes:\n",
+       "    cf_role:    face_areas\n",
+       "    long_name:  Area of each face.</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_areas&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 5400</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-4cf08d9a-2d19-494b-8aac-415b13a60502' class='xr-array-in' type='checkbox' checked><label for='section-4cf08d9a-2d19-494b-8aac-415b13a60502' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.002112 0.002112 0.002107 0.002098 ... 0.002107 0.002112 0.002112</span></div><div class='xr-array-data'><pre>array([0.00211174, 0.00211221, 0.00210723, ..., 0.00210723, 0.00211221,\n",
+       "       0.00211174], shape=(5400,))</pre></div></div></li><li class='xr-section-item'><input id='section-95645ffa-f1d0-40ed-bb5c-29e643beaa7f' class='xr-section-summary-in' type='checkbox' checked /><label for='section-95645ffa-f1d0-40ed-bb5c-29e643beaa7f' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'face_areas' (n_face: 5400)> Size: 43kB\n",
+       "array([0.00211174, 0.00211221, 0.00210723, ..., 0.00210723, 0.00211221,\n",
+       "       0.00211174], shape=(5400,))\n",
+       "Dimensions without coordinates: n_face\n",
+       "Attributes:\n",
+       "    cf_role:    face_areas\n",
+       "    long_name:  Area of each face."
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "ugrid.face_areas"
    ]
@@ -158,17 +787,35 @@
    "source": [
     "### Need face area calculations with custom parameters?\n",
     "\n",
-    "For most use cases, the `Grid.face_areas` property provides the recommended approach. For advanced use cases requiring custom quadrature rules and orders, you can access the internal computation method, `Grid._compute_face_areas()`. For example, using `quadrature_rule` as \"gaussian\" and `order` as 4 would give us the following:"
+    "For most use cases, the `Grid.face_areas` property provides the recommended approach. For advanced use cases requiring custom quadrature rules and orders, use the `Grid.compute_face_areas()` method. By default it returns just the face areas; pass `return_jacobian=True` to also get the per-face Jacobian, or `as_dataarray=True` to get an `xarray.DataArray`. For example, using `quadrature_rule` as \"gaussian\" and `order` as 4 would give us the following:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 6,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.745585Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.745499Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.753432Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.753094Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "np.float64(12.566370614359112)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "all_face_areas, all_face_jacobians = ugrid._compute_face_areas(\n",
-    "    quadrature_rule=\"gaussian\", order=4\n",
+    "all_face_areas, all_face_jacobians = ugrid.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\", order=4, return_jacobian=True\n",
     ")\n",
     "g4_area = all_face_areas.sum()\n",
     "g4_area"
@@ -183,9 +830,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 7,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.754775Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.754696Z",
+     "iopub.status.idle": "2026-07-15T18:42:01.757403Z",
+     "shell.execute_reply": "2026-07-15T18:42:01.756955Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(np.float64(0.005033379360810386),\n",
+       " np.float64(3.1938185429680743e-10),\n",
+       " np.float64(6.039613253960852e-14))"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "actual_area = 4 * np.pi\n",
     "diff_t4_area = np.abs(t4_area - actual_area)\n",
@@ -215,14 +882,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:01.758580Z",
+     "iopub.status.busy": "2026-07-15T18:42:01.758500Z",
+     "iopub.status.idle": "2026-07-15T18:42:02.070199Z",
+     "shell.execute_reply": "2026-07-15T18:42:02.069627Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Vertices\n",
     "verts = [\n",
@@ -288,14 +972,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:02.071576Z",
+     "iopub.status.busy": "2026-07-15T18:42:02.071473Z",
+     "iopub.status.idle": "2026-07-15T18:42:02.084004Z",
+     "shell.execute_reply": "2026-07-15T18:42:02.083571Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Percentage correction due to line of constant latitude being one of the edges: 1.2576%\n"
+     ]
+    }
+   ],
    "source": [
     "area = vgrid.calculate_total_face_area()\n",
     "corrected_area = vgrid.calculate_total_face_area(latitude_adjusted_area=True)\n",
@@ -307,14 +1005,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:02.085609Z",
+     "iopub.status.busy": "2026-07-15T18:42:02.085488Z",
+     "iopub.status.idle": "2026-07-15T18:42:02.088551Z",
+     "shell.execute_reply": "2026-07-15T18:42:02.088021Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Area calculated using Gaussian Quadrature Order 2:  0.022165612979716153\n",
+      "Percentage difference between gaussian area above and corrected area: 1.2599%\n"
+     ]
+    }
+   ],
    "source": [
     "# Calculate the area of the triangle with lower gaussian quadrature order\n",
     "area_gaussian = vgrid.calculate_total_face_area(quadrature_rule=\"gaussian\", order=2)\n",
@@ -338,9 +1051,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:02.089834Z",
+     "iopub.status.busy": "2026-07-15T18:42:02.089746Z",
+     "iopub.status.idle": "2026-07-15T18:42:02.092441Z",
+     "shell.execute_reply": "2026-07-15T18:42:02.092089Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
@@ -392,14 +1111,1288 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:02.093729Z",
+     "iopub.status.busy": "2026-07-15T18:42:02.093647Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.676731Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.676331Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<script type=\"esms-options\">{\"shimMode\": true}</script><style>*[data-root-id],\n",
+       "*[data-root-id] > * {\n",
+       "  box-sizing: border-box;\n",
+       "  font-family: var(--jp-ui-font-family);\n",
+       "  font-size: var(--jp-ui-font-size1);\n",
+       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
+       "}\n",
+       "\n",
+       "/* Override VSCode background color */\n",
+       ".cell-output-ipywidget-background:has(\n",
+       "  > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
+       "),\n",
+       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "</style>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "(function(root) {\n",
+       "  function now() {\n",
+       "    return new Date();\n",
+       "  }\n",
+       "\n",
+       "  const force = true;\n",
+       "  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
+       "  const reloading = false;\n",
+       "  const Bokeh = root.Bokeh;\n",
+       "  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n",
+       "  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n",
+       "\n",
+       "  // Set a timeout for this load but only if we are not already initializing\n",
+       "  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n",
+       "    root._bokeh_timeout = Date.now() + 5000;\n",
+       "    root._bokeh_failed_load = false;\n",
+       "  }\n",
+       "\n",
+       "  function run_callbacks() {\n",
+       "    try {\n",
+       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
+       "        if (callback != null)\n",
+       "          callback();\n",
+       "      });\n",
+       "    } finally {\n",
+       "      delete root._bokeh_onload_callbacks;\n",
+       "    }\n",
+       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
+       "  }\n",
+       "\n",
+       "  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n",
+       "    if (css_urls == null) css_urls = [];\n",
+       "    if (js_urls == null) js_urls = [];\n",
+       "    if (js_modules == null) js_modules = [];\n",
+       "    if (js_exports == null) js_exports = {};\n",
+       "\n",
+       "    root._bokeh_onload_callbacks.push(callback);\n",
+       "\n",
+       "    if (root._bokeh_is_loading > 0) {\n",
+       "      // Don't load bokeh if it is still initializing\n",
+       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+       "      return null;\n",
+       "    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
+       "      // There is nothing to load\n",
+       "      run_callbacks();\n",
+       "      return null;\n",
+       "    }\n",
+       "\n",
+       "    function on_load() {\n",
+       "      root._bokeh_is_loading--;\n",
+       "      if (root._bokeh_is_loading === 0) {\n",
+       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
+       "        run_callbacks()\n",
+       "      }\n",
+       "    }\n",
+       "    window._bokeh_on_load = on_load\n",
+       "\n",
+       "    function on_error(e) {\n",
+       "      const src_el = e.srcElement\n",
+       "      console.error(\"failed to load \" + (src_el.href || src_el.src));\n",
+       "    }\n",
+       "\n",
+       "    const skip = [];\n",
+       "    if (window.requirejs) {\n",
+       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
+       "      root._bokeh_is_loading = css_urls.length + 0;\n",
+       "    } else {\n",
+       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
+       "    }\n",
+       "\n",
+       "    const existing_stylesheets = []\n",
+       "    const links = document.getElementsByTagName('link')\n",
+       "    for (let i = 0; i < links.length; i++) {\n",
+       "      const link = links[i]\n",
+       "      if (link.href != null) {\n",
+       "        existing_stylesheets.push(link.href)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < css_urls.length; i++) {\n",
+       "      const url = css_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (existing_stylesheets.indexOf(escaped) !== -1) {\n",
+       "        on_load()\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
+       "      document.body.appendChild(element);\n",
+       "    }    var existing_scripts = []\n",
+       "    const scripts = document.getElementsByTagName('script')\n",
+       "    for (let i = 0; i < scripts.length; i++) {\n",
+       "      var script = scripts[i]\n",
+       "      if (script.src != null) {\n",
+       "        existing_scripts.push(script.src)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < js_urls.length; i++) {\n",
+       "      const url = js_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n",
+       "      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n",
+       "      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n",
+       "      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (let i = 0; i < js_modules.length; i++) {\n",
+       "      const url = js_modules[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (const name in js_exports) {\n",
+       "      const url = js_exports[name];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.9.0.min.js\", \"https://cdn.holoviz.org/panel/1.8.10/dist/panel.min.js\"];\n",
+       "  const js_modules = [];\n",
+       "  const js_exports = {};\n",
+       "  const css_urls = [];\n",
+       "  const inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (let i = 0; i < inline_js.length; i++) {\n",
+       "        try {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "        } catch(e) {\n",
+       "          if (!reloading) {\n",
+       "            throw e;\n",
+       "          }\n",
+       "        }\n",
+       "      }\n",
+       "    } else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false;\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      // If the timeout and bokeh was not successfully loaded we reset\n",
+       "      // everything and try loading again\n",
+       "      root._bokeh_timeout = Date.now() + 5000;\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      root._bokeh_is_loading = 0;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true;\n",
+       "      root._bokeh_onload_callbacks = [];\n",
+       "      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "        if (root.Bokeh) {\n",
+       "          root.Bokeh = undefined;\n",
+       "        }\n",
+       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n",
+       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "        run_inline_js();\n",
+       "        if (Bokeh != undefined && !reloading) {\n",
+       "          const NewBokeh = root.Bokeh;\n",
+       "          if (Bokeh.versions === undefined) {\n",
+       "            Bokeh.versions = new Map();\n",
+       "          }\n",
+       "          if (NewBokeh.version !== Bokeh.version) {\n",
+       "            Bokeh[NewBokeh.version] = NewBokeh;\n",
+       "            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n",
+       "          }\n",
+       "          root.Bokeh = Bokeh;\n",
+       "        }\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = true;\n  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = false;\n  const Bokeh = root.Bokeh;\n  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.9.0.min.js\", \"https://cdn.holoviz.org/panel/1.8.10/dist/panel.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false;\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true;\n      root._bokeh_onload_callbacks = [];\n      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n        if (Bokeh != undefined && !reloading) {\n          const NewBokeh = root.Bokeh;\n          if (Bokeh.versions === undefined) {\n            Bokeh.versions = new Map();\n          }\n          if (NewBokeh.version !== Bokeh.version) {\n            Bokeh[NewBokeh.version] = NewBokeh;\n            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n          }\n          root.Bokeh = Bokeh;\n        }\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        let retries = 0;\n",
+       "        const open = () => {\n",
+       "          if (comm.active) {\n",
+       "            comm.open();\n",
+       "          } else if (retries > 3) {\n",
+       "            console.warn('Comm target never activated')\n",
+       "          } else {\n",
+       "            retries += 1\n",
+       "            setTimeout(open, 500)\n",
+       "          }\n",
+       "        }\n",
+       "        if (comm.active) {\n",
+       "          comm.open();\n",
+       "        } else {\n",
+       "          setTimeout(open, 500)\n",
+       "        }\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        })\n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
+      ],
+      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        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+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
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fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"b2ddf5d2-da2e-4199-a0bb-15ae383348b3\",\"roots\":{\"94701410-0607-4da6-bed6-fa2e06987e4f\":\"c311683a-d6fd-4c69-b7d1-e6e54ae5755a\"},\"root_ids\":[\"94701410-0607-4da6-bed6-fa2e06987e4f\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ]
+     },
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "94701410-0607-4da6-bed6-fa2e06987e4f"
+      }
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<script type=\"esms-options\">{\"shimMode\": true}</script><style>*[data-root-id],\n",
+       "*[data-root-id] > * {\n",
+       "  box-sizing: border-box;\n",
+       "  font-family: var(--jp-ui-font-family);\n",
+       "  font-size: var(--jp-ui-font-size1);\n",
+       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
+       "}\n",
+       "\n",
+       "/* Override VSCode background color */\n",
+       ".cell-output-ipywidget-background:has(\n",
+       "  > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
+       "),\n",
+       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "</style>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "(function(root) {\n",
+       "  function now() {\n",
+       "    return new Date();\n",
+       "  }\n",
+       "\n",
+       "  const force = false;\n",
+       "  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
+       "  const reloading = true;\n",
+       "  const Bokeh = root.Bokeh;\n",
+       "  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n",
+       "  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n",
+       "\n",
+       "  // Set a timeout for this load but only if we are not already initializing\n",
+       "  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n",
+       "    root._bokeh_timeout = Date.now() + 5000;\n",
+       "    root._bokeh_failed_load = false;\n",
+       "  }\n",
+       "\n",
+       "  function run_callbacks() {\n",
+       "    try {\n",
+       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
+       "        if (callback != null)\n",
+       "          callback();\n",
+       "      });\n",
+       "    } finally {\n",
+       "      delete root._bokeh_onload_callbacks;\n",
+       "    }\n",
+       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
+       "  }\n",
+       "\n",
+       "  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n",
+       "    if (css_urls == null) css_urls = [];\n",
+       "    if (js_urls == null) js_urls = [];\n",
+       "    if (js_modules == null) js_modules = [];\n",
+       "    if (js_exports == null) js_exports = {};\n",
+       "\n",
+       "    root._bokeh_onload_callbacks.push(callback);\n",
+       "\n",
+       "    if (root._bokeh_is_loading > 0) {\n",
+       "      // Don't load bokeh if it is still initializing\n",
+       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+       "      return null;\n",
+       "    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
+       "      // There is nothing to load\n",
+       "      run_callbacks();\n",
+       "      return null;\n",
+       "    }\n",
+       "\n",
+       "    function on_load() {\n",
+       "      root._bokeh_is_loading--;\n",
+       "      if (root._bokeh_is_loading === 0) {\n",
+       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
+       "        run_callbacks()\n",
+       "      }\n",
+       "    }\n",
+       "    window._bokeh_on_load = on_load\n",
+       "\n",
+       "    function on_error(e) {\n",
+       "      const src_el = e.srcElement\n",
+       "      console.error(\"failed to load \" + (src_el.href || src_el.src));\n",
+       "    }\n",
+       "\n",
+       "    const skip = [];\n",
+       "    if (window.requirejs) {\n",
+       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
+       "      root._bokeh_is_loading = css_urls.length + 0;\n",
+       "    } else {\n",
+       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
+       "    }\n",
+       "\n",
+       "    const existing_stylesheets = []\n",
+       "    const links = document.getElementsByTagName('link')\n",
+       "    for (let i = 0; i < links.length; i++) {\n",
+       "      const link = links[i]\n",
+       "      if (link.href != null) {\n",
+       "        existing_stylesheets.push(link.href)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < css_urls.length; i++) {\n",
+       "      const url = css_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (existing_stylesheets.indexOf(escaped) !== -1) {\n",
+       "        on_load()\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
+       "      document.body.appendChild(element);\n",
+       "    }    var existing_scripts = []\n",
+       "    const scripts = document.getElementsByTagName('script')\n",
+       "    for (let i = 0; i < scripts.length; i++) {\n",
+       "      var script = scripts[i]\n",
+       "      if (script.src != null) {\n",
+       "        existing_scripts.push(script.src)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < js_urls.length; i++) {\n",
+       "      const url = js_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n",
+       "      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n",
+       "      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n",
+       "      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (let i = 0; i < js_modules.length; i++) {\n",
+       "      const url = js_modules[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (const name in js_exports) {\n",
+       "      const url = js_exports[name];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n",
+       "  const js_modules = [];\n",
+       "  const js_exports = {};\n",
+       "  const css_urls = [];\n",
+       "  const inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (let i = 0; i < inline_js.length; i++) {\n",
+       "        try {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "        } catch(e) {\n",
+       "          if (!reloading) {\n",
+       "            throw e;\n",
+       "          }\n",
+       "        }\n",
+       "      }\n",
+       "    } else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false;\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      // If the timeout and bokeh was not successfully loaded we reset\n",
+       "      // everything and try loading again\n",
+       "      root._bokeh_timeout = Date.now() + 5000;\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      root._bokeh_is_loading = 0;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true;\n",
+       "      root._bokeh_onload_callbacks = [];\n",
+       "      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "        if (root.Bokeh) {\n",
+       "          root.Bokeh = undefined;\n",
+       "        }\n",
+       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n",
+       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "        run_inline_js();\n",
+       "        if (Bokeh != undefined && !reloading) {\n",
+       "          const NewBokeh = root.Bokeh;\n",
+       "          if (Bokeh.versions === undefined) {\n",
+       "            Bokeh.versions = new Map();\n",
+       "          }\n",
+       "          if (NewBokeh.version !== Bokeh.version) {\n",
+       "            Bokeh[NewBokeh.version] = NewBokeh;\n",
+       "            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n",
+       "          }\n",
+       "          root.Bokeh = Bokeh;\n",
+       "        }\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = false;\n  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = true;\n  const Bokeh = root.Bokeh;\n  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false;\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true;\n      root._bokeh_onload_callbacks = [];\n      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n        if (Bokeh != undefined && !reloading) {\n          const NewBokeh = root.Bokeh;\n          if (Bokeh.versions === undefined) {\n            Bokeh.versions = new Map();\n          }\n          if (NewBokeh.version !== Bokeh.version) {\n            Bokeh[NewBokeh.version] = NewBokeh;\n            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n          }\n          root.Bokeh = Bokeh;\n        }\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        let retries = 0;\n",
+       "        const open = () => {\n",
+       "          if (comm.active) {\n",
+       "            comm.open();\n",
+       "          } else if (retries > 3) {\n",
+       "            console.warn('Comm target never activated')\n",
+       "          } else {\n",
+       "            retries += 1\n",
+       "            setTimeout(open, 500)\n",
+       "          }\n",
+       "        }\n",
+       "        if (comm.active) {\n",
+       "          comm.open();\n",
+       "        } else {\n",
+       "          setTimeout(open, 500)\n",
+       "        }\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        })\n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
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300px));\\n}\",{\"id\":\"a8c65118-c9a5-4720-9c4b-4df3293e23f5\"},{\"id\":\"6490aab5-518a-4143-88fd-2b6b3f8a5773\"},{\"id\":\"0aee7dfe-f5c2-452b-b7e5-9b58dc15f855\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"0447204d-2acf-41c9-9dff-3ec5e8138137\",\"roots\":{\"7a52a20f-a767-4c77-ac26-6c32fc2ddbd2\":\"c7965b6c-d426-4240-bc94-97563871de3f\"},\"root_ids\":[\"7a52a20f-a767-4c77-ac26-6c32fc2ddbd2\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "7a52a20f-a767-4c77-ac26-6c32fc2ddbd2"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "verts_grid = ux.open_grid(faces_verts_ndarray, latlon=True)\n",
     "\n",
@@ -409,18 +2402,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {
     "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.678060Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.677967Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.682171Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.681711Z"
+    },
     "jupyter": {
      "outputs_hidden": false
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Area: [0.14323746 0.25118746 0.12141312]\n",
+      "Corrected Area: [0.14354712 0.25042962 0.12190143]\n",
+      "Total Percentage Difference: [ 0.2161859  -0.30170321  0.40218883]\n"
+     ]
+    }
+   ],
    "source": [
-    "area, _ = verts_grid._compute_face_areas()\n",
+    "area, _ = verts_grid.compute_face_areas(return_jacobian=True)\n",
     "print(\"Area:\", area)\n",
-    "corrected_area, _ = verts_grid._compute_face_areas(latitude_adjusted_area=True)\n",
+    "corrected_area, _ = verts_grid.compute_face_areas(\n",
+    "    latitude_adjusted_area=True, return_jacobian=True\n",
+    ")\n",
     "print(\"Corrected Area:\", corrected_area)\n",
     "\n",
     "total_percentage_difference = ((corrected_area - area) / area) * 100\n",
@@ -469,9 +2480,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 14,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.683569Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.683480Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.686993Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.686559Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The area of the spherical rectangle is approximately 1.132592 steradians\n",
+      "The area of the spherical rectangle is approximately 45971520.05 square kilometers\n"
+     ]
+    }
+   ],
    "source": [
     "def theoretical_spherical_rectangle_area(lons, lats, radius=1):\n",
     "    \"\"\"\n",
@@ -520,9 +2547,109 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 15,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.688091Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.688009Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.746370Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.745963Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='0534c627-d93e-48ae-a092-43ce8037822b'>\n",
+       "  <div id=\"b7a552bf-f434-4588-995e-ef9c0a380bea\" data-root-id=\"0534c627-d93e-48ae-a092-43ce8037822b\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"bea650a0-d6cc-4e5b-86ff-ac959b06636e\":{\"version\":\"3.9.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"46234546-77b9-4631-a71c-0d0d16cf8d80\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"d7d6039c-f1a6-49d2-9647-fa4883b3370f\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"Row\",\"id\":\"0534c627-d93e-48ae-a092-43ce8037822b\",\"attributes\":{\"name\":\"Row00415\",\"tags\":[\"embedded\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 300px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"cfc522eb-3a59-4bd8-841a-2ad60397448b\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/css/loading.css?v=1.8.10\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"4a5718fe-2aa1-4c09-ae5b-d9a7a3e83c17\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"251ef1d4-7d22-4b62-a102-f520b3a55bae\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"1673b4bd-c36f-4c89-b7c7-4d985e28d699\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/theme/native.css\"}}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"03da66e3-9a23-4427-b93f-1869129fa807\",\"attributes\":{\"name\":\"HSpacer00419\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 300px));\\n}\",{\"id\":\"cfc522eb-3a59-4bd8-841a-2ad60397448b\"},{\"id\":\"251ef1d4-7d22-4b62-a102-f520b3a55bae\"},{\"id\":\"1673b4bd-c36f-4c89-b7c7-4d985e28d699\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}},{\"type\":\"object\",\"name\":\"Figure\",\"id\":\"6320e883-8c3e-4ffa-af1f-b9d908e5e4ab\",\"attributes\":{\"width\":null,\"height\":null,\"margin\":[5,10],\"sizing_mode\":\"fixed\",\"align\":\"start\",\"x_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"5b206607-5173-423f-9942-b1b66ea1f4cb\",\"attributes\":{\"name\":\"Longitude\",\"tags\":[[[\"Longitude\",null]],[]],\"start\":2.0000009999999975,\"end\":97.999999,\"reset_start\":2.0000009999999975,\"reset_end\":97.999999}},\"y_range\":{\"type\":\"object\",\"name\":\"Range1d\",\"id\":\"df97199a-726f-48eb-9a89-aafac2e24b41\",\"attributes\":{\"name\":\"Latitude\",\"tags\":[[[\"Latitude\",null]],{\"type\":\"map\",\"entries\":[[\"invert_yaxis\",false],[\"autorange\",false]]}],\"start\":3.8750009999999993,\"end\":86.124999,\"reset_start\":3.8750009999999993,\"reset_end\":86.124999}},\"x_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"b2bc9cba-3d3d-483d-b362-bc339ffc04bc\"},\"y_scale\":{\"type\":\"object\",\"name\":\"LinearScale\",\"id\":\"937a7b4d-4a97-4219-a2d5-6682b3d3697e\"},\"title\":{\"type\":\"object\",\"name\":\"Title\",\"id\":\"506f0346-d6fa-4ad9-84bf-d6fbddd47e6d\",\"attributes\":{\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"ec9608d0-8c27-40d4-b43b-1d368598c52b\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"42d43676-e239-46c5-b170-5c8d8f0cc4a5\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"634a1767-67ac-463b-8ccf-f6cd71a45f15\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"c216466c-f011-45cc-8e29-b63dd8933cbd\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAA/2NgAIKGMAcQxcCggkrDxIE0APpZtTEoAAAA\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[\"ys\",[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAA/2NgAIEQBzAFp1WgfBgd4gAA30bz3SgAAAA=\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"c599decf-8a34-47d2-93d5-2f48e4cae3fa\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"ec87a990-2dc0-44ad-8f25-362c4bad593a\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"619886fe-0d36-4ba2-932f-0344f3a3f727\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"f00c5835-ad0f-4453-bdfd-c7b8edb88ceb\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"black\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"1c4d76b8-9e5c-48a5-9170-3d42c08dfba8\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"33ec1b63-beac-493f-a58c-07ff9a4afe02\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"4448e40d-f7ff-4cd1-9bd3-27428e634f78\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"ae3029d4-afd0-4a92-8039-dc143740056c\",\"attributes\":{\"renderers\":\"auto\",\"zoom_on_axis\":false}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"4b19c71d-2541-4d20-8b05-4ed9fada9fca\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"4e60059e-149e-4787-8895-10847115c9f8\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"3efb0445-1a97-47a2-a219-b58c94b57fad\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"c787edab-1e3b-4d2e-8b91-716d69d6e36b\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"ea4bb3c3-49b7-47f6-b638-26210c450d4d\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"4dff9c31-1f87-4ffc-93a7-bbacf0c25799\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"06bd4350-6559-4e77-b9aa-36728b2bb24a\"}],\"active_drag\":{\"id\":\"4dff9c31-1f87-4ffc-93a7-bbacf0c25799\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"b4212a8e-86df-44bf-b602-466e6bc4b7f8\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"7abd7e6e-0b01-4d49-83ea-a14fc3c39309\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"d0801375-6395-4f9c-ba21-fcfb82d0c3c7\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"56146aed-ca20-4c68-a8c2-476d129ea04f\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"4eedcdb6-86eb-4d1c-b5c9-f123e974ba47\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"2e6dbd4c-5afa-444d-8d2b-ada012c67bbd\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"85eb9761-b607-45a8-8f02-33c5266b1a48\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"db1af1ad-7bc6-472d-b85c-9755770fd990\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"ca2152a8-8be9-4ce3-909c-e2920a87fb89\",\"attributes\":{\"axis\":{\"id\":\"4eedcdb6-86eb-4d1c-b5c9-f123e974ba47\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"b92342cf-7244-47f2-96a1-daa3d58d6af4\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"b4212a8e-86df-44bf-b602-466e6bc4b7f8\"},\"grid_line_color\":null}}],\"frame_width\":350,\"frame_height\":300,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"ff3c8f6f-cd4e-4da2-8d74-30bf23a8fe17\",\"attributes\":{\"name\":\"HSpacer00420\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 300px));\\n}\",{\"id\":\"cfc522eb-3a59-4bd8-841a-2ad60397448b\"},{\"id\":\"251ef1d4-7d22-4b62-a102-f520b3a55bae\"},{\"id\":\"1673b4bd-c36f-4c89-b7c7-4d985e28d699\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"bea650a0-d6cc-4e5b-86ff-ac959b06636e\",\"roots\":{\"0534c627-d93e-48ae-a092-43ce8037822b\":\"b7a552bf-f434-4588-995e-ef9c0a380bea\"},\"root_ids\":[\"0534c627-d93e-48ae-a092-43ce8037822b\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "0534c627-d93e-48ae-a092-43ce8037822b"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Define face-node connectivity and create/plot a uxarray object face\n",
     "face_node_connectivity = np.array([[0, 1, 2, 3]])\n",
@@ -538,29 +2665,63 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
+   "execution_count": 16,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.747603Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.747522Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.750464Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.750076Z"
+    }
+   },
    "outputs": [],
    "source": [
-    "area_no_correction = face._compute_face_areas(quadrature_rule=\"gaussian\", order=8)"
+    "area_no_correction = face.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\", order=8, return_jacobian=True\n",
+    ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
+   "execution_count": 17,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.751605Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.751526Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.753662Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.753291Z"
+    }
+   },
    "outputs": [],
    "source": [
-    "corrected_area = face._compute_face_areas(\n",
-    "    quadrature_rule=\"gaussian\", order=8, latitude_adjusted_area=True\n",
+    "corrected_area = face.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\",\n",
+    "    order=8,\n",
+    "    latitude_adjusted_area=True,\n",
+    "    return_jacobian=True,\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 18,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.754907Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.754828Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.756955Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.756547Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The percentage difference between the corrected and uncorrected areas is 3.73%\n"
+     ]
+    }
+   ],
    "source": [
     "# Calculate the percentage difference between the corrected and uncorrected areas\n",
     "percentage_difference = (\n",
@@ -587,9 +2748,109 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 19,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.758146Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.758067Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.819879Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.819470Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
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+       "</div>\n",
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+       "  var render_items = [{\"docid\":\"3f977e34-6c64-4d0b-a018-5e09192cd755\",\"roots\":{\"73e06826-f249-4c96-b1cd-7ef809909c93\":\"bf653815-cc98-4843-9722-d0fdede335a2\"},\"root_ids\":[\"73e06826-f249-4c96-b1cd-7ef809909c93\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "73e06826-f249-4c96-b1cd-7ef809909c93"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Define the latitude and longitude points\n",
     "lon1, lon2, lon3, lon4 = -97.5, -87.5, -82.5, -92.5\n",
@@ -667,9 +2928,14 @@
     ")\n",
     "\n",
     "# Compute the area of each polygon\n",
-    "small_areas = faces._compute_face_areas(quadrature_rule=\"gaussian\", order=4)\n",
-    "corrected_small_areas = faces._compute_face_areas(\n",
-    "    quadrature_rule=\"gaussian\", order=4, latitude_adjusted_area=True\n",
+    "small_areas = faces.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\", order=4, return_jacobian=True\n",
+    ")\n",
+    "corrected_small_areas = faces.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\",\n",
+    "    order=4,\n",
+    "    latitude_adjusted_area=True,\n",
+    "    return_jacobian=True,\n",
     ")\n",
     "faces.plot(\n",
     "    backend=\"bokeh\", title=\"Four Polygons With One Edge on a Line of Constant Latitude\"\n",
@@ -697,9 +2963,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 20,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.821283Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.821192Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.823632Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.823268Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Area of each polygon:\n",
+      "Polygon 1: 0.00387988, Corrected Area: 0.00385858, Percentage Difference: -0.5488%\n",
+      "Polygon 2: 0.00329592, Corrected Area: 0.00325432, Percentage Difference: -1.2621%\n",
+      "Polygon 3: 0.00245684, Corrected Area: 0.00249844, Percentage Difference: 1.6932%\n",
+      "Polygon 4: 0.00178601, Corrected Area: 0.00180730, Percentage Difference: 1.1922%\n",
+      "Total area of 4 polygons: 0.01141865, Corrected total area of 4 polygons: 0.01141865, Percentage Diff: 0.0000%\n"
+     ]
+    }
+   ],
    "source": [
     "# Print area of all 4 faces:\n",
     "print(\"Area of each polygon:\")\n",
@@ -723,9 +3009,116 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 21,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.824904Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.824816Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.886310Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.885920Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Area of the face is: 0.01143206\n"
+     ]
+    },
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='eb74274e-dec1-40cc-ac61-8ea49bfe26be'>\n",
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+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
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+       "  var render_items = [{\"docid\":\"5d45189d-f870-41ba-b018-493834420443\",\"roots\":{\"eb74274e-dec1-40cc-ac61-8ea49bfe26be\":\"d60f2fee-c688-49cb-ae5b-b96e9cce5a27\"},\"root_ids\":[\"eb74274e-dec1-40cc-ac61-8ea49bfe26be\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "eb74274e-dec1-40cc-ac61-8ea49bfe26be"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "large_node_lon = np.array([lon1, lon2, lon3, lon4])\n",
     "large_node_lat = np.array([lat1, lat2, lat3, lat4])\n",
@@ -738,7 +3131,9 @@
     "    fill_value=-1,\n",
     ")\n",
     "\n",
-    "large_area = large_face._compute_face_areas(quadrature_rule=\"gaussian\", order=4)\n",
+    "large_area = large_face.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\", order=4, return_jacobian=True\n",
+    ")\n",
     "large_face.plot()\n",
     "print(f\"Area of the face is: {large_area[0][0]:.8f}\")\n",
     "large_face.plot(\n",
@@ -749,9 +3144,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 22,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.887501Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.887422Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.889602Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.889168Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Percentage difference between large face and sum of small faces: 0.1173%\n"
+     ]
+    }
+   ],
    "source": [
     "percentage_diff = (large_area[0][0] - small_areas[0].sum()) / large_area[0][0] * 100\n",
     "print(\n",
@@ -772,9 +3182,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 23,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.890910Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.890824Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.908008Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.907640Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Data variables:\n",
+       "    face_lat          (n_face) float32 780B ...\n",
+       "    face_lon          (n_face) float32 780B ...\n",
+       "    gaussian          (n_face) float32 780B ...\n",
+       "    inverse_gaussian  (n_face) float32 780B ..."
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "uxds = ux.tutorial.open_dataset(\"mpas-dyamond-30km-gradient\")\n",
     "uxds.data_vars"
@@ -782,9 +3214,1840 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 24,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.909200Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.909125Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.920381Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.919964Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "body[data-theme=\"dark\"],\n",
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+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
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+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
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+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
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+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
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+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
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+       "}\n",
+       "\n",
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+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
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+       "\n",
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+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
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+       "\n",
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+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
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+       "\n",
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+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
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+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
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+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
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+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
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+       "\n",
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+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataset&gt; Size: 16B\n",
+       "Dimensions:           ()\n",
+       "Data variables:\n",
+       "    face_lat          float32 4B 1.512e+08\n",
+       "    face_lon          float32 4B 1.218e+11\n",
+       "    gaussian          float32 4B 6.714e+10\n",
+       "    inverse_gaussian  float32 4B 8.804e+10</pre><div class='xr-wrap' style='display:none'><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataset&gt; Size: 16B\n",
+       "Dimensions:           ()\n",
+       "Data variables:\n",
+       "    face_lat          float32 4B 1.512e+08\n",
+       "    face_lon          float32 4B 1.218e+11\n",
+       "    gaussian          float32 4B 6.714e+10\n",
+       "    inverse_gaussian  float32 4B 8.804e+10</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d3efabe6-7a70-4fc0-adfb-1180fbd4f402' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-d3efabe6-7a70-4fc0-adfb-1180fbd4f402' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'></div></li><li class='xr-section-item'><input id='section-fcc9ee03-c762-4a13-bdba-687291de71a7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-fcc9ee03-c762-4a13-bdba-687291de71a7' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-26213399-8459-4ed8-b3d9-91c80756b074' class='xr-section-summary-in' type='checkbox' checked /><label for='section-26213399-8459-4ed8-b3d9-91c80756b074' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.512e+08</div><input id='attrs-f6da6286-47fb-455e-b2bb-a86475d548d0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f6da6286-47fb-455e-b2bb-a86475d548d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd1c0ee9-0d1a-4700-8221-e7cd5854b473' class='xr-var-data-in' type='checkbox'><label for='data-bd1c0ee9-0d1a-4700-8221-e7cd5854b473' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.5116288e+08, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.218e+11</div><input id='attrs-c444e51a-7f08-47dd-bc5c-eec57cbeee55' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c444e51a-7f08-47dd-bc5c-eec57cbeee55' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1df882a-c128-4c28-a43b-61a98f13fb9f' class='xr-var-data-in' type='checkbox'><label for='data-c1df882a-c128-4c28-a43b-61a98f13fb9f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.2180713e+11, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>6.714e+10</div><input id='attrs-293f1aa3-5e60-4428-bede-c0460f65479e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-293f1aa3-5e60-4428-bede-c0460f65479e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45e6da4f-bb66-4bdf-8802-e049719a47ad' class='xr-var-data-in' type='checkbox'><label for='data-45e6da4f-bb66-4bdf-8802-e049719a47ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>inverse_gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>8.804e+10</div><input id='attrs-6b880df6-3022-42a5-b5a0-b0cea8aec905' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6b880df6-3022-42a5-b5a0-b0cea8aec905' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ba9ef6f-84a0-4a7f-be9f-c06b240f0859' class='xr-var-data-in' type='checkbox'><label for='data-4ba9ef6f-84a0-4a7f-be9f-c06b240f0859' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(8.803587e+10, dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b70c7536-2778-493b-bd92-ac57a61f2459' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b70c7536-2778-493b-bd92-ac57a61f2459' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-26a15e08-255d-46ef-b1e8-f278ce21a6c7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-26a15e08-255d-46ef-b1e8-f278ce21a6c7' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: UGRID\n",
+       "Grid Dimensions:\n",
+       "  * n_node: 442\n",
+       "  * n_edge: 636\n",
+       "  * n_face: 195\n",
+       "  * n_max_face_nodes: 10\n",
+       "  * n_max_face_edges: 10\n",
+       "  * n_max_node_edges: 3\n",
+       "  * two: 2\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * node_lon: (442,)\n",
+       "  * node_lat: (442,)\n",
+       "  * edge_lon: (636,)\n",
+       "  * edge_lat: (636,)\n",
+       "  * face_lon: (195,)\n",
+       "  * face_lat: (195,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "  * node_x: (442,)\n",
+       "  * node_y: (442,)\n",
+       "  * node_z: (442,)\n",
+       "  * edge_x: (636,)\n",
+       "  * edge_y: (636,)\n",
+       "  * edge_z: (636,)\n",
+       "  * face_x: (195,)\n",
+       "  * face_y: (195,)\n",
+       "  * face_z: (195,)\n",
+       "Grid Connectivity Variables:\n",
+       "  * face_node_connectivity: (195, 10)\n",
+       "  * face_edge_connectivity: (195, 10)\n",
+       "  * edge_node_connectivity: (636, 2)\n",
+       "  * edge_face_connectivity: (636, 2)\n",
+       "  * node_edge_connectivity: (442, 3)\n",
+       "Grid Descriptor Variables:\n",
+       "  * face_areas: (195,)\n",
+       "  * n_nodes_per_face: (195,)\n",
+       "  * edge_face_distances: (636,)\n",
+       "  * edge_node_distances: (636,)\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ee95d3f8-6a8c-4b82-a4c9-9fa28906aad0' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ee95d3f8-6a8c-4b82-a4c9-9fa28906aad0' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-844233d8-ed7f-4fd1-b32a-565b187853b4' class='xr-section-summary-in' type='checkbox' /><label for='section-844233d8-ed7f-4fd1-b32a-565b187853b4' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-c64d1fc1-f95f-4e44-b71e-70fec603474e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c64d1fc1-f95f-4e44-b71e-70fec603474e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f07a264-ef96-4fb3-8bdb-0b339e812761' class='xr-var-data-in' type='checkbox'><label for='data-6f07a264-ef96-4fb3-8bdb-0b339e812761' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
+       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a2336183-0b17-41db-9fe4-4bc55a9d7cf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a2336183-0b17-41db-9fe4-4bc55a9d7cf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abf3d581-0322-4a2a-a4cf-11b2651718f3' class='xr-var-data-in' type='checkbox'><label for='data-abf3d581-0322-4a2a-a4cf-11b2651718f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-56e8e9fd-be7b-45af-96fc-cff21539cebe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-56e8e9fd-be7b-45af-96fc-cff21539cebe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af776771-afdc-4205-a252-9665b2123264' class='xr-var-data-in' type='checkbox'><label for='data-af776771-afdc-4205-a252-9665b2123264' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
+       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-59df7ab7-ee4d-4007-bd68-601d3cd575e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-59df7ab7-ee4d-4007-bd68-601d3cd575e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28507275-da0e-4e0b-b43c-e42e4372f6fb' class='xr-var-data-in' type='checkbox'><label for='data-28507275-da0e-4e0b-b43c-e42e4372f6fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-9dd4f65a-2a8d-48f8-97b2-2e9945244f64' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9dd4f65a-2a8d-48f8-97b2-2e9945244f64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3197614d-f0a0-44df-8d42-94daac40aa6b' class='xr-var-data-in' type='checkbox'><label for='data-3197614d-f0a0-44df-8d42-94daac40aa6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
+       "       43.588165, 43.590546, 43.72809 , 43.73056 , 43.86789 , 43.870453,\n",
+       "       43.873077, 44.007584, 44.010223, 44.012955, 44.147156, 44.149902,\n",
+       "       44.15271 , 44.155594, 44.28946 , 44.292343, 44.29532 , 44.428894,\n",
+       "       44.43187 , 44.434937, 44.43808 , 44.571304, 44.720535, 44.84984 ,\n",
+       "       44.85312 , 44.856506, 44.574432, 44.717133, 44.710617, 44.713837,\n",
+       "       44.999313, 44.859985, 44.99231 , 45.00296 , 44.995758, 44.577667,\n",
+       "       45.131393, 45.70253 , 45.845642, 45.555603, 45.416687, 45.55954 ,\n",
+       "       45.56357 , 45.277664, 46.132324, 45.698425, 45.85005 , 45.142273,\n",
+       "       46.261795, 45.56772 , 45.988922, 45.70674 , 45.84137 , 45.424515,\n",
+       "       46.271072, 45.980133, 45.27397 , 45.285355, 46.127686, 45.420547,\n",
+       "       45.13855 , 46.123184, 45.13492 , 45.281464, 45.984467, 45.83722 ,\n",
+       "       46.266373, 46.404953, 46.4097  , 46.41458 , 46.548233, 46.55316 ,\n",
+       "       46.691666, 46.696777, 46.835236, 43.16771 , 43.027313, 43.16977 ,\n",
+       "       43.171875, 43.31015 , 43.312378, 43.31465 , 43.45041 , 43.452744,\n",
+       "       43.455124, 43.457565, 43.592987, 43.595474, 43.598022, 43.60063 ,\n",
+       "       43.733093, 43.735687, 43.738342, 43.741074, 43.87578 , 44.164703,\n",
+       "       44.015747, 44.447983, 43.884262, 44.587845, 44.441315, 44.16159 ,\n",
+       "       44.58438 , 44.29837 , 44.307983, 44.301514, 44.024536, 43.87854 ,\n",
+       "       44.018616, 44.44461 , 44.58098 , 44.158554, 44.5914  , 44.45143 ,\n",
+       "       43.88138 , 44.304718, 44.167862, 44.021545, 44.027603, 44.454956,\n",
+       "       44.59503 , 44.31134 , 44.72403 , 45.154022, 45.72464 , 45.71106 ,\n",
+       "       44.87477 , 44.73497 , 45.15811 , 45.585297, 45.854553, 45.571976,\n",
+       "       45.146088, 45.576324, 44.863556, 45.85916 , 45.437042, 44.7276  ,\n",
+       "       45.30191 , 45.720016, 45.86386 , 45.44139 , 45.868652, 45.018463,\n",
+       "       45.42859 , 44.87094 , 45.010544, 45.006714, 45.01445 , 45.15001 ,\n",
+       "       45.43277 , 44.73123 , 44.867218, 45.297638, 45.289368, 45.580765,\n",
+       "       45.293457, 45.715485, 45.993484, 45.99817 , 46.00296 , 46.007843,\n",
+       "       46.137085, 46.141937, 46.14691 , 46.151962, 46.27588 , 46.280807,\n",
+       "       46.285843, 46.290985, 46.41957 , 46.424683, 46.4299  , 46.558228,\n",
+       "       46.5634  , 46.568695, 46.70201 , 46.707367, 46.84053 , 46.845947,\n",
+       "       46.984406, 44.73877 , 45.162277, 45.30626 , 44.878677, 45.022537,\n",
+       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-199c1f7c-a06b-4b60-9f34-ca1e44d56c00' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-199c1f7c-a06b-4b60-9f34-ca1e44d56c00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a4d4002-4d5a-422a-a83a-21342b2e461f' class='xr-var-data-in' type='checkbox'><label for='data-5a4d4002-4d5a-422a-a83a-21342b2e461f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5de1a7a8-a36d-49d8-a0cd-eae0a9153784' class='xr-section-summary-in' type='checkbox' /><label for='section-5de1a7a8-a36d-49d8-a0cd-eae0a9153784' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d95738bc-42ad-4466-bf69-55efc7ae4c03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d95738bc-42ad-4466-bf69-55efc7ae4c03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca6dbc59-850d-4bb3-b2a3-550dd5883a91' class='xr-var-data-in' type='checkbox'><label for='data-ca6dbc59-850d-4bb3-b2a3-550dd5883a91' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-998a4670-3a47-488c-9ed2-8508951e2390' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-998a4670-3a47-488c-9ed2-8508951e2390' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4cff3d81-170a-413a-b637-7188e9a96529' class='xr-var-data-in' type='checkbox'><label for='data-4cff3d81-170a-413a-b637-7188e9a96529' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3b41e4fd-2ff9-499e-835c-49ada631cf65' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3b41e4fd-2ff9-499e-835c-49ada631cf65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3509e5ab-751e-44c9-9cb7-14a2f337acf7' class='xr-var-data-in' type='checkbox'><label for='data-3509e5ab-751e-44c9-9cb7-14a2f337acf7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f4a04fa5-4f6f-4402-8f82-e4bf28ef1cea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f4a04fa5-4f6f-4402-8f82-e4bf28ef1cea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75d7203e-008e-43f9-8437-1d8255f70c82' class='xr-var-data-in' type='checkbox'><label for='data-75d7203e-008e-43f9-8437-1d8255f70c82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-913b4c04-d79b-400f-a653-5494fee8dfcc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-913b4c04-d79b-400f-a653-5494fee8dfcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b887e2aa-f692-475d-8f8b-6d8a10901b2b' class='xr-var-data-in' type='checkbox'><label for='data-b887e2aa-f692-475d-8f8b-6d8a10901b2b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc5f232b-6c20-435d-89fe-b28d94488847' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc5f232b-6c20-435d-89fe-b28d94488847' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64e68ec7-117b-4d05-a53b-968cd6456a75' class='xr-var-data-in' type='checkbox'><label for='data-64e68ec7-117b-4d05-a53b-968cd6456a75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-25745029-eda2-4a54-9fb0-31fd9dacb7bb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25745029-eda2-4a54-9fb0-31fd9dacb7bb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25def788-0b07-455b-b570-198e675982d6' class='xr-var-data-in' type='checkbox'><label for='data-25def788-0b07-455b-b570-198e675982d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6f61b8a6-32b3-4216-92b2-eb774c662b02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f61b8a6-32b3-4216-92b2-eb774c662b02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e51ece69-6892-4a9f-b53c-e99d2529dc88' class='xr-var-data-in' type='checkbox'><label for='data-e51ece69-6892-4a9f-b53c-e99d2529dc88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6f943674-29f4-4d98-89b8-7e2a6bf72c8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f943674-29f4-4d98-89b8-7e2a6bf72c8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e52d074-f9a3-4612-a46e-93d653f6d2a3' class='xr-var-data-in' type='checkbox'><label for='data-0e52d074-f9a3-4612-a46e-93d653f6d2a3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-284da184-fdb6-43b7-8f23-664ddd3206b5' class='xr-section-summary-in' type='checkbox' /><label for='section-284da184-fdb6-43b7-8f23-664ddd3206b5' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-2e4284d7-bb06-48e0-a330-21255ab0a300' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2e4284d7-bb06-48e0-a330-21255ab0a300' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8969b5a8-a209-4fa4-86c4-b5cfaab56285' class='xr-var-data-in' type='checkbox'><label for='data-8969b5a8-a209-4fa4-86c4-b5cfaab56285' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 342,                  143,                  142,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                  11,                  342,                  145,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 416,                  331,                  330,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 318,                  441,                  320,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 405,                  325,                  324,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-556be3a4-88e2-4e28-a114-32566ea8bb72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-556be3a4-88e2-4e28-a114-32566ea8bb72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7553076-d95f-448d-83bf-43cde1b850d0' class='xr-var-data-in' type='checkbox'><label for='data-e7553076-d95f-448d-83bf-43cde1b850d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 212,                  240,                  255,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 197,                  211,                  210,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 603,                  591,                  592,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 604,                  593,                  594,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 605,                  595,                  596,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-69ff8b90-51f1-404b-9d86-868c0987c4de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69ff8b90-51f1-404b-9d86-868c0987c4de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24bc0604-4c3f-4725-9cb4-2da35d3a79d2' class='xr-var-data-in' type='checkbox'><label for='data-24bc0604-4c3f-4725-9cb4-2da35d3a79d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
+       "       [148, 352],\n",
+       "       [352, 204],\n",
+       "       ...,\n",
+       "       [ 88,  89],\n",
+       "       [417,  88],\n",
+       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-c9572e80-eccb-4d72-a430-bd0088efddb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9572e80-eccb-4d72-a430-bd0088efddb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-affcd38f-cef6-4ac8-b5cd-f2fe2f599aa1' class='xr-var-data-in' type='checkbox'><label for='data-affcd38f-cef6-4ac8-b5cd-f2fe2f599aa1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
+       "       [                  29, -9223372036854775808],\n",
+       "       [                  42, -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 191, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-78003d7b-3eb7-467e-bffd-d7bb6bb3682b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-78003d7b-3eb7-467e-bffd-d7bb6bb3682b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-984fa48d-c6ae-49b3-abe1-d78bad692e82' class='xr-var-data-in' type='checkbox'><label for='data-984fa48d-c6ae-49b3-abe1-d78bad692e82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
+       "       [143, 144, 162],\n",
+       "       [123, 144, 145],\n",
+       "       ...,\n",
+       "       [262, 263, 286],\n",
+       "       [373, 387, 388],\n",
+       "       [592, 593, 604]], shape=(442, 3))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1e069e17-cbe9-4ef7-9dc5-0c95c60decf9' class='xr-section-summary-in' type='checkbox' /><label for='section-1e069e17-cbe9-4ef7-9dc5-0c95c60decf9' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-b73d14a6-3f5d-4d7d-9bd4-7006e0948ee4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b73d14a6-3f5d-4d7d-9bd4-7006e0948ee4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a562266c-0002-4182-b084-9bc52740f6a9' class='xr-var-data-in' type='checkbox'><label for='data-a562266c-0002-4182-b084-9bc52740f6a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
+       "       7.977967e+08, 7.972549e+08, 7.966855e+08, 7.974993e+08, 7.969444e+08,\n",
+       "       7.977348e+08, 7.971943e+08, 7.966263e+08, 7.979613e+08, 7.974351e+08,\n",
+       "       7.968817e+08, 7.981788e+08, 7.976669e+08, 7.971277e+08, 7.965613e+08,\n",
+       "       7.978896e+08, 7.973648e+08, 7.968129e+08, 7.981032e+08, 7.975928e+08,\n",
+       "       7.970554e+08, 7.964906e+08, 7.978118e+08, 7.964143e+08, 7.982222e+08,\n",
+       "       7.977279e+08, 7.972068e+08, 7.972887e+08, 7.969773e+08, 7.980215e+08,\n",
+       "       7.975130e+08, 7.968935e+08, 7.966586e+08, 7.979340e+08, 7.963327e+08,\n",
+       "       7.974272e+08, 7.967386e+08, 7.981308e+08, 7.969281e+08, 7.966105e+08,\n",
+       "       7.977414e+08, 7.975433e+08, 7.972392e+08, 7.967100e+08, 7.973359e+08,\n",
+       "       7.959555e+08, 7.974426e+08, 7.960570e+08, 7.965731e+08, 7.972256e+08,\n",
+       "       7.961538e+08, 7.962863e+08, 7.963869e+08, 7.971371e+08, 7.964826e+08,\n",
+       "       7.961810e+08, 7.973367e+08, 7.978406e+08, 7.962458e+08, 7.965062e+08,\n",
+       "       7.970264e+08, 7.971193e+08, 7.970299e+08, 7.976385e+08, 7.968044e+08,\n",
+       "       7.968248e+08, 7.976369e+08, 7.967166e+08, 7.969178e+08, 7.963971e+08,\n",
+       "       7.958496e+08, 7.966037e+08, 7.960713e+08, 7.962835e+08, 7.957395e+08,\n",
+       "       7.959573e+08, 7.964673e+08, 7.961868e+08, 7.958547e+08, 7.952137e+08,\n",
+       "       7.961406e+08, 7.955144e+08, 7.948600e+08, 7.964177e+08, 7.958060e+08,\n",
+       "       7.951663e+08, 7.944982e+08, 7.960886e+08, 7.954636e+08, 7.948104e+08,\n",
+       "       7.941286e+08, 7.963620e+08, 7.957517e+08, 7.951133e+08, 7.944467e+08,\n",
+       "       7.960307e+08, 7.946952e+08, 7.963006e+08, 7.946298e+08, 7.940751e+08,\n",
+       "       7.949224e+08, 7.958982e+08, 7.953453e+08, 7.955556e+08, 7.962335e+08,\n",
+       "       7.943279e+08, 7.956264e+08, 7.943898e+08, 7.954072e+08, 7.956918e+08,\n",
+       "       7.952781e+08, 7.961609e+08, 7.959672e+08, 7.942610e+08, 7.939532e+08,\n",
+       "       7.947554e+08, 7.949913e+08, 7.940166e+08, 7.950550e+08, 7.936960e+08,\n",
+       "       7.932477e+08, 7.935710e+08, 7.936359e+08, 7.958239e+08, 7.947700e+08,\n",
+       "       7.939477e+08, 7.958184e+08, 7.941894e+08, 7.938849e+08, 7.941131e+08,\n",
+       "       7.936536e+08, 7.954763e+08, 7.955704e+08, 7.959997e+08, 7.949594e+08,\n",
+       "       7.960829e+08, 7.948682e+08, 7.946867e+08, 7.952058e+08, 7.937349e+08,\n",
+       "       7.945991e+08, 7.942323e+08, 7.940324e+08, 7.935684e+08, 7.938120e+08,\n",
+       "       7.959115e+08, 7.948486e+08, 7.951284e+08, 7.957444e+08, 7.944844e+08,\n",
+       "       7.953988e+08, 7.953130e+08, 7.945596e+08, 7.954797e+08, 7.944047e+08,\n",
+       "       7.956598e+08, 7.943206e+08, 7.950462e+08, 7.952226e+08, 7.957206e+08,\n",
+       "       7.951277e+08, 7.945073e+08, 7.938590e+08, 7.953779e+08, 7.947727e+08,\n",
+       "       7.941401e+08, 7.934795e+08, 7.956184e+08, 7.950287e+08, 7.944116e+08,\n",
+       "       7.937667e+08, 7.952751e+08, 7.946735e+08, 7.940443e+08, 7.955120e+08,\n",
+       "       7.949258e+08, 7.943122e+08, 7.951685e+08, 7.945704e+08, 7.954017e+08,\n",
+       "       7.948191e+08, 7.950582e+08, 7.931816e+08, 7.934278e+08, 7.930365e+08,\n",
+       "       7.935016e+08, 7.931111e+08, 7.933499e+08, 7.932681e+08, 7.931826e+08],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d0fae348-c71f-47c0-b2d7-e3b7a70e8b5f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d0fae348-c71f-47c0-b2d7-e3b7a70e8b5f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-80dd4603-e80f-467b-af93-89e3de8fcd5a' class='xr-var-data-in' type='checkbox'><label for='data-80dd4603-e80f-467b-af93-89e3de8fcd5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c661c26-fb84-46e9-a1f3-a047463f2feb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c661c26-fb84-46e9-a1f3-a047463f2feb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0bec7c94-43de-4057-b88a-ec58bd3ae1b1' class='xr-var-data-in' type='checkbox'><label for='data-0bec7c94-43de-4057-b88a-ec58bd3ae1b1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ddb6b7a7-5a96-4713-a56c-51c638cc61c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ddb6b7a7-5a96-4713-a56c-51c638cc61c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f353e2c9-4223-4a3f-8409-5ad955ef3ad2' class='xr-var-data-in' type='checkbox'><label for='data-f353e2c9-4223-4a3f-8409-5ad955ef3ad2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc24b52b-cec6-4218-883b-25cf475c6782' class='xr-section-summary-in' type='checkbox' /><label for='section-dc24b52b-cec6-4218-883b-25cf475c6782' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
+       "</dd><dt><span>mesh_spec :</span></dt><dd>0.0</dd><dt><span>config_init_case :</span></dt><dd>7</dd><dt><span>config_calendar_type :</span></dt><dd>gregorian</dd><dt><span>config_start_time :</span></dt><dd>2016-08-01_00:00:00</dd><dt><span>config_stop_time :</span></dt><dd>2016-09-10_00:00:00</dd><dt><span>config_theta_adv_order :</span></dt><dd>3</dd><dt><span>config_coef_3rd_order :</span></dt><dd>0.25</dd><dt><span>config_num_halos :</span></dt><dd>2</dd><dt><span>config_nvertlevels :</span></dt><dd>75</dd><dt><span>config_nsoillevels :</span></dt><dd>4</dd><dt><span>config_nfglevels :</span></dt><dd>38</dd><dt><span>config_nfgsoillevels :</span></dt><dd>4</dd><dt><span>config_months :</span></dt><dd>12</dd><dt><span>config_geog_data_path :</span></dt><dd>/glade/p/work/wrfhelp/WPS_GEOG/</dd><dt><span>config_met_prefix :</span></dt><dd>FILE</dd><dt><span>config_sfc_prefix :</span></dt><dd>SST</dd><dt><span>config_fg_interval :</span></dt><dd>86400</dd><dt><span>config_landuse_data :</span></dt><dd>USGS</dd><dt><span>config_topo_data :</span></dt><dd>GMTED2010</dd><dt><span>config_use_spechumd :</span></dt><dd>NO</dd><dt><span>config_ztop :</span></dt><dd>40000.0</dd><dt><span>config_nsmterrain :</span></dt><dd>1</dd><dt><span>config_smooth_surfaces :</span></dt><dd>YES</dd><dt><span>config_dzmin :</span></dt><dd>0.3</dd><dt><span>config_nsm :</span></dt><dd>30</dd><dt><span>config_tc_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_extrap_airtemp :</span></dt><dd>linear</dd><dt><span>config_static_interp :</span></dt><dd>NO</dd><dt><span>config_native_gwd_static :</span></dt><dd>NO</dd><dt><span>config_gwd_cell_scaling :</span></dt><dd>1.0</dd><dt><span>config_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_met_interp :</span></dt><dd>YES</dd><dt><span>config_input_sst :</span></dt><dd>NO</dd><dt><span>config_frac_seaice :</span></dt><dd>YES</dd><dt><span>config_pio_num_iotasks :</span></dt><dd>0</dd><dt><span>config_pio_stride :</span></dt><dd>1</dd><dt><span>config_block_decomp_file_prefix :</span></dt><dd>x1.655362.graph.info.part.</dd><dt><span>config_number_of_blocks :</span></dt><dd>0</dd><dt><span>config_explicit_proc_decomp :</span></dt><dd>NO</dd><dt><span>config_proc_decomp_file_prefix :</span></dt><dd>graph.info.part.</dd><dt><span>file_id :</span></dt><dd>ytj0fh0qmd</dd><dt><span>source_grid_spec :</span></dt><dd>UGRID</dd></dl></div></li></ul></div></div></details></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.UxDataset> Size: 16B\n",
+       "Dimensions:           ()\n",
+       "Data variables:\n",
+       "    face_lat          float32 4B 1.512e+08\n",
+       "    face_lon          float32 4B 1.218e+11\n",
+       "    gaussian          float32 4B 6.714e+10\n",
+       "    inverse_gaussian  float32 4B 8.804e+10"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Integrate all data variables at once\n",
     "integrals = uxds.integrate()\n",
@@ -800,9 +5063,1825 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 25,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:06.921725Z",
+     "iopub.status.busy": "2026-07-15T18:42:06.921633Z",
+     "iopub.status.idle": "2026-07-15T18:42:06.929686Z",
+     "shell.execute_reply": "2026-07-15T18:42:06.929166Z"
+    }
+   },
+   "outputs": [
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+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;gaussian&#x27; ()&gt; Size: 4B\n",
+       "array(6.7136676e+10, dtype=float32)</pre><div class='xr-wrap' style='display:none'><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;gaussian&#x27; ()&gt; Size: 4B\n",
+       "array(6.7136676e+10, dtype=float32)</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'gaussian'</div></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-172db214-712d-42c5-92ea-3a4a12e3928f' class='xr-array-in' type='checkbox' checked><label for='section-172db214-712d-42c5-92ea-3a4a12e3928f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>6.714e+10</span></div><div class='xr-array-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-43a35065-8a1a-492d-a4f1-a30b4589005b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-43a35065-8a1a-492d-a4f1-a30b4589005b' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-c582ef5d-1288-4da2-9f47-4b4118f628d7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c582ef5d-1288-4da2-9f47-4b4118f628d7' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0aab66b0-45e8-48ad-8b6f-d3cdb0973656' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0aab66b0-45e8-48ad-8b6f-d3cdb0973656' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: UGRID\n",
+       "Grid Dimensions:\n",
+       "  * n_node: 442\n",
+       "  * n_edge: 636\n",
+       "  * n_face: 195\n",
+       "  * n_max_face_nodes: 10\n",
+       "  * n_max_face_edges: 10\n",
+       "  * n_max_node_edges: 3\n",
+       "  * two: 2\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * node_lon: (442,)\n",
+       "  * node_lat: (442,)\n",
+       "  * edge_lon: (636,)\n",
+       "  * edge_lat: (636,)\n",
+       "  * face_lon: (195,)\n",
+       "  * face_lat: (195,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "  * node_x: (442,)\n",
+       "  * node_y: (442,)\n",
+       "  * node_z: (442,)\n",
+       "  * edge_x: (636,)\n",
+       "  * edge_y: (636,)\n",
+       "  * edge_z: (636,)\n",
+       "  * face_x: (195,)\n",
+       "  * face_y: (195,)\n",
+       "  * face_z: (195,)\n",
+       "Grid Connectivity Variables:\n",
+       "  * face_node_connectivity: (195, 10)\n",
+       "  * face_edge_connectivity: (195, 10)\n",
+       "  * edge_node_connectivity: (636, 2)\n",
+       "  * edge_face_connectivity: (636, 2)\n",
+       "  * node_edge_connectivity: (442, 3)\n",
+       "Grid Descriptor Variables:\n",
+       "  * face_areas: (195,)\n",
+       "  * n_nodes_per_face: (195,)\n",
+       "  * edge_face_distances: (636,)\n",
+       "  * edge_node_distances: (636,)\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ee242bae-c066-4e83-ab84-f3ca9f310aee' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ee242bae-c066-4e83-ab84-f3ca9f310aee' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-0e236186-1ac2-42cf-878b-8e5699247adb' class='xr-section-summary-in' type='checkbox' /><label for='section-0e236186-1ac2-42cf-878b-8e5699247adb' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-40e9343f-d39b-4c97-bd44-bbfb06cde60d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-40e9343f-d39b-4c97-bd44-bbfb06cde60d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9debbee-d10d-42b2-8ee9-20a8733e28d3' class='xr-var-data-in' type='checkbox'><label for='data-d9debbee-d10d-42b2-8ee9-20a8733e28d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
+       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9ad242d2-56a5-439b-bc40-49fc68c245a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ad242d2-56a5-439b-bc40-49fc68c245a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4d9f126-7b74-44f3-957a-215d0fa48e38' class='xr-var-data-in' type='checkbox'><label for='data-c4d9f126-7b74-44f3-957a-215d0fa48e38' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-ad6f28fd-facb-452c-acb0-ae5121abcda3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad6f28fd-facb-452c-acb0-ae5121abcda3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c2ef152-6bab-498e-bff6-1f174de5f051' class='xr-var-data-in' type='checkbox'><label for='data-7c2ef152-6bab-498e-bff6-1f174de5f051' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
+       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a633137b-9564-48eb-9e7d-02fd8d50011f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a633137b-9564-48eb-9e7d-02fd8d50011f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9607fdbc-66cf-40a0-84cd-ee0876a2e232' class='xr-var-data-in' type='checkbox'><label for='data-9607fdbc-66cf-40a0-84cd-ee0876a2e232' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-44e0e075-eed8-49c8-8836-ed71accb25f6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-44e0e075-eed8-49c8-8836-ed71accb25f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a26e7a2-41f7-462a-9449-fbac35c5d506' class='xr-var-data-in' type='checkbox'><label for='data-8a26e7a2-41f7-462a-9449-fbac35c5d506' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
+       "       43.588165, 43.590546, 43.72809 , 43.73056 , 43.86789 , 43.870453,\n",
+       "       43.873077, 44.007584, 44.010223, 44.012955, 44.147156, 44.149902,\n",
+       "       44.15271 , 44.155594, 44.28946 , 44.292343, 44.29532 , 44.428894,\n",
+       "       44.43187 , 44.434937, 44.43808 , 44.571304, 44.720535, 44.84984 ,\n",
+       "       44.85312 , 44.856506, 44.574432, 44.717133, 44.710617, 44.713837,\n",
+       "       44.999313, 44.859985, 44.99231 , 45.00296 , 44.995758, 44.577667,\n",
+       "       45.131393, 45.70253 , 45.845642, 45.555603, 45.416687, 45.55954 ,\n",
+       "       45.56357 , 45.277664, 46.132324, 45.698425, 45.85005 , 45.142273,\n",
+       "       46.261795, 45.56772 , 45.988922, 45.70674 , 45.84137 , 45.424515,\n",
+       "       46.271072, 45.980133, 45.27397 , 45.285355, 46.127686, 45.420547,\n",
+       "       45.13855 , 46.123184, 45.13492 , 45.281464, 45.984467, 45.83722 ,\n",
+       "       46.266373, 46.404953, 46.4097  , 46.41458 , 46.548233, 46.55316 ,\n",
+       "       46.691666, 46.696777, 46.835236, 43.16771 , 43.027313, 43.16977 ,\n",
+       "       43.171875, 43.31015 , 43.312378, 43.31465 , 43.45041 , 43.452744,\n",
+       "       43.455124, 43.457565, 43.592987, 43.595474, 43.598022, 43.60063 ,\n",
+       "       43.733093, 43.735687, 43.738342, 43.741074, 43.87578 , 44.164703,\n",
+       "       44.015747, 44.447983, 43.884262, 44.587845, 44.441315, 44.16159 ,\n",
+       "       44.58438 , 44.29837 , 44.307983, 44.301514, 44.024536, 43.87854 ,\n",
+       "       44.018616, 44.44461 , 44.58098 , 44.158554, 44.5914  , 44.45143 ,\n",
+       "       43.88138 , 44.304718, 44.167862, 44.021545, 44.027603, 44.454956,\n",
+       "       44.59503 , 44.31134 , 44.72403 , 45.154022, 45.72464 , 45.71106 ,\n",
+       "       44.87477 , 44.73497 , 45.15811 , 45.585297, 45.854553, 45.571976,\n",
+       "       45.146088, 45.576324, 44.863556, 45.85916 , 45.437042, 44.7276  ,\n",
+       "       45.30191 , 45.720016, 45.86386 , 45.44139 , 45.868652, 45.018463,\n",
+       "       45.42859 , 44.87094 , 45.010544, 45.006714, 45.01445 , 45.15001 ,\n",
+       "       45.43277 , 44.73123 , 44.867218, 45.297638, 45.289368, 45.580765,\n",
+       "       45.293457, 45.715485, 45.993484, 45.99817 , 46.00296 , 46.007843,\n",
+       "       46.137085, 46.141937, 46.14691 , 46.151962, 46.27588 , 46.280807,\n",
+       "       46.285843, 46.290985, 46.41957 , 46.424683, 46.4299  , 46.558228,\n",
+       "       46.5634  , 46.568695, 46.70201 , 46.707367, 46.84053 , 46.845947,\n",
+       "       46.984406, 44.73877 , 45.162277, 45.30626 , 44.878677, 45.022537,\n",
+       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-afe33bb7-3837-4c44-8109-3ec17e8dac14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-afe33bb7-3837-4c44-8109-3ec17e8dac14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef8283c8-3be0-43fe-9463-c55fea3532c8' class='xr-var-data-in' type='checkbox'><label for='data-ef8283c8-3be0-43fe-9463-c55fea3532c8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-272b16ba-d518-447c-a932-b36674377bfb' class='xr-section-summary-in' type='checkbox' /><label for='section-272b16ba-d518-447c-a932-b36674377bfb' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e49e2441-871f-4569-b908-155ffa798c33' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e49e2441-871f-4569-b908-155ffa798c33' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-002b46f6-c496-4da8-9751-bbfed45534a5' class='xr-var-data-in' type='checkbox'><label for='data-002b46f6-c496-4da8-9751-bbfed45534a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5d41c20a-1ca3-43c9-be30-8af5691e5a8f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d41c20a-1ca3-43c9-be30-8af5691e5a8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b91f7135-432a-48d4-b0f3-13de9a53cac8' class='xr-var-data-in' type='checkbox'><label for='data-b91f7135-432a-48d4-b0f3-13de9a53cac8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a9e4026b-817e-4163-b3f2-c1af8096a265' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9e4026b-817e-4163-b3f2-c1af8096a265' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-459d4c14-b33e-4b8e-ba6e-ba4744e5a7c9' class='xr-var-data-in' type='checkbox'><label for='data-459d4c14-b33e-4b8e-ba6e-ba4744e5a7c9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-57044053-c3c8-4cef-83b1-e309f3fab4f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57044053-c3c8-4cef-83b1-e309f3fab4f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c1efbc3-ba62-4e20-839c-c26c95ae07cb' class='xr-var-data-in' type='checkbox'><label for='data-8c1efbc3-ba62-4e20-839c-c26c95ae07cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-063ff0c1-6dc4-4802-8968-5e6db1fa48be' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-063ff0c1-6dc4-4802-8968-5e6db1fa48be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c75918c-251e-4b08-bca9-9e6369a67437' class='xr-var-data-in' type='checkbox'><label for='data-3c75918c-251e-4b08-bca9-9e6369a67437' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f45a1fff-39a8-4f11-8bfd-a7c70cc6c9a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f45a1fff-39a8-4f11-8bfd-a7c70cc6c9a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c522701-c467-45e2-a626-b2c240faf5f4' class='xr-var-data-in' type='checkbox'><label for='data-8c522701-c467-45e2-a626-b2c240faf5f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e58f05f4-ebc9-412e-abda-418300c70240' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e58f05f4-ebc9-412e-abda-418300c70240' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4660d72c-7b13-4379-abee-7361337823ed' class='xr-var-data-in' type='checkbox'><label for='data-4660d72c-7b13-4379-abee-7361337823ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-332b6a91-5ba1-4959-b8dc-6744fbc66ac0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-332b6a91-5ba1-4959-b8dc-6744fbc66ac0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de2ca168-2238-4749-af0f-d9286cef4394' class='xr-var-data-in' type='checkbox'><label for='data-de2ca168-2238-4749-af0f-d9286cef4394' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75d8bfd5-f859-4c4b-9d8e-3f487ddf8605' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75d8bfd5-f859-4c4b-9d8e-3f487ddf8605' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93c68464-de33-4d40-8483-0efed0fdc3ce' class='xr-var-data-in' type='checkbox'><label for='data-93c68464-de33-4d40-8483-0efed0fdc3ce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-20d6ba93-f826-402d-875c-512a0bfad767' class='xr-section-summary-in' type='checkbox' /><label for='section-20d6ba93-f826-402d-875c-512a0bfad767' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-ac75d700-8afb-4ea3-aab5-cd515f6ae860' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac75d700-8afb-4ea3-aab5-cd515f6ae860' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6440ec6a-d701-4ade-8501-33be6b125103' class='xr-var-data-in' type='checkbox'><label for='data-6440ec6a-d701-4ade-8501-33be6b125103' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 342,                  143,                  142,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                  11,                  342,                  145,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 416,                  331,                  330,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 318,                  441,                  320,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 405,                  325,                  324,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-6f6aefba-0152-43cd-b73b-f06ccca9312c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f6aefba-0152-43cd-b73b-f06ccca9312c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2199f707-c4c7-467f-8a3e-4e0ebf5ceb1e' class='xr-var-data-in' type='checkbox'><label for='data-2199f707-c4c7-467f-8a3e-4e0ebf5ceb1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 212,                  240,                  255,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 197,                  211,                  210,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 603,                  591,                  592,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 604,                  593,                  594,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808],\n",
+       "       [                 605,                  595,                  596,\n",
+       "        ..., -9223372036854775808, -9223372036854775808,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-b6451337-02cd-4436-bd5e-9577f811f845' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b6451337-02cd-4436-bd5e-9577f811f845' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a5f8ddb-d471-48e6-801d-cbfe86ec90a0' class='xr-var-data-in' type='checkbox'><label for='data-3a5f8ddb-d471-48e6-801d-cbfe86ec90a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
+       "       [148, 352],\n",
+       "       [352, 204],\n",
+       "       ...,\n",
+       "       [ 88,  89],\n",
+       "       [417,  88],\n",
+       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-416e1c38-64d8-499d-9b38-b75500fc21f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-416e1c38-64d8-499d-9b38-b75500fc21f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a3d96d4-f87c-462b-803b-8e59282f2fa5' class='xr-var-data-in' type='checkbox'><label for='data-4a3d96d4-f87c-462b-803b-8e59282f2fa5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
+       "       [                  29, -9223372036854775808],\n",
+       "       [                  42, -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 191, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-93575cff-d47a-4b9c-8b9d-9d9746dac5aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93575cff-d47a-4b9c-8b9d-9d9746dac5aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01681eca-32ac-4e9e-b522-d084797dd9b0' class='xr-var-data-in' type='checkbox'><label for='data-01681eca-32ac-4e9e-b522-d084797dd9b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
+       "       [143, 144, 162],\n",
+       "       [123, 144, 145],\n",
+       "       ...,\n",
+       "       [262, 263, 286],\n",
+       "       [373, 387, 388],\n",
+       "       [592, 593, 604]], shape=(442, 3))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e67aa979-c5d9-437c-8fa2-7be299d70a6e' class='xr-section-summary-in' type='checkbox' /><label for='section-e67aa979-c5d9-437c-8fa2-7be299d70a6e' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-bdbd0254-9074-4171-bb85-77bcf79626a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bdbd0254-9074-4171-bb85-77bcf79626a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4f6471e-8069-4f2f-9799-57b1eca144c6' class='xr-var-data-in' type='checkbox'><label for='data-f4f6471e-8069-4f2f-9799-57b1eca144c6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
+       "       7.977967e+08, 7.972549e+08, 7.966855e+08, 7.974993e+08, 7.969444e+08,\n",
+       "       7.977348e+08, 7.971943e+08, 7.966263e+08, 7.979613e+08, 7.974351e+08,\n",
+       "       7.968817e+08, 7.981788e+08, 7.976669e+08, 7.971277e+08, 7.965613e+08,\n",
+       "       7.978896e+08, 7.973648e+08, 7.968129e+08, 7.981032e+08, 7.975928e+08,\n",
+       "       7.970554e+08, 7.964906e+08, 7.978118e+08, 7.964143e+08, 7.982222e+08,\n",
+       "       7.977279e+08, 7.972068e+08, 7.972887e+08, 7.969773e+08, 7.980215e+08,\n",
+       "       7.975130e+08, 7.968935e+08, 7.966586e+08, 7.979340e+08, 7.963327e+08,\n",
+       "       7.974272e+08, 7.967386e+08, 7.981308e+08, 7.969281e+08, 7.966105e+08,\n",
+       "       7.977414e+08, 7.975433e+08, 7.972392e+08, 7.967100e+08, 7.973359e+08,\n",
+       "       7.959555e+08, 7.974426e+08, 7.960570e+08, 7.965731e+08, 7.972256e+08,\n",
+       "       7.961538e+08, 7.962863e+08, 7.963869e+08, 7.971371e+08, 7.964826e+08,\n",
+       "       7.961810e+08, 7.973367e+08, 7.978406e+08, 7.962458e+08, 7.965062e+08,\n",
+       "       7.970264e+08, 7.971193e+08, 7.970299e+08, 7.976385e+08, 7.968044e+08,\n",
+       "       7.968248e+08, 7.976369e+08, 7.967166e+08, 7.969178e+08, 7.963971e+08,\n",
+       "       7.958496e+08, 7.966037e+08, 7.960713e+08, 7.962835e+08, 7.957395e+08,\n",
+       "       7.959573e+08, 7.964673e+08, 7.961868e+08, 7.958547e+08, 7.952137e+08,\n",
+       "       7.961406e+08, 7.955144e+08, 7.948600e+08, 7.964177e+08, 7.958060e+08,\n",
+       "       7.951663e+08, 7.944982e+08, 7.960886e+08, 7.954636e+08, 7.948104e+08,\n",
+       "       7.941286e+08, 7.963620e+08, 7.957517e+08, 7.951133e+08, 7.944467e+08,\n",
+       "       7.960307e+08, 7.946952e+08, 7.963006e+08, 7.946298e+08, 7.940751e+08,\n",
+       "       7.949224e+08, 7.958982e+08, 7.953453e+08, 7.955556e+08, 7.962335e+08,\n",
+       "       7.943279e+08, 7.956264e+08, 7.943898e+08, 7.954072e+08, 7.956918e+08,\n",
+       "       7.952781e+08, 7.961609e+08, 7.959672e+08, 7.942610e+08, 7.939532e+08,\n",
+       "       7.947554e+08, 7.949913e+08, 7.940166e+08, 7.950550e+08, 7.936960e+08,\n",
+       "       7.932477e+08, 7.935710e+08, 7.936359e+08, 7.958239e+08, 7.947700e+08,\n",
+       "       7.939477e+08, 7.958184e+08, 7.941894e+08, 7.938849e+08, 7.941131e+08,\n",
+       "       7.936536e+08, 7.954763e+08, 7.955704e+08, 7.959997e+08, 7.949594e+08,\n",
+       "       7.960829e+08, 7.948682e+08, 7.946867e+08, 7.952058e+08, 7.937349e+08,\n",
+       "       7.945991e+08, 7.942323e+08, 7.940324e+08, 7.935684e+08, 7.938120e+08,\n",
+       "       7.959115e+08, 7.948486e+08, 7.951284e+08, 7.957444e+08, 7.944844e+08,\n",
+       "       7.953988e+08, 7.953130e+08, 7.945596e+08, 7.954797e+08, 7.944047e+08,\n",
+       "       7.956598e+08, 7.943206e+08, 7.950462e+08, 7.952226e+08, 7.957206e+08,\n",
+       "       7.951277e+08, 7.945073e+08, 7.938590e+08, 7.953779e+08, 7.947727e+08,\n",
+       "       7.941401e+08, 7.934795e+08, 7.956184e+08, 7.950287e+08, 7.944116e+08,\n",
+       "       7.937667e+08, 7.952751e+08, 7.946735e+08, 7.940443e+08, 7.955120e+08,\n",
+       "       7.949258e+08, 7.943122e+08, 7.951685e+08, 7.945704e+08, 7.954017e+08,\n",
+       "       7.948191e+08, 7.950582e+08, 7.931816e+08, 7.934278e+08, 7.930365e+08,\n",
+       "       7.935016e+08, 7.931111e+08, 7.933499e+08, 7.932681e+08, 7.931826e+08],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-da0ec583-fd61-4aef-8c74-b71bfb8b693b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da0ec583-fd61-4aef-8c74-b71bfb8b693b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29626ee7-cf8b-400f-b34e-59a94440fb06' class='xr-var-data-in' type='checkbox'><label for='data-29626ee7-cf8b-400f-b34e-59a94440fb06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c203eff4-c3be-4008-bfb5-8d12df7abaa6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c203eff4-c3be-4008-bfb5-8d12df7abaa6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23c5a9e5-a513-47c5-ab4c-5e469902ea79' class='xr-var-data-in' type='checkbox'><label for='data-23c5a9e5-a513-47c5-ab4c-5e469902ea79' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d7f0d76-db39-425e-ad10-748451febf1b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d7f0d76-db39-425e-ad10-748451febf1b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbfce8ef-5d93-4578-be05-43b0a557a6aa' class='xr-var-data-in' type='checkbox'><label for='data-cbfce8ef-5d93-4578-be05-43b0a557a6aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-556384e4-ac14-43b6-a636-deb2d1d08e77' class='xr-section-summary-in' type='checkbox' /><label for='section-556384e4-ac14-43b6-a636-deb2d1d08e77' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
+       "</dd><dt><span>mesh_spec :</span></dt><dd>0.0</dd><dt><span>config_init_case :</span></dt><dd>7</dd><dt><span>config_calendar_type :</span></dt><dd>gregorian</dd><dt><span>config_start_time :</span></dt><dd>2016-08-01_00:00:00</dd><dt><span>config_stop_time :</span></dt><dd>2016-09-10_00:00:00</dd><dt><span>config_theta_adv_order :</span></dt><dd>3</dd><dt><span>config_coef_3rd_order :</span></dt><dd>0.25</dd><dt><span>config_num_halos :</span></dt><dd>2</dd><dt><span>config_nvertlevels :</span></dt><dd>75</dd><dt><span>config_nsoillevels :</span></dt><dd>4</dd><dt><span>config_nfglevels :</span></dt><dd>38</dd><dt><span>config_nfgsoillevels :</span></dt><dd>4</dd><dt><span>config_months :</span></dt><dd>12</dd><dt><span>config_geog_data_path :</span></dt><dd>/glade/p/work/wrfhelp/WPS_GEOG/</dd><dt><span>config_met_prefix :</span></dt><dd>FILE</dd><dt><span>config_sfc_prefix :</span></dt><dd>SST</dd><dt><span>config_fg_interval :</span></dt><dd>86400</dd><dt><span>config_landuse_data :</span></dt><dd>USGS</dd><dt><span>config_topo_data :</span></dt><dd>GMTED2010</dd><dt><span>config_use_spechumd :</span></dt><dd>NO</dd><dt><span>config_ztop :</span></dt><dd>40000.0</dd><dt><span>config_nsmterrain :</span></dt><dd>1</dd><dt><span>config_smooth_surfaces :</span></dt><dd>YES</dd><dt><span>config_dzmin :</span></dt><dd>0.3</dd><dt><span>config_nsm :</span></dt><dd>30</dd><dt><span>config_tc_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_extrap_airtemp :</span></dt><dd>linear</dd><dt><span>config_static_interp :</span></dt><dd>NO</dd><dt><span>config_native_gwd_static :</span></dt><dd>NO</dd><dt><span>config_gwd_cell_scaling :</span></dt><dd>1.0</dd><dt><span>config_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_met_interp :</span></dt><dd>YES</dd><dt><span>config_input_sst :</span></dt><dd>NO</dd><dt><span>config_frac_seaice :</span></dt><dd>YES</dd><dt><span>config_pio_num_iotasks :</span></dt><dd>0</dd><dt><span>config_pio_stride :</span></dt><dd>1</dd><dt><span>config_block_decomp_file_prefix :</span></dt><dd>x1.655362.graph.info.part.</dd><dt><span>config_number_of_blocks :</span></dt><dd>0</dd><dt><span>config_explicit_proc_decomp :</span></dt><dd>NO</dd><dt><span>config_proc_decomp_file_prefix :</span></dt><dd>graph.info.part.</dd><dt><span>file_id :</span></dt><dd>ytj0fh0qmd</dd><dt><span>source_grid_spec :</span></dt><dd>UGRID</dd></dl></div></li></ul></div></div></details></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.UxDataArray 'gaussian' ()> Size: 4B\n",
+       "array(6.7136676e+10, dtype=float32)"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "uxds[\"gaussian\"].integrate()"
    ]
@@ -824,7 +6903,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.14.4"
+   "version": "3.11.13"
   }
  },
  "nbformat": 4,
diff --git a/docs/user-guide/healpix.ipynb b/docs/user-guide/healpix.ipynb
index 2be3459dd..03496cf1d 100644
--- a/docs/user-guide/healpix.ipynb
+++ b/docs/user-guide/healpix.ipynb
@@ -15,9 +15,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "19631a950304b3ff",
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:24.358060Z",
+     "iopub.status.busy": "2026-07-15T18:42:24.357984Z",
+     "iopub.status.idle": "2026-07-15T18:42:25.463016Z",
+     "shell.execute_reply": "2026-07-15T18:42:25.462413Z"
+    }
+   },
    "outputs": [],
    "source": [
     "import cartopy.crs as ccrs\n",
@@ -72,10 +79,672 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "93f2df22a6decb93",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:25.464916Z",
+     "iopub.status.busy": "2026-07-15T18:42:25.464760Z",
+     "iopub.status.idle": "2026-07-15T18:42:25.513612Z",
+     "shell.execute_reply": "2026-07-15T18:42:25.513201Z"
+    }
+   },
+   "outputs": [
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+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_face: 768\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * face_lon: (768,)\n",
+       "  * face_lat: (768,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "Grid Descriptor Variables:\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-685ac18f-e1e1-4889-abe9-bf7b589ab17d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-685ac18f-e1e1-4889-abe9-bf7b589ab17d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li></ul></div></li><li class='xr-section-item'><input id='section-5deaa6d6-0a8b-4799-bebf-ca6c89d65757' class='xr-section-summary-in' type='checkbox' checked /><label for='section-5deaa6d6-0a8b-4799-bebf-ca6c89d65757' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-209aeb97-a647-42b3-a6c3-b4a4da7881ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-209aeb97-a647-42b3-a6c3-b4a4da7881ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6752f86-4064-487d-bca6-21a58b6be093' class='xr-var-data-in' type='checkbox'><label for='data-d6752f86-4064-487d-bca6-21a58b6be093' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "         56.25      ,   61.875     ,   50.625     ,   56.25      ,\n",
+       "         33.75      ,   39.375     ,   28.125     ,   33.75      ,\n",
+       "         45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "         67.5       ,   73.125     ,   61.875     ,   67.5       ,\n",
+       "         78.75      ,   84.375     ,   73.125     ,   83.57142857,\n",
+       "         56.25      ,   61.875     ,   50.625     ,   57.85714286,\n",
+       "         70.71428571,   82.5       ,   67.5       ,   81.        ,\n",
+       "         22.5       ,   28.125     ,   16.875     ,   22.5       ,\n",
+       "         33.75      ,   39.375     ,   28.125     ,   32.14285714,\n",
+       "         11.25      ,   16.875     ,    5.625     ,    6.42857143,\n",
+       "         19.28571429,   22.5       ,    7.5       ,    9.        ,\n",
+       "         45.        ,   52.5       ,   37.5       ,   45.        ,\n",
+       "         63.        ,   78.75      ,   56.25      ,   75.        ,\n",
+       "         27.        ,   33.75      ,   11.25      ,   15.        ,\n",
+       "         45.        ,   67.5       ,   22.5       ,   45.        ,\n",
+       "        135.        ,  140.625     ,  129.375     ,  135.        ,\n",
+       "        146.25      ,  151.875     ,  140.625     ,  146.25      ,\n",
+       "        123.75      ,  129.375     ,  118.125     ,  123.75      ,\n",
+       "        135.        ,  140.625     ,  129.375     ,  135.        ,\n",
+       "...\n",
+       "       -135.        , -129.375     , -140.625     , -135.        ,\n",
+       "       -123.75      , -118.125     , -129.375     , -123.75      ,\n",
+       "       -146.25      , -140.625     , -151.875     , -146.25      ,\n",
+       "       -135.        , -129.375     , -140.625     , -135.        ,\n",
+       "        -45.        ,  -22.5       ,  -67.5       ,  -45.        ,\n",
+       "        -15.        ,  -11.25      ,  -33.75      ,  -27.        ,\n",
+       "        -75.        ,  -56.25      ,  -78.75      ,  -63.        ,\n",
+       "        -45.        ,  -37.5       ,  -52.5       ,  -45.        ,\n",
+       "         -9.        ,   -7.5       ,  -22.5       ,  -19.28571429,\n",
+       "         -6.42857143,   -5.625     ,  -16.875     ,  -11.25      ,\n",
+       "        -32.14285714,  -28.125     ,  -39.375     ,  -33.75      ,\n",
+       "        -22.5       ,  -16.875     ,  -28.125     ,  -22.5       ,\n",
+       "        -81.        ,  -67.5       ,  -82.5       ,  -70.71428571,\n",
+       "        -57.85714286,  -50.625     ,  -61.875     ,  -56.25      ,\n",
+       "        -83.57142857,  -73.125     ,  -84.375     ,  -78.75      ,\n",
+       "        -67.5       ,  -61.875     ,  -73.125     ,  -67.5       ,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ,\n",
+       "        -33.75      ,  -28.125     ,  -39.375     ,  -33.75      ,\n",
+       "        -56.25      ,  -50.625     ,  -61.875     ,  -56.25      ,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-b99cc38e-8f56-41d6-ab06-86d951afb8b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b99cc38e-8f56-41d6-ab06-86d951afb8b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e1e5f5a-24f0-4cb2-9a5c-3ce95ccb81b8' class='xr-var-data-in' type='checkbox'><label for='data-7e1e5f5a-24f0-4cb2-9a5c-3ce95ccb81b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        60.43443884,  66.44353569,  66.44353569,  72.38756093,\n",
+       "        60.43443884,  66.44353569,  66.44353569,  72.38756093,\n",
+       "        72.38756093,  78.28414761,  78.28414761,  84.14973294,\n",
+       "         4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "...\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185,\n",
+       "       -84.14973294, -78.28414761, -78.28414761, -72.38756093,\n",
+       "       -72.38756093, -66.44353569, -66.44353569, -60.43443884,\n",
+       "       -72.38756093, -66.44353569, -66.44353569, -60.43443884,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-686fe3da-49ce-45c2-9908-656023ccde13' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-686fe3da-49ce-45c2-9908-656023ccde13' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-961601a8-4096-4ed0-8015-b791c2ffe730' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-961601a8-4096-4ed0-8015-b791c2ffe730' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-86515c2c-4023-4aad-8e85-1fdd928c046b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-86515c2c-4023-4aad-8e85-1fdd928c046b' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0ff4b510-63fa-4eb7-b694-289bf42fe981' class='xr-section-summary-in' type='checkbox' checked /><label for='section-0ff4b510-63fa-4eb7-b694-289bf42fe981' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<uxarray.Grid>\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_face: 768\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * face_lon: (768,)\n",
+       "  * face_lat: (768,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "Grid Descriptor Variables:"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "ux.Grid.from_healpix(zoom=3)"
    ]
@@ -97,10 +766,768 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "428a2bf61174e989",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:25.515086Z",
+     "iopub.status.busy": "2026-07-15T18:42:25.514932Z",
+     "iopub.status.idle": "2026-07-15T18:42:25.529960Z",
+     "shell.execute_reply": "2026-07-15T18:42:25.529571Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
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+       "    var(--pst-color-on-background, #111111)\n",
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+       "  );\n",
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+       "  padding-bottom: 4px;\n",
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+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
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+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
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+       "  opacity: 0;\n",
+       "  height: 0;\n",
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+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
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+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
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+       "  cursor: pointer;\n",
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+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
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+       ".xr-array-wrap > input:focus-visible + label,\n",
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+       ".xr-array-wrap > input:enabled + label:hover,\n",
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+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_node: 770\n",
+       "  * n_face: 768\n",
+       "  * n_max_face_nodes: 4\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * node_lon: (770,)\n",
+       "  * node_lat: (770,)\n",
+       "  * face_lon: (768,)\n",
+       "  * face_lat: (768,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "  * face_node_connectivity: (768, 4)\n",
+       "Grid Descriptor Variables:\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7c10ebbf-a523-46b8-be63-901a2e8a9281' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-7c10ebbf-a523-46b8-be63-901a2e8a9281' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_node</span>: 770</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-78b62c02-bb3f-4eae-ba78-5c876a229fed' class='xr-section-summary-in' type='checkbox' checked /><label for='section-78b62c02-bb3f-4eae-ba78-5c876a229fed' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>36.0 -90.0 38.57 ... -135.0 -106.9</div><input id='attrs-3d7b908e-3100-449e-bb92-559fed3581f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d7b908e-3100-449e-bb92-559fed3581f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12d4fe84-cccb-49cf-be77-9aa56b1b89a8' class='xr-var-data-in' type='checkbox'><label for='data-12d4fe84-cccb-49cf-be77-9aa56b1b89a8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  36.        ,  -90.        ,   38.57142857,  -25.71428571,\n",
+       "         54.        ,  -33.75      ,  -50.625     ,  -50.625     ,\n",
+       "         30.        ,   72.        , -112.5       ,   33.75      ,\n",
+       "        101.25      ,  -22.5       ,   11.25      ,   50.625     ,\n",
+       "        -64.28571429,  140.625     ,  -90.        ,  118.125     ,\n",
+       "         84.375     ,  -39.375     , -141.42857143,  123.75      ,\n",
+       "         22.5       ,   84.375     ,  112.5       ,   25.71428571,\n",
+       "        135.        ,   45.        ,  -90.        ,   11.25      ,\n",
+       "         22.5       ,  -73.125     ,  129.375     ,   56.25      ,\n",
+       "        157.5       ,   30.        ,  118.125     ,   18.        ,\n",
+       "        -54.        ,  128.57142857,  163.125     ,  106.875     ,\n",
+       "         95.625     ,   33.75      , -101.25      ,  -61.875     ,\n",
+       "       -157.5       , -123.75      ,  -16.875     ,   45.        ,\n",
+       "        -72.        ,   50.625     ,    0.        ,  105.        ,\n",
+       "        -22.5       ,   28.125     ,  -30.        ,  -61.875     ,\n",
+       "       -112.5       ,  -38.57142857,  135.        ,  -67.5       ,\n",
+       "         67.5       ,   56.25      ,  118.125     ,  135.        ,\n",
+       "        -33.75      ,   56.25      ,  -39.375     ,   78.75      ,\n",
+       "        141.42857143,   95.625     ,   22.5       ,  146.25      ,\n",
+       "       -123.75      ,  120.        , -174.375     , -101.25      ,\n",
+       "...\n",
+       "        -45.        ,  -84.375     , -135.        ,  -11.25      ,\n",
+       "       -101.25      ,   30.        ,  -90.        , -140.625     ,\n",
+       "        -61.875     ,   67.5       ,  -50.625     ,   33.75      ,\n",
+       "        163.125     ,  154.28571429,   28.125     , -106.875     ,\n",
+       "        -90.        ,  174.375     , -135.        ,   78.75      ,\n",
+       "         50.625     ,   95.625     , -168.75      ,   90.        ,\n",
+       "         90.        ,  129.375     ,   90.        ,    0.        ,\n",
+       "        -84.375     , -108.        ,   28.125     ,  -18.        ,\n",
+       "        123.75      , -151.875     ,  -60.        , -146.25      ,\n",
+       "        -50.625     ,  174.375     ,  168.75      ,  -30.        ,\n",
+       "        146.25      ,  -67.5       ,   75.        , -150.        ,\n",
+       "        -36.        ,   90.        ,  -67.5       , -174.375     ,\n",
+       "        167.14285714,   90.        ,  -95.625     ,  -12.85714286,\n",
+       "         45.        ,  140.625     ,   16.875     ,   22.5       ,\n",
+       "       -140.625     , -180.        ,   78.75      ,   39.375     ,\n",
+       "       -163.125     ,  135.        ,  -90.        , -150.        ,\n",
+       "       -157.5       ,  -11.25      ,    5.625     ,  -78.75      ,\n",
+       "        -73.125     ,    0.        ,  174.375     , -180.        ,\n",
+       "        140.625     , -163.125     ,   25.71428571,   11.25      ,\n",
+       "       -135.        , -106.875     ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>60.43 -41.81 48.14 ... -30.0 4.78</div><input id='attrs-424d4255-9cc9-482f-b3cf-a348a4956c01' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-424d4255-9cc9-482f-b3cf-a348a4956c01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd638e8e-f4fa-4cd8-bee9-d07ce58ff910' class='xr-var-data-in' type='checkbox'><label for='data-bd638e8e-f4fa-4cd8-bee9-d07ce58ff910' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 60.43443884, -41.8103149 ,  48.14120779, -48.14120779,\n",
+       "        60.43443884,  -9.59406823,  35.68533471,  14.47751219,\n",
+       "        72.38756093, -60.43443884,   9.59406823,  41.8103149 ,\n",
+       "        -9.59406823,   9.59406823, -30.        ,  -4.78019185,\n",
+       "        48.14120779, -35.68533471,  48.14120779, -14.47751219,\n",
+       "        -4.78019185, -14.47751219, -48.14120779,  41.8103149 ,\n",
+       "        19.47122063,  24.62431835,  66.44353569,  48.14120779,\n",
+       "        66.44353569, -41.8103149 , -78.28414761, -19.47122063,\n",
+       "        41.8103149 , -35.68533471,   4.78019185,  19.47122063,\n",
+       "        41.8103149 , -54.3409123 ,  35.68533471, -60.43443884,\n",
+       "       -60.43443884,  48.14120779,  -4.78019185,  -4.78019185,\n",
+       "       -24.62431835, -30.        ,  -9.59406823, -35.68533471,\n",
+       "        41.8103149 ,  30.        ,  35.68533471,   9.59406823,\n",
+       "       -60.43443884, -35.68533471, -60.43443884, -54.3409123 ,\n",
+       "        -9.59406823,  35.68533471,  72.38756093,  14.47751219,\n",
+       "        19.47122063,  48.14120779, -78.28414761,   9.59406823,\n",
+       "       -41.8103149 ,   0.        ,  -4.78019185,  41.8103149 ,\n",
+       "       -41.8103149 , -30.        ,  24.62431835,   9.59406823,\n",
+       "       -48.14120779, -35.68533471,  30.        ,   0.        ,\n",
+       "         9.59406823, -72.38756093,  35.68533471,   0.        ,\n",
+       "...\n",
+       "       -30.        ,  -4.78019185,  30.        , -19.47122063,\n",
+       "       -30.        , -72.38756093, -84.14973294,  14.47751219,\n",
+       "        -4.78019185,   9.59406823,   4.78019185,  -9.59406823,\n",
+       "         4.78019185,  48.14120779, -24.62431835,  -4.78019185,\n",
+       "       -72.38756093, -35.68533471, -66.44353569,  19.47122063,\n",
+       "        35.68533471, -14.47751219,   9.59406823,  60.43443884,\n",
+       "        30.        ,  14.47751219,  66.44353569,  41.8103149 ,\n",
+       "        14.47751219, -60.43443884, -35.68533471, -60.43443884,\n",
+       "       -30.        ,  24.62431835, -54.3409123 ,  -9.59406823,\n",
+       "       -35.68533471,  14.47751219,  41.8103149 , -54.3409123 ,\n",
+       "       -41.8103149 ,  66.44353569,  54.3409123 ,  54.3409123 ,\n",
+       "        60.43443884,  41.8103149 ,  -9.59406823,  14.47751219,\n",
+       "        48.14120779,  84.14973294, -35.68533471,  48.14120779,\n",
+       "        30.        ,  14.47751219,  14.47751219, -41.8103149 ,\n",
+       "       -35.68533471, -66.44353569,  30.        , -14.47751219,\n",
+       "       -35.68533471,  19.47122063, -60.43443884, -72.38756093,\n",
+       "        66.44353569,   0.        ,  35.68533471,   0.        ,\n",
+       "         4.78019185,  66.44353569,  24.62431835,  54.3409123 ,\n",
+       "       -24.62431835,   4.78019185, -48.14120779,   9.59406823,\n",
+       "       -30.        ,   4.78019185])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-8f10f7bf-9ffd-4195-b409-6182c46884b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f10f7bf-9ffd-4195-b409-6182c46884b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59e9534d-773b-4030-929a-9e6e5f495e76' class='xr-var-data-in' type='checkbox'><label for='data-59e9534d-773b-4030-929a-9e6e5f495e76' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "         56.25      ,   61.875     ,   50.625     ,   56.25      ,\n",
+       "         33.75      ,   39.375     ,   28.125     ,   33.75      ,\n",
+       "         45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "         67.5       ,   73.125     ,   61.875     ,   67.5       ,\n",
+       "         78.75      ,   84.375     ,   73.125     ,   83.57142857,\n",
+       "         56.25      ,   61.875     ,   50.625     ,   57.85714286,\n",
+       "         70.71428571,   82.5       ,   67.5       ,   81.        ,\n",
+       "         22.5       ,   28.125     ,   16.875     ,   22.5       ,\n",
+       "         33.75      ,   39.375     ,   28.125     ,   32.14285714,\n",
+       "         11.25      ,   16.875     ,    5.625     ,    6.42857143,\n",
+       "         19.28571429,   22.5       ,    7.5       ,    9.        ,\n",
+       "         45.        ,   52.5       ,   37.5       ,   45.        ,\n",
+       "         63.        ,   78.75      ,   56.25      ,   75.        ,\n",
+       "         27.        ,   33.75      ,   11.25      ,   15.        ,\n",
+       "         45.        ,   67.5       ,   22.5       ,   45.        ,\n",
+       "        135.        ,  140.625     ,  129.375     ,  135.        ,\n",
+       "        146.25      ,  151.875     ,  140.625     ,  146.25      ,\n",
+       "        123.75      ,  129.375     ,  118.125     ,  123.75      ,\n",
+       "        135.        ,  140.625     ,  129.375     ,  135.        ,\n",
+       "...\n",
+       "       -135.        , -129.375     , -140.625     , -135.        ,\n",
+       "       -123.75      , -118.125     , -129.375     , -123.75      ,\n",
+       "       -146.25      , -140.625     , -151.875     , -146.25      ,\n",
+       "       -135.        , -129.375     , -140.625     , -135.        ,\n",
+       "        -45.        ,  -22.5       ,  -67.5       ,  -45.        ,\n",
+       "        -15.        ,  -11.25      ,  -33.75      ,  -27.        ,\n",
+       "        -75.        ,  -56.25      ,  -78.75      ,  -63.        ,\n",
+       "        -45.        ,  -37.5       ,  -52.5       ,  -45.        ,\n",
+       "         -9.        ,   -7.5       ,  -22.5       ,  -19.28571429,\n",
+       "         -6.42857143,   -5.625     ,  -16.875     ,  -11.25      ,\n",
+       "        -32.14285714,  -28.125     ,  -39.375     ,  -33.75      ,\n",
+       "        -22.5       ,  -16.875     ,  -28.125     ,  -22.5       ,\n",
+       "        -81.        ,  -67.5       ,  -82.5       ,  -70.71428571,\n",
+       "        -57.85714286,  -50.625     ,  -61.875     ,  -56.25      ,\n",
+       "        -83.57142857,  -73.125     ,  -84.375     ,  -78.75      ,\n",
+       "        -67.5       ,  -61.875     ,  -73.125     ,  -67.5       ,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ,\n",
+       "        -33.75      ,  -28.125     ,  -39.375     ,  -33.75      ,\n",
+       "        -56.25      ,  -50.625     ,  -61.875     ,  -56.25      ,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-088c9262-477f-4af2-8787-21e030aecab5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-088c9262-477f-4af2-8787-21e030aecab5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f41e348a-104b-4640-a51b-b8bb21c97259' class='xr-var-data-in' type='checkbox'><label for='data-f41e348a-104b-4640-a51b-b8bb21c97259' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        35.68533471,  41.8103149 ,  41.8103149 ,  48.14120779,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        48.14120779,  54.3409123 ,  54.3409123 ,  60.43443884,\n",
+       "        60.43443884,  66.44353569,  66.44353569,  72.38756093,\n",
+       "        60.43443884,  66.44353569,  66.44353569,  72.38756093,\n",
+       "        72.38756093,  78.28414761,  78.28414761,  84.14973294,\n",
+       "         4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
+       "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
+       "...\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185,\n",
+       "       -84.14973294, -78.28414761, -78.28414761, -72.38756093,\n",
+       "       -72.38756093, -66.44353569, -66.44353569, -60.43443884,\n",
+       "       -72.38756093, -66.44353569, -66.44353569, -60.43443884,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -60.43443884, -54.3409123 , -54.3409123 , -48.14120779,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -48.14120779, -41.8103149 , -41.8103149 , -35.68533471,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-979137cb-a1bc-4320-b8ce-a2943e767641' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-979137cb-a1bc-4320-b8ce-a2943e767641' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-3cdecc4a-4fc6-45b9-aa51-e0db9488342f' class='xr-section-summary-in' type='checkbox' checked /><label for='section-3cdecc4a-4fc6-45b9-aa51-e0db9488342f' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>322 51 468 557 ... 385 290 329 671</div><input id='attrs-1cb67dcf-3c54-4816-b551-4012347b9b8f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1cb67dcf-3c54-4816-b551-4012347b9b8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0b016b09-c916-4119-8cea-9014d22f3e7a' class='xr-var-data-in' type='checkbox'><label for='data-0b016b09-c916-4119-8cea-9014d22f3e7a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[322,  51, 468, 557],\n",
+       "       [516, 469,  51, 322],\n",
+       "       [ 51, 306, 340, 468],\n",
+       "       ...,\n",
+       "       [  5, 385, 671,  21],\n",
+       "       [671, 329, 532, 593],\n",
+       "       [385, 290, 329, 671]], shape=(768, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-59849a18-5f2a-465c-891f-2f2706b5a9b2' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-59849a18-5f2a-465c-891f-2f2706b5a9b2' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-18152260-1dfe-4f41-9e63-399f7a57c403' class='xr-section-summary-in' type='checkbox' checked /><label for='section-18152260-1dfe-4f41-9e63-399f7a57c403' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<uxarray.Grid>\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_node: 770\n",
+       "  * n_face: 768\n",
+       "  * n_max_face_nodes: 4\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * node_lon: (770,)\n",
+       "  * node_lat: (770,)\n",
+       "  * face_lon: (768,)\n",
+       "  * face_lat: (768,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "  * face_node_connectivity: (768, 4)\n",
+       "Grid Descriptor Variables:"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "ux.Grid.from_healpix(zoom=3, pixels_only=False)"
    ]
@@ -115,10 +1542,605 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "935e78eda9c2ce8c",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:25.531301Z",
+     "iopub.status.busy": "2026-07-15T18:42:25.531214Z",
+     "iopub.status.idle": "2026-07-15T18:42:25.536803Z",
+     "shell.execute_reply": "2026-07-15T18:42:25.536401Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
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+       "  opacity: 0;\n",
+       "  height: 0;\n",
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+       "\n",
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+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
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+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
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+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
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+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
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+       ".xr-array-wrap > input:focus-visible + label,\n",
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+       ".xr-array-wrap > input:enabled + label:hover,\n",
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+       "\n",
+       ".xr-group-box {\n",
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+       "  grid-template-columns: 0px 30px auto;\n",
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+       "\n",
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+       "  grid-column-start: 1;\n",
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+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
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+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
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+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
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+       "\n",
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+       "\n",
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+       "  color: var(--xr-font-color2);\n",
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+       "\n",
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+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
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+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
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+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;face_node_connectivity&#x27; (n_face: 768, n_max_face_nodes: 4)&gt; Size: 25kB\n",
+       "array([[ 14, 200, 120, 429],\n",
+       "       [632, 676, 200,  14],\n",
+       "       [200, 158,  34, 120],\n",
+       "       ...,\n",
+       "       [ 92, 230, 605, 564],\n",
+       "       [605,  15, 720, 184],\n",
+       "       [230, 226,  15, 605]], shape=(768, 4))\n",
+       "Dimensions without coordinates: n_face, n_max_face_nodes\n",
+       "Attributes:\n",
+       "    cf_role:      face_node_connectivity\n",
+       "    long name:    Maps every face to its corner nodes.\n",
+       "    start_index:  0\n",
+       "    _FillValue:   -9223372036854775808</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_node_connectivity&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_max_face_nodes</span>: 4</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-58529eb9-c6bc-487b-a5e4-d3a2b4ad3b7e' class='xr-array-in' type='checkbox' checked><label for='section-58529eb9-c6bc-487b-a5e4-d3a2b4ad3b7e' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>14 200 120 429 632 676 200 14 200 ... 605 15 720 184 230 226 15 605</span></div><div class='xr-array-data'><pre>array([[ 14, 200, 120, 429],\n",
+       "       [632, 676, 200,  14],\n",
+       "       [200, 158,  34, 120],\n",
+       "       ...,\n",
+       "       [ 92, 230, 605, 564],\n",
+       "       [605,  15, 720, 184],\n",
+       "       [230, 226,  15, 605]], shape=(768, 4))</pre></div></div></li><li class='xr-section-item'><input id='section-8127dbbc-8f98-4a1e-9c6d-2ef7f99b5aaa' class='xr-section-summary-in' type='checkbox' checked /><label for='section-8127dbbc-8f98-4a1e-9c6d-2ef7f99b5aaa' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'face_node_connectivity' (n_face: 768, n_max_face_nodes: 4)> Size: 25kB\n",
+       "array([[ 14, 200, 120, 429],\n",
+       "       [632, 676, 200,  14],\n",
+       "       [200, 158,  34, 120],\n",
+       "       ...,\n",
+       "       [ 92, 230, 605, 564],\n",
+       "       [605,  15, 720, 184],\n",
+       "       [230, 226,  15, 605]], shape=(768, 4))\n",
+       "Dimensions without coordinates: n_face, n_max_face_nodes\n",
+       "Attributes:\n",
+       "    cf_role:      face_node_connectivity\n",
+       "    long name:    Maps every face to its corner nodes.\n",
+       "    start_index:  0\n",
+       "    _FillValue:   -9223372036854775808"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "ux.Grid.from_healpix(zoom=3, pixels_only=True).face_node_connectivity"
    ]
@@ -140,10 +2162,1288 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "34c9de64665bcd77",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:25.537872Z",
+     "iopub.status.busy": "2026-07-15T18:42:25.537801Z",
+     "iopub.status.idle": "2026-07-15T18:42:31.720909Z",
+     "shell.execute_reply": "2026-07-15T18:42:31.720465Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "    for (let i = 0; i < css_urls.length; i++) {\n",
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+       "      if (existing_stylesheets.indexOf(escaped) !== -1) {\n",
+       "        on_load()\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
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+       "    }    var existing_scripts = []\n",
+       "    const scripts = document.getElementsByTagName('script')\n",
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+       "      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n",
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+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
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+       "    }\n",
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+       "      element.async = false;\n",
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+       "      element.type = \"module\";\n",
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+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.9.0.min.js\", \"https://cdn.holoviz.org/panel/1.8.10/dist/panel.min.js\"];\n",
+       "  const js_modules = [];\n",
+       "  const js_exports = {};\n",
+       "  const css_urls = [];\n",
+       "  const inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (let i = 0; i < inline_js.length; i++) {\n",
+       "        try {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "        } catch(e) {\n",
+       "          if (!reloading) {\n",
+       "            throw e;\n",
+       "          }\n",
+       "        }\n",
+       "      }\n",
+       "    } else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false;\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      // If the timeout and bokeh was not successfully loaded we reset\n",
+       "      // everything and try loading again\n",
+       "      root._bokeh_timeout = Date.now() + 5000;\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      root._bokeh_is_loading = 0;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true;\n",
+       "      root._bokeh_onload_callbacks = [];\n",
+       "      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "        if (root.Bokeh) {\n",
+       "          root.Bokeh = undefined;\n",
+       "        }\n",
+       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n",
+       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "        run_inline_js();\n",
+       "        if (Bokeh != undefined && !reloading) {\n",
+       "          const NewBokeh = root.Bokeh;\n",
+       "          if (Bokeh.versions === undefined) {\n",
+       "            Bokeh.versions = new Map();\n",
+       "          }\n",
+       "          if (NewBokeh.version !== Bokeh.version) {\n",
+       "            Bokeh[NewBokeh.version] = NewBokeh;\n",
+       "            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n",
+       "          }\n",
+       "          root.Bokeh = Bokeh;\n",
+       "        }\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = true;\n  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = false;\n  const Bokeh = root.Bokeh;\n  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.9.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.9.0.min.js\", \"https://cdn.holoviz.org/panel/1.8.10/dist/panel.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false;\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true;\n      root._bokeh_onload_callbacks = [];\n      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n        if (Bokeh != undefined && !reloading) {\n          const NewBokeh = root.Bokeh;\n          if (Bokeh.versions === undefined) {\n            Bokeh.versions = new Map();\n          }\n          if (NewBokeh.version !== Bokeh.version) {\n            Bokeh[NewBokeh.version] = NewBokeh;\n            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n          }\n          root.Bokeh = Bokeh;\n        }\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        let retries = 0;\n",
+       "        const open = () => {\n",
+       "          if (comm.active) {\n",
+       "            comm.open();\n",
+       "          } else if (retries > 3) {\n",
+       "            console.warn('Comm target never activated')\n",
+       "          } else {\n",
+       "            retries += 1\n",
+       "            setTimeout(open, 500)\n",
+       "          }\n",
+       "        }\n",
+       "        if (comm.active) {\n",
+       "          comm.open();\n",
+       "        } else {\n",
+       "          setTimeout(open, 500)\n",
+       "        }\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        })\n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
+      ],
+      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n        if (msg_handler) {\n          comm.on_msg(msg_handler);\n        }\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n        let retries = 0;\n        const open = () => {\n          if (comm.active) {\n            comm.open();\n          } else if (retries > 3) {\n            console.warn('Comm target never activated')\n          } else {\n            retries += 1\n            setTimeout(open, 500)\n          }\n        }\n        if (comm.active) {\n          comm.open();\n        } else {\n          setTimeout(open, 500)\n        }\n        if (msg_handler) {\n          comm.onMsg = msg_handler;\n        }\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        var comm_promise = google.colab.kernel.comms.open(comm_id)\n        comm_promise.then((comm) => {\n          window.PyViz.comms[comm_id] = comm;\n          if (msg_handler) {\n            var messages = comm.messages[Symbol.asyncIterator]();\n            function processIteratorResult(result) {\n              var message = result.value;\n              var content = {data: message.data};\n              var metadata = message.metadata || {comm_id};\n              var msg = {content, metadata}\n              msg_handler(msg);\n              return messages.next().then(processIteratorResult);\n            }\n            return messages.next().then(processIteratorResult);\n          }\n        })\n        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n          return comm_promise.then((comm) => {\n            comm.send(data, metadata, buffers, disposeOnDone);\n          });\n        };\n        var comm = {\n          send: sendClosure\n        };\n      }\n      window.PyViz.comms[comm_id] = comm;\n      return comm;\n    }\n    window.PyViz.comm_manager = new JupyterCommManager();\n    \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n  var div = document.createElement(\"div\");\n  var script = document.createElement(\"script\");\n  node.appendChild(div);\n  node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n  var output_area = handle.output_area;\n  var output = handle.output;\n  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n    return\n  }\n  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n  if (id !== undefined) {\n    var nchildren = toinsert.length;\n    var html_node = toinsert[nchildren-1].children[0];\n    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n    var scripts = [];\n    var nodelist = html_node.querySelectorAll(\"script\");\n    for (var i in nodelist) {\n      if (nodelist.hasOwnProperty(i)) {\n        scripts.push(nodelist[i])\n      }\n    }\n\n    scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='7c793e31-7abe-45b9-9c4a-32e198912aa5'>\n",
+       "  <div id=\"f678c5f1-148a-4061-b4b7-2cfdae386178\" data-root-id=\"7c793e31-7abe-45b9-9c4a-32e198912aa5\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"ebfe1fde-4d64-42ce-bda4-1211b00accce\":{\"version\":\"3.9.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"a96931f7-1b60-4b20-b2aa-c93fea4e1063\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"574dd1ef-12d4-4f9e-b5aa-39804f3a43db\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"7c793e31-7abe-45b9-9c4a-32e198912aa5\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"eb530a2e-34b4-4ff5-aad3-3d478dc59307\",\"attributes\":{\"plot_id\":\"7c793e31-7abe-45b9-9c4a-32e198912aa5\",\"comm_id\":\"8f1e0b47834d4fe3a9b22494a90f6b6f\",\"client_comm_id\":\"29f05b2448da4720983d13a75b053310\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"ebfe1fde-4d64-42ce-bda4-1211b00accce\",\"roots\":{\"7c793e31-7abe-45b9-9c4a-32e198912aa5\":\"f678c5f1-148a-4061-b4b7-2cfdae386178\"},\"root_ids\":[\"7c793e31-7abe-45b9-9c4a-32e198912aa5\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ]
+     },
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "7c793e31-7abe-45b9-9c4a-32e198912aa5"
+      }
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<script type=\"esms-options\">{\"shimMode\": true}</script><style>*[data-root-id],\n",
+       "*[data-root-id] > * {\n",
+       "  box-sizing: border-box;\n",
+       "  font-family: var(--jp-ui-font-family);\n",
+       "  font-size: var(--jp-ui-font-size1);\n",
+       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
+       "}\n",
+       "\n",
+       "/* Override VSCode background color */\n",
+       ".cell-output-ipywidget-background:has(\n",
+       "  > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
+       "),\n",
+       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "</style>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "(function(root) {\n",
+       "  function now() {\n",
+       "    return new Date();\n",
+       "  }\n",
+       "\n",
+       "  const force = false;\n",
+       "  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
+       "  const reloading = true;\n",
+       "  const Bokeh = root.Bokeh;\n",
+       "  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n",
+       "  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n",
+       "\n",
+       "  // Set a timeout for this load but only if we are not already initializing\n",
+       "  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n",
+       "    root._bokeh_timeout = Date.now() + 5000;\n",
+       "    root._bokeh_failed_load = false;\n",
+       "  }\n",
+       "\n",
+       "  function run_callbacks() {\n",
+       "    try {\n",
+       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
+       "        if (callback != null)\n",
+       "          callback();\n",
+       "      });\n",
+       "    } finally {\n",
+       "      delete root._bokeh_onload_callbacks;\n",
+       "    }\n",
+       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
+       "  }\n",
+       "\n",
+       "  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n",
+       "    if (css_urls == null) css_urls = [];\n",
+       "    if (js_urls == null) js_urls = [];\n",
+       "    if (js_modules == null) js_modules = [];\n",
+       "    if (js_exports == null) js_exports = {};\n",
+       "\n",
+       "    root._bokeh_onload_callbacks.push(callback);\n",
+       "\n",
+       "    if (root._bokeh_is_loading > 0) {\n",
+       "      // Don't load bokeh if it is still initializing\n",
+       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+       "      return null;\n",
+       "    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
+       "      // There is nothing to load\n",
+       "      run_callbacks();\n",
+       "      return null;\n",
+       "    }\n",
+       "\n",
+       "    function on_load() {\n",
+       "      root._bokeh_is_loading--;\n",
+       "      if (root._bokeh_is_loading === 0) {\n",
+       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
+       "        run_callbacks()\n",
+       "      }\n",
+       "    }\n",
+       "    window._bokeh_on_load = on_load\n",
+       "\n",
+       "    function on_error(e) {\n",
+       "      const src_el = e.srcElement\n",
+       "      console.error(\"failed to load \" + (src_el.href || src_el.src));\n",
+       "    }\n",
+       "\n",
+       "    const skip = [];\n",
+       "    if (window.requirejs) {\n",
+       "      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
+       "      root._bokeh_is_loading = css_urls.length + 0;\n",
+       "    } else {\n",
+       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
+       "    }\n",
+       "\n",
+       "    const existing_stylesheets = []\n",
+       "    const links = document.getElementsByTagName('link')\n",
+       "    for (let i = 0; i < links.length; i++) {\n",
+       "      const link = links[i]\n",
+       "      if (link.href != null) {\n",
+       "        existing_stylesheets.push(link.href)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < css_urls.length; i++) {\n",
+       "      const url = css_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (existing_stylesheets.indexOf(escaped) !== -1) {\n",
+       "        on_load()\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement(\"link\");\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.rel = \"stylesheet\";\n",
+       "      element.type = \"text/css\";\n",
+       "      element.href = url;\n",
+       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
+       "      document.body.appendChild(element);\n",
+       "    }    var existing_scripts = []\n",
+       "    const scripts = document.getElementsByTagName('script')\n",
+       "    for (let i = 0; i < scripts.length; i++) {\n",
+       "      var script = scripts[i]\n",
+       "      if (script.src != null) {\n",
+       "        existing_scripts.push(script.src)\n",
+       "      }\n",
+       "    }\n",
+       "    for (let i = 0; i < js_urls.length; i++) {\n",
+       "      const url = js_urls[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n",
+       "      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n",
+       "      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n",
+       "      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      const element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (let i = 0; i < js_modules.length; i++) {\n",
+       "      const url = js_modules[i];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onload = on_load;\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.src = url;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    for (const name in js_exports) {\n",
+       "      const url = js_exports[name];\n",
+       "      const escaped = encodeURI(url)\n",
+       "      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n",
+       "        if (!window.requirejs) {\n",
+       "          on_load();\n",
+       "        }\n",
+       "        continue;\n",
+       "      }\n",
+       "      var element = document.createElement('script');\n",
+       "      element.onerror = on_error;\n",
+       "      element.async = false;\n",
+       "      element.type = \"module\";\n",
+       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+       "      element.textContent = `\n",
+       "      import ${name} from \"${url}\"\n",
+       "      window.${name} = ${name}\n",
+       "      window._bokeh_on_load()\n",
+       "      `\n",
+       "      document.head.appendChild(element);\n",
+       "    }\n",
+       "    if (!js_urls.length && !js_modules.length) {\n",
+       "      on_load()\n",
+       "    }\n",
+       "  };\n",
+       "\n",
+       "  function inject_raw_css(css) {\n",
+       "    const element = document.createElement(\"style\");\n",
+       "    element.appendChild(document.createTextNode(css));\n",
+       "    document.body.appendChild(element);\n",
+       "  }\n",
+       "\n",
+       "  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n",
+       "  const js_modules = [];\n",
+       "  const js_exports = {};\n",
+       "  const css_urls = [];\n",
+       "  const inline_js = [    function(Bokeh) {\n",
+       "      Bokeh.set_log_level(\"info\");\n",
+       "    },\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "  ];\n",
+       "\n",
+       "  function run_inline_js() {\n",
+       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
+       "      for (let i = 0; i < inline_js.length; i++) {\n",
+       "        try {\n",
+       "          inline_js[i].call(root, root.Bokeh);\n",
+       "        } catch(e) {\n",
+       "          if (!reloading) {\n",
+       "            throw e;\n",
+       "          }\n",
+       "        }\n",
+       "      }\n",
+       "    } else if (Date.now() < root._bokeh_timeout) {\n",
+       "      setTimeout(run_inline_js, 100);\n",
+       "    } else if (!root._bokeh_failed_load) {\n",
+       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+       "      root._bokeh_failed_load = true;\n",
+       "    }\n",
+       "    root._bokeh_is_initializing = false;\n",
+       "  }\n",
+       "\n",
+       "  function load_or_wait() {\n",
+       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
+       "    // versions of Bokeh and its dependencies at the same time.\n",
+       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
+       "    // to determine whether there is an ongoing attempt to initialize\n",
+       "    // bokeh, however for backward compatibility we also try to ensure\n",
+       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
+       "    // before older versions are fully initialized.\n",
+       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
+       "      // If the timeout and bokeh was not successfully loaded we reset\n",
+       "      // everything and try loading again\n",
+       "      root._bokeh_timeout = Date.now() + 5000;\n",
+       "      root._bokeh_is_initializing = false;\n",
+       "      root._bokeh_onload_callbacks = undefined;\n",
+       "      root._bokeh_is_loading = 0;\n",
+       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
+       "      load_or_wait();\n",
+       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
+       "      setTimeout(load_or_wait, 100);\n",
+       "    } else {\n",
+       "      root._bokeh_is_initializing = true;\n",
+       "      root._bokeh_onload_callbacks = [];\n",
+       "      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n",
+       "      if (!reloading && !bokeh_loaded) {\n",
+       "        if (root.Bokeh) {\n",
+       "          root.Bokeh = undefined;\n",
+       "        }\n",
+       "        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+       "      }\n",
+       "      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n",
+       "        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+       "        run_inline_js();\n",
+       "        if (Bokeh != undefined && !reloading) {\n",
+       "          const NewBokeh = root.Bokeh;\n",
+       "          if (Bokeh.versions === undefined) {\n",
+       "            Bokeh.versions = new Map();\n",
+       "          }\n",
+       "          if (NewBokeh.version !== Bokeh.version) {\n",
+       "            Bokeh[NewBokeh.version] = NewBokeh;\n",
+       "            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n",
+       "          }\n",
+       "          root.Bokeh = Bokeh;\n",
+       "        }\n",
+       "      });\n",
+       "    }\n",
+       "  }\n",
+       "  // Give older versions of the autoload script a head-start to ensure\n",
+       "  // they initialize before we start loading newer version.\n",
+       "  setTimeout(load_or_wait, 100)\n",
+       "}(window));"
+      ],
+      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = false;\n  const version = '3.9.0'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  const reloading = true;\n  const Bokeh = root.Bokeh;\n  const BK_RE = /^https:\\/\\/cdn\\.bokeh\\.org\\/bokeh\\/(release|dev)\\/bokeh-/;\n  const PN_RE = /^https:\\/\\/cdn\\.holoviz\\.org\\/panel\\/[^/]+\\/dist\\/panel/i;\n\n  // Set a timeout for this load but only if we are not already initializing\n  if (typeof (root._bokeh_timeout) === \"undefined\" || (force || !root._bokeh_is_initializing)) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      // Don't load bokeh if it is still initializing\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    } else if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      // There is nothing to load\n      run_callbacks();\n      return null;\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error(e) {\n      const src_el = e.srcElement\n      console.error(\"failed to load \" + (src_el.href || src_el.src));\n    }\n\n    const skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n      root._bokeh_is_loading = css_urls.length + 0;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    const existing_stylesheets = []\n    const links = document.getElementsByTagName('link')\n    for (let i = 0; i < links.length; i++) {\n      const link = links[i]\n      if (link.href != null) {\n        existing_stylesheets.push(link.href)\n      }\n    }\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const escaped = encodeURI(url)\n      if (existing_stylesheets.indexOf(escaped) !== -1) {\n        on_load()\n        continue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    var existing_scripts = []\n    const scripts = document.getElementsByTagName('script')\n    for (let i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n        existing_scripts.push(script.src)\n      }\n    }\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const escaped = encodeURI(url)\n      const shouldSkip = skip.includes(escaped) || existing_scripts.includes(escaped)\n      const isBokehOrPanel = BK_RE.test(escaped) || PN_RE.test(escaped)\n      const missingOrBroken = Bokeh == null || Bokeh.Panel == null || (Bokeh.version != version && !Bokeh.versions?.has(version)) || Bokeh.versions?.get(version)?.Panel == null;\n      if (shouldSkip && !(isBokehOrPanel && missingOrBroken)) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (let i = 0; i < js_modules.length; i++) {\n      const url = js_modules[i];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) !== -1 || existing_scripts.indexOf(escaped) !== -1) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      const url = js_exports[name];\n      const escaped = encodeURI(url)\n      if (skip.indexOf(escaped) >= 0 || root[name] != null) {\n        if (!window.requirejs) {\n          on_load();\n        }\n        continue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/reactiveesm/es-module-shims@^1.10.0/dist/es-module-shims.min.js\"];\n  const js_modules = [];\n  const js_exports = {};\n  const css_urls = [];\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (let i = 0; i < inline_js.length; i++) {\n        try {\n          inline_js[i].call(root, root.Bokeh);\n        } catch(e) {\n          if (!reloading) {\n            throw e;\n          }\n        }\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false;\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      // If the timeout and bokeh was not successfully loaded we reset\n      // everything and try loading again\n      root._bokeh_timeout = Date.now() + 5000;\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      root._bokeh_is_loading = 0;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      root._bokeh_is_initializing = true;\n      root._bokeh_onload_callbacks = [];\n      const bokeh_loaded = Bokeh != null && ((Bokeh.version === version && Bokeh.Panel) || (Bokeh.versions?.has(version) && Bokeh.versions.get(version)?.Panel));\n      if (!reloading && !bokeh_loaded) {\n        if (root.Bokeh) {\n          root.Bokeh = undefined;\n        }\n        console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, Bokeh, function() {\n        console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n        run_inline_js();\n        if (Bokeh != undefined && !reloading) {\n          const NewBokeh = root.Bokeh;\n          if (Bokeh.versions === undefined) {\n            Bokeh.versions = new Map();\n          }\n          if (NewBokeh.version !== Bokeh.version) {\n            Bokeh[NewBokeh.version] = NewBokeh;\n            Bokeh.versions.set(NewBokeh.version, NewBokeh);\n          }\n          root.Bokeh = Bokeh;\n        }\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/javascript": [
+       "\n",
+       "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
+       "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
+       "}\n",
+       "\n",
+       "\n",
+       "    function JupyterCommManager() {\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        comm_manager.register_target(comm_id, function(comm) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        });\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        });\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
+       "          var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "          function processIteratorResult(result) {\n",
+       "            var message = result.value;\n",
+       "            var content = {data: message.data, comm_id};\n",
+       "            var buffers = []\n",
+       "            for (var buffer of message.buffers || []) {\n",
+       "              buffers.push(new DataView(buffer))\n",
+       "            }\n",
+       "            var metadata = message.metadata || {};\n",
+       "            var msg = {content, buffers, metadata}\n",
+       "            msg_handler(msg);\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "          return messages.next().then(processIteratorResult);\n",
+       "        })\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
+       "      if (comm_id in window.PyViz.comms) {\n",
+       "        return window.PyViz.comms[comm_id];\n",
+       "      } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
+       "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
+       "        var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
+       "        if (msg_handler) {\n",
+       "          comm.on_msg(msg_handler);\n",
+       "        }\n",
+       "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
+       "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
+       "        let retries = 0;\n",
+       "        const open = () => {\n",
+       "          if (comm.active) {\n",
+       "            comm.open();\n",
+       "          } else if (retries > 3) {\n",
+       "            console.warn('Comm target never activated')\n",
+       "          } else {\n",
+       "            retries += 1\n",
+       "            setTimeout(open, 500)\n",
+       "          }\n",
+       "        }\n",
+       "        if (comm.active) {\n",
+       "          comm.open();\n",
+       "        } else {\n",
+       "          setTimeout(open, 500)\n",
+       "        }\n",
+       "        if (msg_handler) {\n",
+       "          comm.onMsg = msg_handler;\n",
+       "        }\n",
+       "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
+       "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
+       "        comm_promise.then((comm) => {\n",
+       "          window.PyViz.comms[comm_id] = comm;\n",
+       "          if (msg_handler) {\n",
+       "            var messages = comm.messages[Symbol.asyncIterator]();\n",
+       "            function processIteratorResult(result) {\n",
+       "              var message = result.value;\n",
+       "              var content = {data: message.data};\n",
+       "              var metadata = message.metadata || {comm_id};\n",
+       "              var msg = {content, metadata}\n",
+       "              msg_handler(msg);\n",
+       "              return messages.next().then(processIteratorResult);\n",
+       "            }\n",
+       "            return messages.next().then(processIteratorResult);\n",
+       "          }\n",
+       "        })\n",
+       "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
+       "          return comm_promise.then((comm) => {\n",
+       "            comm.send(data, metadata, buffers, disposeOnDone);\n",
+       "          });\n",
+       "        };\n",
+       "        var comm = {\n",
+       "          send: sendClosure\n",
+       "        };\n",
+       "      }\n",
+       "      window.PyViz.comms[comm_id] = comm;\n",
+       "      return comm;\n",
+       "    }\n",
+       "    window.PyViz.comm_manager = new JupyterCommManager();\n",
+       "    \n",
+       "\n",
+       "\n",
+       "var JS_MIME_TYPE = 'application/javascript';\n",
+       "var HTML_MIME_TYPE = 'text/html';\n",
+       "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
+       "var CLASS_NAME = 'output';\n",
+       "\n",
+       "/**\n",
+       " * Render data to the DOM node\n",
+       " */\n",
+       "function render(props, node) {\n",
+       "  var div = document.createElement(\"div\");\n",
+       "  var script = document.createElement(\"script\");\n",
+       "  node.appendChild(div);\n",
+       "  node.appendChild(script);\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when a new output is added\n",
+       " */\n",
+       "function handle_add_output(event, handle) {\n",
+       "  var output_area = handle.output_area;\n",
+       "  var output = handle.output;\n",
+       "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+       "    return\n",
+       "  }\n",
+       "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+       "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+       "  if (id !== undefined) {\n",
+       "    var nchildren = toinsert.length;\n",
+       "    var html_node = toinsert[nchildren-1].children[0];\n",
+       "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var scripts = [];\n",
+       "    var nodelist = html_node.querySelectorAll(\"script\");\n",
+       "    for (var i in nodelist) {\n",
+       "      if (nodelist.hasOwnProperty(i)) {\n",
+       "        scripts.push(nodelist[i])\n",
+       "      }\n",
+       "    }\n",
+       "\n",
+       "    scripts.forEach( function (oldScript) {\n",
+       "      var newScript = document.createElement(\"script\");\n",
+       "      var attrs = [];\n",
+       "      var nodemap = oldScript.attributes;\n",
+       "      for (var j in nodemap) {\n",
+       "        if (nodemap.hasOwnProperty(j)) {\n",
+       "          attrs.push(nodemap[j])\n",
+       "        }\n",
+       "      }\n",
+       "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
+       "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
+       "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
+       "    });\n",
+       "    if (JS_MIME_TYPE in output.data) {\n",
+       "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
+       "    }\n",
+       "    output_area._hv_plot_id = id;\n",
+       "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
+       "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
+       "    } else {\n",
+       "      window.PyViz.plot_index[id] = null;\n",
+       "    }\n",
+       "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+       "    var bk_div = document.createElement(\"div\");\n",
+       "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+       "    var script_attrs = bk_div.children[0].attributes;\n",
+       "    for (var i = 0; i < script_attrs.length; i++) {\n",
+       "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+       "    }\n",
+       "    // store reference to server id on output_area\n",
+       "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle when an output is cleared or removed\n",
+       " */\n",
+       "function handle_clear_output(event, handle) {\n",
+       "  var id = handle.cell.output_area._hv_plot_id;\n",
+       "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
+       "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
+       "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
+       "  if (server_id !== null) {\n",
+       "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
+       "    return;\n",
+       "  } else if (comm !== null) {\n",
+       "    comm.send({event_type: 'delete', 'id': id});\n",
+       "  }\n",
+       "  delete PyViz.plot_index[id];\n",
+       "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
+       "    var doc = window.Bokeh.index[id].model.document\n",
+       "    doc.clear();\n",
+       "    const i = window.Bokeh.documents.indexOf(doc);\n",
+       "    if (i > -1) {\n",
+       "      window.Bokeh.documents.splice(i, 1);\n",
+       "    }\n",
+       "  }\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle kernel restart event\n",
+       " */\n",
+       "function handle_kernel_cleanup(event, handle) {\n",
+       "  delete PyViz.comms[\"hv-extension-comm\"];\n",
+       "  window.PyViz.plot_index = {}\n",
+       "}\n",
+       "\n",
+       "/**\n",
+       " * Handle update_display_data messages\n",
+       " */\n",
+       "function handle_update_output(event, handle) {\n",
+       "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
+       "  handle_add_output(event, handle)\n",
+       "}\n",
+       "\n",
+       "function register_renderer(events, OutputArea) {\n",
+       "  function append_mime(data, metadata, element) {\n",
+       "    // create a DOM node to render to\n",
+       "    var toinsert = this.create_output_subarea(\n",
+       "    metadata,\n",
+       "    CLASS_NAME,\n",
+       "    EXEC_MIME_TYPE\n",
+       "    );\n",
+       "    this.keyboard_manager.register_events(toinsert);\n",
+       "    // Render to node\n",
+       "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+       "    render(props, toinsert[0]);\n",
+       "    element.append(toinsert);\n",
+       "    return toinsert\n",
+       "  }\n",
+       "\n",
+       "  events.on('output_added.OutputArea', handle_add_output);\n",
+       "  events.on('output_updated.OutputArea', handle_update_output);\n",
+       "  events.on('clear_output.CodeCell', handle_clear_output);\n",
+       "  events.on('delete.Cell', handle_clear_output);\n",
+       "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
+       "\n",
+       "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+       "    safe: true,\n",
+       "    index: 0\n",
+       "  });\n",
+       "}\n",
+       "\n",
+       "if (window.Jupyter !== undefined) {\n",
+       "  try {\n",
+       "    var events = require('base/js/events');\n",
+       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+       "      register_renderer(events, OutputArea);\n",
+       "    }\n",
+       "  } catch(err) {\n",
+       "  }\n",
+       "}\n"
+      ],
+      "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n    function JupyterCommManager() {\n    }\n\n    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n      if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n        comm_manager.register_target(comm_id, function(comm) {\n          comm.on_msg(msg_handler);\n        });\n      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n        window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n          comm.onMsg = msg_handler;\n        });\n      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || ((window.Jupyter !== undefined) && 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fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"f607090a-9716-4e4c-b473-4d7f46c49849\",\"roots\":{\"7446464f-786c-4750-bb38-5db6d4fa0047\":\"cf5b209e-1d88-489a-9534-1011207262da\"},\"root_ids\":[\"7446464f-786c-4750-bb38-5db6d4fa0047\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Layout\n",
+       "   .Path.I   :Path   [Longitude,Latitude]\n",
+       "   .Path.II  :Path   [Longitude,Latitude]\n",
+       "   .Path.III :Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "7446464f-786c-4750-bb38-5db6d4fa0047"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "(\n",
     "    ux.Grid.from_healpix(zoom=2).plot(\n",
@@ -170,9 +3470,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "eb4879c32c78a4a0",
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:31.724594Z",
+     "iopub.status.busy": "2026-07-15T18:42:31.724478Z",
+     "iopub.status.idle": "2026-07-15T18:42:33.492830Z",
+     "shell.execute_reply": "2026-07-15T18:42:33.492376Z"
+    }
+   },
    "outputs": [],
    "source": [
     "source_uxds = ux.tutorial.open_dataset(\"outCSne30-vortex\")\n",
@@ -196,10 +3503,112 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "5adb8285-1886-4992-9f4e-7a89fdaa8986",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:33.494371Z",
+     "iopub.status.busy": "2026-07-15T18:42:33.494279Z",
+     "iopub.status.idle": "2026-07-15T18:42:39.679682Z",
+     "shell.execute_reply": "2026-07-15T18:42:39.679107Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='f482b089-a8b1-4e2d-ae73-37efb03314bd'>\n",
+       "  <div id=\"fe8922d5-68b2-4295-9342-836ecec35512\" data-root-id=\"f482b089-a8b1-4e2d-ae73-37efb03314bd\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"c42275f7-0196-41ed-889f-72f6d7f356dd\":{\"version\":\"3.9.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"227c2e5f-327d-44cd-b5d6-439d836f2ac9\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"d69bba71-670b-4b51-a46a-7b37c58abe8c\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"Row\",\"id\":\"f482b089-a8b1-4e2d-ae73-37efb03314bd\",\"attributes\":{\"name\":\"Row00817\",\"tags\":[\"embedded\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 300px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"07fcb3a4-2b9b-4495-8666-7b690fb513ff\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/css/loading.css?v=1.8.10\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"a1a51abe-e0bd-4bee-9709-933212f78235\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"a853f430-fd65-467a-8a82-e513477401b4\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"099c1b39-949b-4451-b804-cb57bc903518\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.8.10/dist/bundled/theme/native.css\"}}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"9e9da710-f19c-4f42-aade-5744038e4649\",\"attributes\":{\"name\":\"HSpacer00821\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 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+       "  var render_items = [{\"docid\":\"c42275f7-0196-41ed-889f-72f6d7f356dd\",\"roots\":{\"f482b089-a8b1-4e2d-ae73-37efb03314bd\":\"fe8922d5-68b2-4295-9342-836ecec35512\"},\"root_ids\":[\"f482b089-a8b1-4e2d-ae73-37efb03314bd\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Layout\n",
+       "   .Path.I  :Path   [Longitude,Latitude]\n",
+       "   .Path.II :Path   [Longitude,Latitude]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "f482b089-a8b1-4e2d-ae73-37efb03314bd"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "source_uxds.uxgrid.plot(\n",
     "    projection=ccrs.Orthographic(), title=\"Source Grid (CSne30)\"\n",
@@ -216,10 +3625,1708 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "1e5cfa34f3bdb8b1",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:39.690971Z",
+     "iopub.status.busy": "2026-07-15T18:42:39.690842Z",
+     "iopub.status.idle": "2026-07-15T18:42:39.876293Z",
+     "shell.execute_reply": "2026-07-15T18:42:39.875812Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n",
+      "/Users/mbook/uxarray/uxarray/remap/utils.py:87: UserWarning: No spatial coordinate variables found in `source`.\n",
+      "  output_coords = coords_remapper.construct_output_coords()\n"
+     ]
+    },
+    {
+     "data": {
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+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;psi&#x27; (n_face: 12288)&gt; Size: 98kB\n",
+       "array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
+       "      shape=(12288,))\n",
+       "Dimensions without coordinates: n_face</pre><div class='xr-wrap' style='display:none'><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;psi&#x27; (n_face: 12288)&gt; Size: 98kB\n",
+       "array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
+       "      shape=(12288,))\n",
+       "Dimensions without coordinates: n_face</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'psi'</div><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-9d717931-7120-4462-b670-380e7802f5a9' class='xr-array-in' type='checkbox' checked><label for='section-9d717931-7120-4462-b670-380e7802f5a9' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.6318 0.6344 0.666 0.666 0.6344 ... 1.437 1.437 1.425 1.437 1.438</span></div><div class='xr-array-data'><pre>array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
+       "      shape=(12288,))</pre></div></div></li><li class='xr-section-item'><input id='section-b0bb2654-9de4-404f-a3e4-6cdbe1a1a411' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b0bb2654-9de4-404f-a3e4-6cdbe1a1a411' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0b2565ed-2c5d-4c8d-855b-a4678d5cd0e2' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0b2565ed-2c5d-4c8d-855b-a4678d5cd0e2' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-55020288-1cc9-4af9-ae22-64ee302c862f' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-55020288-1cc9-4af9-ae22-64ee302c862f' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_node: 12290\n",
+       "  * n_face: 12288\n",
+       "  * n_max_face_nodes: 4\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * node_lon: (12290,)\n",
+       "  * node_lat: (12290,)\n",
+       "  * face_lon: (12288,)\n",
+       "  * face_lat: (12288,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "  * face_x: (12288,)\n",
+       "  * face_y: (12288,)\n",
+       "  * face_z: (12288,)\n",
+       "Grid Connectivity Variables:\n",
+       "  * face_node_connectivity: (12288, 4)\n",
+       "Grid Descriptor Variables:\n",
+       "  * n_nodes_per_face: (12288,)\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b531992b-90f1-43f7-820b-3b482aab675d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b531992b-90f1-43f7-820b-3b482aab675d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li><li><span>n_node</span>: 12290</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-3151eec5-7337-4e6c-954c-fe8e99770055' class='xr-section-summary-in' type='checkbox' /><label for='section-3151eec5-7337-4e6c-954c-fe8e99770055' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 144.8 -23.91 ... 55.38 37.97</div><input id='attrs-989371eb-25ce-4f3f-8d9d-a66d0f35487f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-989371eb-25ce-4f3f-8d9d-a66d0f35487f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c163df80-21fc-4578-b085-65a0e287ea01' class='xr-var-data-in' type='checkbox'><label for='data-c163df80-21fc-4578-b085-65a0e287ea01' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,  144.84375   ,  -23.90625   , ..., -118.125     ,\n",
+       "         55.38461538,   37.96875   ], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-72.39 10.81 ... -51.26 -10.81</div><input id='attrs-f5ccdf66-64ac-47fc-9e48-f88c3cefaaf9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5ccdf66-64ac-47fc-9e48-f88c3cefaaf9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8462889-2d20-48a1-8119-1efab9e7f484' class='xr-var-data-in' type='checkbox'><label for='data-c8462889-2d20-48a1-8119-1efab9e7f484' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-72.38756093,  10.80692287,   5.9791568 , ...,  -2.38801546,\n",
+       "       -51.25580695, -10.80692287], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-6f11133b-89ad-415f-acd0-0747ad232984' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f11133b-89ad-415f-acd0-0747ad232984' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad429262-6f98-43d7-92df-a12d002046a9' class='xr-var-data-in' type='checkbox'><label for='data-ad429262-6f98-43d7-92df-a12d002046a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-103b37ac-6939-46f1-a9bf-ce3e8e08e781' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-103b37ac-6939-46f1-a9bf-ce3e8e08e781' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdbd4342-e249-4327-ad61-ec11d7fc0e9c' class='xr-var-data-in' type='checkbox'><label for='data-bdbd4342-e249-4327-ad61-ec11d7fc0e9c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7a965852-aae7-496e-9467-ce163234a66e' class='xr-section-summary-in' type='checkbox' /><label for='section-7a965852-aae7-496e-9467-ce163234a66e' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.6889 ... 0.6889 0.707</div><input id='attrs-309300f9-170b-46ef-815d-a89b8841645a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-309300f9-170b-46ef-815d-a89b8841645a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba2ec65d-4aca-4e69-87f9-b332fed7c86f' class='xr-var-data-in' type='checkbox'><label for='data-ba2ec65d-4aca-4e69-87f9-b332fed7c86f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([0.70695331, 0.68894173, 0.72361812, ..., 0.72361812, 0.68894173,\n",
+       "       0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.7236 ... -0.7236 -0.707</div><input id='attrs-31eac7ea-70ca-4298-bd35-7ff082b691a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31eac7ea-70ca-4298-bd35-7ff082b691a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47a2ef14-8d32-4b9b-b9a9-ac32677d54eb' class='xr-var-data-in' type='checkbox'><label for='data-47a2ef14-8d32-4b9b-b9a9-ac32677d54eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([ 0.70695331,  0.72361812,  0.68894173, ..., -0.68894173,\n",
+       "       -0.72361812, -0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.02083 0.04167 ... -0.02083</div><input id='attrs-a94329af-f341-4562-976e-ee1861385eaf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a94329af-f341-4562-976e-ee1861385eaf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3464992a-f158-4a7f-88f7-2d714ba26fe9' class='xr-var-data-in' type='checkbox'><label for='data-3464992a-f158-4a7f-88f7-2d714ba26fe9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>array([ 0.02083333,  0.04166667,  0.04166667, ..., -0.04166667,\n",
+       "       -0.04166667, -0.02083333], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0a23b62e-20e0-4840-80d2-4de1aaa5b6f4' class='xr-section-summary-in' type='checkbox' /><label for='section-0a23b62e-20e0-4840-80d2-4de1aaa5b6f4' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>792 5713 3601 ... 8832 6078 10113</div><input id='attrs-4792f1d5-9946-4089-b99b-70d8a116433e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4792f1d5-9946-4089-b99b-70d8a116433e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37de7a5e-8d39-4882-abe2-354c38ee2708' class='xr-var-data-in' type='checkbox'><label for='data-37de7a5e-8d39-4882-abe2-354c38ee2708' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[  792,  5713,  3601,  7638],\n",
+       "       [ 1002,  1028,  5713,   792],\n",
+       "       [ 5713,  8824, 10251,  3601],\n",
+       "       ...,\n",
+       "       [11778,  4387, 10113,  7343],\n",
+       "       [10113,  6078, 11555, 11591],\n",
+       "       [ 4387,  8832,  6078, 10113]], shape=(12288, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-952fd46f-c000-428b-bd6c-5e9c2bbff489' class='xr-section-summary-in' type='checkbox' /><label for='section-952fd46f-c000-428b-bd6c-5e9c2bbff489' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4 4</div><input id='attrs-4eb4e540-95b8-43ef-b772-059180eade40' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4eb4e540-95b8-43ef-b772-059180eade40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-945ff003-b336-4bf8-a8dc-4c61e6ac8332' class='xr-var-data-in' type='checkbox'><label for='data-945ff003-b336-4bf8-a8dc-4c61e6ac8332' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>array([4, 4, 4, ..., 4, 4, 4], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b40ccae-7676-404f-981e-8dbc0413ef1b' class='xr-section-summary-in' type='checkbox' /><label for='section-2b40ccae-7676-404f-981e-8dbc0413ef1b' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.UxDataArray 'psi' (n_face: 12288)> Size: 98kB\n",
+       "array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
+       "      shape=(12288,))\n",
+       "Dimensions without coordinates: n_face"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "psi_hp = source_uxds[\"psi\"].remap.nearest_neighbor(destination_grid=hp_grid)\n",
     "psi_hp"
@@ -235,10 +5342,110 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "1c41d4d1-ade5-4a94-8072-27f3c3161344",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:39.877591Z",
+     "iopub.status.busy": "2026-07-15T18:42:39.877495Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.474344Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.473915Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='b1276e38-792e-42c8-977a-e6892b9fe8e6'>\n",
+       "  <div id=\"c9321fdd-9019-4cfb-80f4-7245952e0652\" data-root-id=\"b1276e38-792e-42c8-977a-e6892b9fe8e6\" style=\"display: contents;\"></div>\n",
+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
+       "  var docs_json = {\"b4ab91b6-2f5c-4872-8bec-c9e9fba989f7\":{\"version\":\"3.9.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"bc4b7262-e99d-462a-8a01-18631d30f04c\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"6dcc5ccd-1139-4989-9417-bbdd6000a831\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"Row\",\"id\":\"b1276e38-792e-42c8-977a-e6892b9fe8e6\",\"attributes\":{\"name\":\"Row01110\",\"tags\":[\"embedded\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 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300px));\\n}\",{\"id\":\"24f542a4-2818-4fbe-97fa-1421a6b9398a\"},{\"id\":\"731c59d3-bd14-4859-85b2-0f2e903076c2\"},{\"id\":\"192caeb2-0fcf-4a60-b98b-013763b325cc\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"b4ab91b6-2f5c-4872-8bec-c9e9fba989f7\",\"roots\":{\"b1276e38-792e-42c8-977a-e6892b9fe8e6\":\"c9321fdd-9019-4cfb-80f4-7245952e0652\"},\"root_ids\":[\"b1276e38-792e-42c8-977a-e6892b9fe8e6\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Image   [Longitude,Latitude]   (Longitude_Latitude psi)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "b1276e38-792e-42c8-977a-e6892b9fe8e6"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "psi_hp.plot(cmap=\"inferno\", projection=ccrs.Orthographic(), title=\"Remapped Data\")"
    ]
@@ -256,9 +5463,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "3c6c05475b2455cd",
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.475623Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.475526Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.481760Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.481295Z"
+    }
+   },
    "outputs": [],
    "source": [
     "psi_hp.to_dataset().to_xarray(grid_format=\"HEALPix\").to_netcdf(\"psi_healpix.nc\")"
@@ -296,10 +5510,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "healpix_area_demo",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.483002Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.482919Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.487693Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.487229Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Standard deviation: 2.22e-16\n",
+      "All pixels have area: 1.047198 steradians\n"
+     ]
+    }
+   ],
    "source": [
     "import numpy as np\n",
     "\n",
@@ -319,21 +5549,36 @@
    "source": [
     "### Still need geometric face area calculations for a HEALPix mesh?\n",
     "\n",
-    "For most use cases, the `Grid.face_areas` property provides the recommended approach for accessing face areas. However, if you specifically need geometric calculations of individual HEALPix faces as they are represented in UXarray (rather than the theoretical equal areas), you may want to access the internal computation method, `Grid._compute_face_areas()`. Note that this approach may not preserve HEALPix's equal-area property due to geometric representation differences. \n",
+    "For most use cases, the `Grid.face_areas` property provides the recommended approach for accessing face areas. However, if you specifically need geometric calculations of individual HEALPix faces as they are represented in UXarray (rather than the theoretical equal areas), use the `Grid.compute_face_areas()` method. Note that this approach may not preserve HEALPix's equal-area property due to geometric representation differences.\n",
     "\n",
     "Look at the following example:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "dfd494b5-0b3e-472f-8896-bd3566747bdb",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.488830Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.488746Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.500420Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.499933Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Geometric std deviation: 1.50e-01 (vs theoretical equal areas)\n"
+     ]
+    }
+   ],
    "source": [
     "# For advanced use cases: access geometric calculations (may not preserve equal-area property)\n",
-    "hp_geometric_areas, face_jacobians = grid._compute_face_areas(\n",
-    "    quadrature_rule=\"triangular\", order=4\n",
+    "hp_geometric_areas, face_jacobians = grid.compute_face_areas(\n",
+    "    quadrature_rule=\"triangular\", order=4, return_jacobian=True\n",
     ")\n",
     "print(\n",
     "    f\"Geometric std deviation: {hp_geometric_areas.std():.2e} (vs theoretical equal areas)\"\n",
@@ -373,10 +5618,1681 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "7a9e21366632177d",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.501774Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.501651Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.508590Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.508135Z"
+    }
+   },
+   "outputs": [
+    {
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+       "}\n",
+       "\n",
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+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
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+       "\n",
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+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
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+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
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+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
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+       "\n",
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+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
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+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
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+       "  display: grid;\n",
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+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataset&gt; Size: 98kB\n",
+       "Dimensions:  (n_face: 12288)\n",
+       "Dimensions without coordinates: n_face\n",
+       "Data variables:\n",
+       "    psi      (n_face) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataset&gt; Size: 98kB\n",
+       "Dimensions:  (n_face: 12288)\n",
+       "Dimensions without coordinates: n_face\n",
+       "Data variables:\n",
+       "    psi      (n_face) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-e2d151e5-7c43-43e5-820f-f5f1c35660f7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-e2d151e5-7c43-43e5-820f-f5f1c35660f7' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-17474650-8809-4fce-a897-29b240131338' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-17474650-8809-4fce-a897-29b240131338' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-912e7b35-36dd-4e58-a782-facf4d9996d6' class='xr-section-summary-in' type='checkbox' checked /><label for='section-912e7b35-36dd-4e58-a782-facf4d9996d6' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-58f625b8-c5b5-4b9c-abd4-378b94d8b691' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-58f625b8-c5b5-4b9c-abd4-378b94d8b691' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5778f4c-d7a7-4382-bc78-979933d2e1df' class='xr-var-data-in' type='checkbox'><label for='data-f5778f4c-d7a7-4382-bc78-979933d2e1df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d3ef2796-1d3d-4440-b972-0498b03a7547' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-d3ef2796-1d3d-4440-b972-0498b03a7547' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-64f6b18c-88ca-42e9-9856-bdad22c91b98' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-64f6b18c-88ca-42e9-9856-bdad22c91b98' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
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+       "\n",
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+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
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+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_face: 12288\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * face_lon: (12288,)\n",
+       "  * face_lat: (12288,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "Grid Descriptor Variables:\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-1ffd8191-eb49-4911-b7ea-f8091ae5009b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-1ffd8191-eb49-4911-b7ea-f8091ae5009b' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-ffbfccf1-62cb-4764-94d1-03363610bc21' class='xr-section-summary-in' type='checkbox' /><label for='section-ffbfccf1-62cb-4764-94d1-03363610bc21' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-e3433ee3-0f7b-425b-bdfa-d80b013231ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e3433ee3-0f7b-425b-bdfa-d80b013231ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ddf8a98e-6c55-486a-a129-9d20abd851c2' class='xr-var-data-in' type='checkbox'><label for='data-ddf8a98e-6c55-486a-a129-9d20abd851c2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-834cf0af-e976-4e20-9f03-8c0ae4c07dd9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-834cf0af-e976-4e20-9f03-8c0ae4c07dd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ae78c1a-1281-4628-b14c-82487cffd7d9' class='xr-var-data-in' type='checkbox'><label for='data-6ae78c1a-1281-4628-b14c-82487cffd7d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b831197-aa66-4b2a-9dc6-ef95c94dfa69' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-2b831197-aa66-4b2a-9dc6-ef95c94dfa69' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-214e72a4-bee4-4cdc-835c-54eb1ec2c3e4' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-214e72a4-bee4-4cdc-835c-54eb1ec2c3e4' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-50795ddd-cf83-40c3-9108-8689bfd68f2b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-50795ddd-cf83-40c3-9108-8689bfd68f2b' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-63a34e8e-458a-4e2b-94fb-34420213f9fe' class='xr-section-summary-in' type='checkbox' /><label for='section-63a34e8e-458a-4e2b-94fb-34420213f9fe' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.UxDataset> Size: 98kB\n",
+       "Dimensions:  (n_face: 12288)\n",
+       "Dimensions without coordinates: n_face\n",
+       "Data variables:\n",
+       "    psi      (n_face) float64 98kB ..."
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "uxds = ux.UxDataset.from_healpix(\"psi_healpix.nc\")\n",
     "uxds"
@@ -392,10 +7308,581 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "de7711664bee2fb2",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.509876Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.509776Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.513839Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.513348Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
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+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 98kB\n",
+       "Dimensions:  (cell: 12288)\n",
+       "Dimensions without coordinates: cell\n",
+       "Data variables:\n",
+       "    psi      (cell) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c2f11111-06ec-403a-80d9-9dfc1eec4c27' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c2f11111-06ec-403a-80d9-9dfc1eec4c27' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>cell</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-84259803-0736-425d-ad9c-cff8f65c1c8c' class='xr-section-summary-in' type='checkbox' checked /><label for='section-84259803-0736-425d-ad9c-cff8f65c1c8c' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4f7f8c4a-f608-4f15-bb30-c70f2fed1b02' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f7f8c4a-f608-4f15-bb30-c70f2fed1b02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe7f7d86-43e6-42d7-8016-3b6becd2a127' class='xr-var-data-in' type='checkbox'><label for='data-fe7f7d86-43e6-42d7-8016-3b6becd2a127' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 98kB\n",
+       "Dimensions:  (cell: 12288)\n",
+       "Dimensions without coordinates: cell\n",
+       "Data variables:\n",
+       "    psi      (cell) float64 98kB ..."
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import xarray as xr\n",
     "\n",
@@ -419,10 +7906,594 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "bbc527a7e5e006d5",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-15T18:42:40.515248Z",
+     "iopub.status.busy": "2026-07-15T18:42:40.515143Z",
+     "iopub.status.idle": "2026-07-15T18:42:40.518517Z",
+     "shell.execute_reply": "2026-07-15T18:42:40.518100Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "  line-height: 1.6;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "  margin-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-obj-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-group-box-contents > label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
+       "  margin-block-start: 0;\n",
+       "  margin-block-end: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input,\n",
+       ".xr-group-box-contents > input,\n",
+       ".xr-array-wrap > input {\n",
+       "  display: block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input + label,\n",
+       ".xr-var-item > input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label,\n",
+       ".xr-var-item > input:enabled + label,\n",
+       ".xr-array-wrap > input:enabled + label,\n",
+       ".xr-group-box-contents > input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:focus-visible + label,\n",
+       ".xr-var-item > input:focus-visible + label,\n",
+       ".xr-array-wrap > input:focus-visible + label,\n",
+       ".xr-group-box-contents > input:focus-visible + label {\n",
+       "  outline: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item > input:enabled + label:hover,\n",
+       ".xr-var-item > input:enabled + label:hover,\n",
+       ".xr-array-wrap > input:enabled + label:hover,\n",
+       ".xr-group-box-contents > input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "  white-space: nowrap;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > em {\n",
+       "  font-weight: normal;\n",
+       "}\n",
+       "\n",
+       ".xr-span-grid {\n",
+       "  grid-column-end: -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.6em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: \"►\";\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: \"▼\";\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details,\n",
+       ".xr-group-box-contents > label {\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-top: 4px;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in ~ .xr-section-details {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-children {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 100%;\n",
+       "  grid-column: 1 / -1;\n",
+       "  padding-top: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box {\n",
+       "  display: inline-grid;\n",
+       "  grid-template-columns: 0px 30px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-vline {\n",
+       "  grid-column-start: 1;\n",
+       "  border-right: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "  width: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-hline {\n",
+       "  grid-column-start: 2;\n",
+       "  grid-row-start: 1;\n",
+       "  height: 1em;\n",
+       "  width: 26px;\n",
+       "  border-bottom: 0.2em solid;\n",
+       "  border-color: var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents {\n",
+       "  grid-column-start: 3;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > label::before {\n",
+       "  content: \"📂\";\n",
+       "  padding-right: 0.3em;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label::before {\n",
+       "  content: \"📁\";\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked + label {\n",
+       "  padding-bottom: 0px;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-contents > input + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-group-box-ellipsis {\n",
+       "  font-size: 1.4em;\n",
+       "  font-weight: 900;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  letter-spacing: 0.15em;\n",
+       "  cursor: default;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: \"(\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: \")\";\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: \",\";\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
+       "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;uxarray.Grid&gt;\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_face: 12288\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * face_lon: (12288,)\n",
+       "  * face_lat: (12288,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "Grid Descriptor Variables:\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-16b531f4-8fb0-4369-a367-567a4f25fc5d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-16b531f4-8fb0-4369-a367-567a4f25fc5d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-5d968223-ab63-440b-9e5f-f383137dc9a3' class='xr-section-summary-in' type='checkbox' checked /><label for='section-5d968223-ab63-440b-9e5f-f383137dc9a3' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-bd6e470f-9956-4e38-9497-aba22d46cee6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd6e470f-9956-4e38-9497-aba22d46cee6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3af3e903-f6f5-4a7c-b0ca-d8da537932d0' class='xr-var-data-in' type='checkbox'><label for='data-3af3e903-f6f5-4a7c-b0ca-d8da537932d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-0e0ecdc9-d4d2-4fed-959d-cd72203c1792' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0e0ecdc9-d4d2-4fed-959d-cd72203c1792' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99f1b8d6-0d6a-4040-9cfb-4823fce8b969' class='xr-var-data-in' type='checkbox'><label for='data-99f1b8d6-0d6a-4040-9cfb-4823fce8b969' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bfc14d53-7c8c-4153-8628-e446598905f1' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-bfc14d53-7c8c-4153-8628-e446598905f1' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-150a1351-407f-4c40-a7cc-458471306d3b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-150a1351-407f-4c40-a7cc-458471306d3b' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-42af4e07-c966-4785-a802-72b8fee9c6b3' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-42af4e07-c966-4785-a802-72b8fee9c6b3' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-9f121092-ee1a-4de8-beb9-e3ee2c61db30' class='xr-section-summary-in' type='checkbox' checked /><label for='section-9f121092-ee1a-4de8-beb9-e3ee2c61db30' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<uxarray.Grid>\n",
+       "Original Grid Type: HEALPix\n",
+       "Grid Dimensions:\n",
+       "  * n_face: 12288\n",
+       "Grid Coordinates (Spherical):\n",
+       "  * face_lon: (12288,)\n",
+       "  * face_lat: (12288,)\n",
+       "Grid Coordinates (Cartesian):\n",
+       "Grid Connectivity Variables:\n",
+       "Grid Descriptor Variables:"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "uxds.uxgrid"
    ]
@@ -440,7 +8511,16 @@
  ],
  "metadata": {
   "language_info": {
-   "name": "python"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.13"
   }
  },
  "nbformat": 4,
diff --git a/test/grid/grid/test_areas.py b/test/grid/grid/test_areas.py
index e3f1a54c6..4e720ef04 100644
--- a/test/grid/grid/test_areas.py
+++ b/test/grid/grid/test_areas.py
@@ -56,7 +56,7 @@ def test_calculate_total_face_area_respects_quadrature_kwargs(mesh_constants):
 def test_face_areas_compute_face_areas_geoflow_small(gridpath):
     """Checks if the GeoFlow Small can generate a face areas output."""
     grid_geoflow = ux.open_grid(gridpath("ugrid", "geoflow-small", "grid.nc"))
-    grid_geoflow._compute_face_areas()
+    grid_geoflow._compute_face_areas_and_jacobian()
 
 
 class TestFaceAreas:
diff --git a/test/test_helpers.py b/test/test_helpers.py
index 5c032a92a..63de3e294 100644
--- a/test/test_helpers.py
+++ b/test/test_helpers.py
@@ -25,7 +25,7 @@ def test_face_area_coords(mesh_constants):
     face_nodes = np.array([[0, 1, 2]])
     face_dimension = np.array([3], dtype=INT_DTYPE)
 
-    area, _ = ux.grid.area.get_all_face_area_from_coords(
+    area, _ = ux.grid.area._get_all_face_area_from_coords(
         x, y, z, face_nodes, face_dimension)
     nt.assert_almost_equal(area, mesh_constants['TRI_AREA'], decimal=5)
 
@@ -60,7 +60,7 @@ def test_calculate_face_area(mesh_constants):
         fill_value=-1,
     )
 
-    area, _ = grid._compute_face_areas()
+    area, _ = grid._compute_face_areas_and_jacobian()
     nt.assert_almost_equal(area, mesh_constants['TRI_AREA'], decimal=5)
 
 def test_quadrature():
diff --git a/uxarray/grid/area.py b/uxarray/grid/area.py
index 02af8741d..171b29c8a 100644
--- a/uxarray/grid/area.py
+++ b/uxarray/grid/area.py
@@ -1,5 +1,5 @@
 import numpy as np
-from numba import njit
+from numba import njit, prange
 
 from uxarray.constants import ERROR_TOLERANCE
 
@@ -44,17 +44,31 @@ def calculate_face_area(
     area : double
     jacobian: double
     """
-    area = 0.0  # set area to 0
-    jacobian = 0.0  # set jacobian to 0
-    order = order
-
     if quadrature_rule == "gaussian":
         dG, dW = get_gauss_quadrature_dg(order)
+        is_gaussian = True
     elif quadrature_rule == "triangular":
         dG, dW = get_tri_quadrature_dg(order)
+        is_gaussian = False
     else:
         raise ValueError("Invalid quadrature rule, specify gaussian or triangular")
 
+    return _face_area_from_quadrature(
+        x, y, z, dG, dW, is_gaussian, latitude_adjusted_area
+    )
+
+
+@njit(cache=True)
+def _face_area_from_quadrature(x, y, z, dG, dW, is_gaussian, latitude_adjusted_area):
+    """Compute one face's area/jacobian from precomputed quadrature points.
+
+    Split out of :func:`calculate_face_area` so the quadrature points ``dG``/``dW``
+    (which depend only on the rule and order, not on the face) can be computed once
+    and reused across every face, instead of being rebuilt per face.
+    """
+    area = 0.0  # set area to 0
+    jacobian = 0.0  # set jacobian to 0
+
     num_nodes = len(x)
 
     # num triangles is two less than the total number of nodes
@@ -62,25 +76,28 @@ def calculate_face_area(
     # Using tempestremap GridElements: https://github.com/ClimateGlobalChange/tempestremap/blob/master/src/GridElements.cpp
     # loop through all sub-triangles of face
     total_correction = 0.0
+    # node1 (the fan apex, vertex 0) is shared by every sub-triangle, so build it
+    # once instead of per triangle.
+    node1 = np.array([x[0], y[0], z[0]], dtype=x.dtype)
+    n_weights = len(dW)
     for j in range(0, num_triangles):
-        node1 = np.array([x[0], y[0], z[0]], dtype=x.dtype)
         node2 = np.array([x[j + 1], y[j + 1], z[j + 1]], dtype=x.dtype)
         node3 = np.array([x[j + 2], y[j + 2], z[j + 2]], dtype=x.dtype)
 
-        for p in range(len(dW)):
-            if quadrature_rule == "gaussian":
-                for q in range(len(dW)):
+        for p in range(n_weights):
+            if is_gaussian:
+                for q in range(n_weights):
                     dA = dG[0][p]
                     dB = dG[0][q]
-                    jacobian = calculate_spherical_triangle_jacobian(
+                    jacobian = _calculate_spherical_triangle_jacobian(
                         node1, node2, node3, dA, dB
                     )
                     area += dW[p] * dW[q] * jacobian
                     jacobian += jacobian
-            elif quadrature_rule == "triangular":
+            else:
                 dA = dG[p][0]
                 dB = dG[p][1]
-                jacobian = calculate_spherical_triangle_jacobian_barycentric(
+                jacobian = _calculate_spherical_triangle_jacobian_barycentric(
                     node1, node2, node3, dA, dB
                 )
                 area += dW[p] * jacobian
@@ -108,7 +125,7 @@ def calculate_face_area(
                     continue
 
                 # Check if the edge passes through a pole
-                passes_through_pole = edge_passes_through_pole(node1, node2)
+                passes_through_pole = _edge_passes_through_pole(node1, node2)
                 if passes_through_pole:
                     # Skip the edge if it passes through a pole
                     continue
@@ -131,7 +148,7 @@ def calculate_face_area(
                     continue
 
                 # Calculate the correction term
-                correction = area_correction(node1, node2)
+                correction = _area_correction(node1, node2)
 
                 # Check if the longitude is increasing in the northern hemisphere or decreasing in the southern hemisphere
                 if (z_sign > 0 and lon_diff > 0) or (z_sign < 0 and lon_diff < 0):
@@ -146,7 +163,7 @@ def calculate_face_area(
 
 
 @njit(cache=True)
-def edge_passes_through_pole(node1, node2):
+def _edge_passes_through_pole(node1, node2):
     """
     Check if the edge passes through a pole.
 
@@ -175,8 +192,8 @@ def edge_passes_through_pole(node1, node2):
     )
 
 
-@njit(cache=True)
-def get_all_face_area_from_coords(
+@njit(cache=True, parallel=True, nogil=True)
+def _get_all_face_area_from_coords(
     x,
     y,
     z,
@@ -224,22 +241,38 @@ def get_all_face_area_from_coords(
 
     n_face, n_max_face_nodes = face_nodes.shape
 
+    # Compute the quadrature points once (they depend only on the rule and order,
+    # not on the face) and reuse them across all faces, instead of rebuilding them
+    # inside every face's area computation.
+    if quadrature_rule == "gaussian":
+        dG, dW = get_gauss_quadrature_dg(order)
+        is_gaussian = True
+    elif quadrature_rule == "triangular":
+        dG, dW = get_tri_quadrature_dg(order)
+        is_gaussian = False
+    else:
+        raise ValueError("Invalid quadrature rule, specify gaussian or triangular")
+
     # set initial area of each face to 0
     area = np.zeros(n_face)
     jacobian = np.zeros(n_face)
 
-    for face_idx, max_nodes in enumerate(face_geometry):
+    # Each face is independent, so the loop is parallelized with prange. Every
+    # iteration writes a distinct area[face_idx]/jacobian[face_idx], so there is
+    # no shared-write race.
+    for face_idx in prange(n_face):
+        max_nodes = face_geometry[face_idx]
         face_x = x[face_nodes[face_idx, 0:max_nodes]]
         face_y = y[face_nodes[face_idx, 0:max_nodes]]
         face_z = z[face_nodes[face_idx, 0:max_nodes]]
 
-        # After getting all the nodes of a face assembled call the  cal. face area routine
-        face_area, face_jacobian = calculate_face_area(
+        face_area, face_jacobian = _face_area_from_quadrature(
             face_x,
             face_y,
             face_z,
-            quadrature_rule,
-            order,
+            dG,
+            dW,
+            is_gaussian,
             latitude_adjusted_area,
         )
         # store current face area
@@ -250,7 +283,7 @@ def get_all_face_area_from_coords(
 
 
 @njit(cache=True)
-def area_correction(node1, node2):
+def _area_correction(node1, node2):
     """
     Calculate the area correction A using the given formula.
 
@@ -281,7 +314,7 @@ def area_correction(node1, node2):
 
 
 @njit(cache=True)
-def calculate_spherical_triangle_jacobian(node1, node2, node3, d_a, d_b):
+def _calculate_spherical_triangle_jacobian(node1, node2, node3, d_a, d_b):
     """Calculate Jacobian of a spherical triangle. This is a helper function
     for calculating face area.
 
@@ -371,7 +404,7 @@ def calculate_spherical_triangle_jacobian(node1, node2, node3, d_a, d_b):
 
 
 @njit(cache=True)
-def calculate_spherical_triangle_jacobian_barycentric(node1, node2, node3, d_a, d_b):
+def _calculate_spherical_triangle_jacobian_barycentric(node1, node2, node3, d_a, d_b):
     """Calculate Jacobian of a spherical triangle. This is a helper function
     for calculating face area.
 
diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index f79c6586a..3ea8684ec 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -17,7 +17,7 @@
 from uxarray.core.utils import _open_dataset_with_fallback
 from uxarray.cross_sections import GridCrossSectionAccessor
 from uxarray.formatting_html import grid_repr
-from uxarray.grid.area import get_all_face_area_from_coords
+from uxarray.grid.area import _get_all_face_area_from_coords
 from uxarray.grid.bounds import _populate_face_bounds
 from uxarray.grid.connectivity import (
     _populate_edge_face_connectivity,
@@ -1509,7 +1509,9 @@ def face_areas(self) -> xr.DataArray:
                 self._ds["face_areas"] = _compute_healpix_face_areas(self._ds)
             else:
                 # For other grids, use calculated areas
-                face_areas, self._face_jacobian = self._compute_face_areas()
+                face_areas, self._face_jacobian = (
+                    self._compute_face_areas_and_jacobian()
+                )
                 self._ds["face_areas"] = xr.DataArray(
                     data=face_areas, dims=FACE_AREAS_DIMS, attrs=FACE_AREAS_ATTRS
                 )
@@ -1935,21 +1937,27 @@ def calculate_total_face_area(
         order: int | None = 4,
         latitude_adjusted_area: bool | None = False,
     ) -> float:
-        """Function to calculate the total surface area of all the faces in a
-        mesh.
+        """Calculate the total surface area of all the faces in a mesh.
+
+        Equivalent to ``self.compute_face_areas(...).sum()``; provided as a
+        convenience.
 
         Parameters
         ----------
         quadrature_rule : str, optional
-            Quadrature rule to use. Defaults to "triangular".
+            Quadrature rule to use, one of ``"triangular"`` or ``"gaussian"``.
+            Defaults to ``"triangular"``. See :meth:`compute_face_areas` for
+            what these mean and the supported orders.
         order : int, optional
-            Order of quadrature rule. Defaults to 4.
+            Order of the quadrature rule. Defaults to 4.
         latitude_adjusted_area : bool, optional
-            If True, corrects the area of the faces accounting for lines of constant lattitude. Defaults to False.
+            If True, corrects the area of faces that have edges lying along a
+            line of constant latitude. Defaults to False.
 
         Returns
         -------
-        Sum of area of all the faces in the mesh : float
+        float
+            Sum of the area of all faces in the mesh.
         """
         # Default parameters match the cached ``face_areas`` property, which also
         # preserves the equal-area values used for HEALPix grids; reuse it to avoid
@@ -1962,63 +1970,100 @@ def calculate_total_face_area(
         ):
             return np.sum(self.face_areas.values)
 
-        face_areas, _ = self._compute_face_areas(
-            quadrature_rule, order, latitude_adjusted_area
+        return np.sum(
+            self.compute_face_areas(
+                quadrature_rule=quadrature_rule,
+                order=order,
+                latitude_adjusted_area=latitude_adjusted_area,
+            )
         )
-        return np.sum(face_areas)
 
     def compute_face_areas(
         self,
         quadrature_rule: str | None = "triangular",
         order: int | None = 4,
         latitude_adjusted_area: bool | None = False,
+        return_jacobian: bool = False,
+        as_dataarray: bool = False,
     ):
-        """Face areas calculation function for grid class, calculates area of
-        all faces in the grid.
+        """Compute the area of each face in the grid.
 
-        .. deprecated:: 2025.10.0
-            Use the `face_areas` property instead for better performance and caching.
-            This method will be removed in a future version.
+        Unlike the cached :attr:`face_areas` property (which always uses the
+        default quadrature), this method computes areas with a caller-specified
+        quadrature rule and order. For repeated access with default settings,
+        prefer the :attr:`face_areas` property, which caches its result.
 
         Parameters
         ----------
         quadrature_rule : str, optional
-            Quadrature rule to use. Defaults to "triangular".
+            Quadrature rule used to integrate each face, one of:
+
+            - ``"triangular"`` (default): symmetric quadrature over each
+              spherical sub-triangle; supported orders are 1, 4, 8, 10, 12.
+            - ``"gaussian"``: tensor-product Gauss-Legendre quadrature;
+              supported orders are 1 to 10.
+
+            A quadrature rule is the set of sample points and weights used to
+            numerically approximate the surface integral; a higher order uses
+            more points for a more accurate area at greater cost.
         order : int, optional
-            Order of quadrature rule. Defaults to 4.
+            Order of the quadrature rule. Defaults to 4.
         latitude_adjusted_area : bool, optional
-            If True, corrects the area of the faces accounting for lines of constant lattitude. Defaults to False.
+            If True, corrects the area of faces that have edges lying along a
+            line of constant latitude (a small-circle edge encloses slightly
+            more area than the great-circle arc between the same endpoints).
+            Defaults to False.
+        return_jacobian : bool, optional
+            If True, also return the per-face Jacobian of the integration.
+            Defaults to False.
+        as_dataarray : bool, optional
+            If True, return the areas as a :class:`xarray.DataArray` (usable as a
+            ``UxDataArray`` data variable, e.g. for plotting) instead of a raw
+            :class:`numpy.ndarray`. Defaults to False.
 
         Returns
         -------
-        1. Area of all the faces in the mesh : np.ndarray
-        2. Jacobian of all the faces in the mesh : np.ndarray
+        numpy.ndarray or xarray.DataArray
+            Area of each face, shape ``(n_face,)``. Returned as a
+            :class:`xarray.DataArray` when ``as_dataarray=True``.
+        numpy.ndarray
+            Per-face Jacobian, only returned when ``return_jacobian=True``.
 
         Notes
         -----
-        This method performs geometric integration to compute face areas. For HEALPix grids,
-        this may not preserve the equal-area property due to differences between algorithmic
-        pixel definitions and geometric representation. For HEALPix grids, use the
-        ``face_areas`` property instead, which ensures mathematical correctness by using
-        theoretical equal areas.
+        This method performs geometric integration. For HEALPix grids this may
+        not preserve the equal-area property, since it integrates the polygonal
+        face representation rather than the theoretical pixel areas; use the
+        :attr:`face_areas` property for HEALPix equal areas.
         """
-        import warnings
-
-        warnings.warn(
-            "compute_face_areas() is deprecated. Use the face_areas property instead for better performance and caching.",
-            DeprecationWarning,
-            stacklevel=2,
+        face_areas, face_jacobian = self._compute_face_areas_and_jacobian(
+            quadrature_rule, order, latitude_adjusted_area
         )
-        return self._compute_face_areas(quadrature_rule, order, latitude_adjusted_area)
 
-    def _compute_face_areas(
+        if as_dataarray:
+            from uxarray.conventions.descriptors import (
+                FACE_AREAS_ATTRS,
+                FACE_AREAS_DIMS,
+            )
+
+            face_areas = xr.DataArray(
+                data=face_areas, dims=FACE_AREAS_DIMS, attrs=FACE_AREAS_ATTRS
+            )
+
+        if return_jacobian:
+            return face_areas, face_jacobian
+        return face_areas
+
+    def _compute_face_areas_and_jacobian(
         self,
         quadrature_rule: str | None = "triangular",
         order: int | None = 4,
         latitude_adjusted_area: bool | None = False,
     ):
-        """Internal face areas calculation function for grid class, calculates area of
-        all faces in the grid.
+        """Internal worker: compute per-face areas and Jacobians.
+
+        Returns both the areas and the Jacobians; :meth:`compute_face_areas` is
+        the public entry point and selects what to return.
 
         Parameters
         ----------
@@ -2033,14 +2078,6 @@ def _compute_face_areas(
         -------
         1. Area of all the faces in the mesh : np.ndarray
         2. Jacobian of all the faces in the mesh : np.ndarray
-
-        Notes
-        -----
-        This method performs geometric integration to compute face areas. For HEALPix grids,
-        this may not preserve the equal-area property due to differences between algorithmic
-        pixel definitions and geometric representation. For HEALPix grids, use the
-        ``face_areas`` property instead, which ensures mathematical correctness by using
-        theoretical equal areas.
         """
         # if self._face_areas is None: # this allows for using the cached result,
         # but is not the expected behavior behavior as we are in need to recompute if this function is called with different quadrature_rule or order
@@ -2062,7 +2099,7 @@ def _compute_face_areas(
         n_nodes_per_face = self.n_nodes_per_face.values
 
         # call function to get area of all the faces as a np array
-        self._face_areas, self._face_jacobian = get_all_face_area_from_coords(
+        self._face_areas, self._face_jacobian = _get_all_face_area_from_coords(
             x,
             y,
             z,

From 8d71e16728cdcf2c2c5708485fd053187170c6b9 Mon Sep 17 00:00:00 2001
From: Sam Evans <s7evans11@gmail.com>
Date: Thu, 16 Jul 2026 13:08:19 -0400
Subject: [PATCH 2/6] improve face_areas docstring, type hinting

---
 uxarray/grid/grid.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index 3ea8684ec..eaae0d07c 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -1496,7 +1496,9 @@ def face_areas(self) -> xr.DataArray:
         Notes
         -----
         For HEALPix grids, this property returns theoretical equal areas to preserve
-        the equal-area property. For other grid types, areas are computed geometrically.
+        the equal-area property. For other grid types, areas are computed geometrically,
+        and results are equivalent to calling :py:meth:`~uxarray.Grid.compute_face_areas()`
+        with no arguments. Either way, the computed areas are cached for future use.
         """
         from uxarray.conventions.descriptors import FACE_AREAS_ATTRS, FACE_AREAS_DIMS
 
@@ -1985,7 +1987,7 @@ def compute_face_areas(
         latitude_adjusted_area: bool | None = False,
         return_jacobian: bool = False,
         as_dataarray: bool = False,
-    ):
+    ) -> np.ndarray | xr.DataArray | tuple[np.ndarray|xr.DataArray, np.ndarray]:
         """Compute the area of each face in the grid.
 
         Unlike the cached :attr:`face_areas` property (which always uses the

From fca9c849de0479304afd8d179bdd7fdc08c0151a Mon Sep 17 00:00:00 2001
From: Sam Evans <s7evans11@gmail.com>
Date: Thu, 16 Jul 2026 13:27:03 -0400
Subject: [PATCH 3/6] forgot to pre-commit run; fixes ruff formatting

---
 uxarray/grid/grid.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index eaae0d07c..621cdf2d0 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -1987,7 +1987,7 @@ def compute_face_areas(
         latitude_adjusted_area: bool | None = False,
         return_jacobian: bool = False,
         as_dataarray: bool = False,
-    ) -> np.ndarray | xr.DataArray | tuple[np.ndarray|xr.DataArray, np.ndarray]:
+    ) -> np.ndarray | xr.DataArray | tuple[np.ndarray | xr.DataArray, np.ndarray]:
         """Compute the area of each face in the grid.
 
         Unlike the cached :attr:`face_areas` property (which always uses the

From 9ee64308076e51e551399c98c498dbade472f232 Mon Sep 17 00:00:00 2001
From: Rajeev Jain <rajeeja@gmail.com>
Date: Fri, 17 Jul 2026 12:55:51 -0500
Subject: [PATCH 4/6] Warn when total face area exceeds unit-sphere area

---
 uxarray/grid/grid.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index 621cdf2d0..4203c0d0b 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -2122,6 +2122,20 @@ def _compute_face_areas_and_jacobian(
                 )
             )
 
+        # Sanity check: on the unit sphere the total area cannot exceed 4*pi.
+        # A larger total indicates a malformed grid or bad connectivity rather
+        # than a valid area (see GH #425), so warn rather than return garbage
+        # silently. A small tolerance absorbs quadrature/rounding error.
+        total_area = np.sum(self._face_areas)
+        if total_area > 4.0 * np.pi * (1.0 + 1e-6):
+            warn(
+                f"Total face area {total_area} exceeds the unit-sphere area "
+                f"{4.0 * np.pi}. This usually indicates a malformed grid or "
+                "incorrect connectivity.",
+                UserWarning,
+                stacklevel=2,
+            )
+
         return self._face_areas, self._face_jacobian
 
     def normalize_cartesian_coordinates(self):

From 0a74cd61848aaefd9bbeefb51fe505ea41fe6d7b Mon Sep 17 00:00:00 2001
From: Rajeev Jain <rajeeja@gmail.com>
Date: Fri, 17 Jul 2026 13:52:45 -0500
Subject: [PATCH 5/6] Address review: UxDataArray return, plots, and face-area
 benchmark

compute_face_areas() gains as_uxarray (renamed from as_dataarray) returning
a UxDataArray paired with the grid; plot face areas in area_calc.ipynb and
the geometric/theoretical ratio in healpix.ipynb using it; add a FaceAreas
asv benchmark capturing the vectorization speedup.
---
 benchmarks/mpas_ocean.py        |    8 +
 docs/user-guide/area_calc.ipynb | 1144 +++++++++++++++++--------------
 docs/user-guide/healpix.ipynb   |  562 +++++++++------
 uxarray/grid/grid.py            |   27 +-
 4 files changed, 1006 insertions(+), 735 deletions(-)

diff --git a/benchmarks/mpas_ocean.py b/benchmarks/mpas_ocean.py
index 659c19014..2d47627c1 100644
--- a/benchmarks/mpas_ocean.py
+++ b/benchmarks/mpas_ocean.py
@@ -56,6 +56,14 @@ def teardown(self, resolution, *args, **kwargs):
         del self.uxgrid
 
 
+class FaceAreas(GridBenchmark):
+    def time_compute_face_areas(self, resolution):
+        self.uxgrid.compute_face_areas()
+
+    def peakmem_compute_face_areas(self, resolution):
+        self.uxgrid.compute_face_areas()
+
+
 class Gradient(DatasetBenchmark):
     def time_gradient(self, resolution):
         self.uxds[data_var].gradient()
diff --git a/docs/user-guide/area_calc.ipynb b/docs/user-guide/area_calc.ipynb
index 0c051f36a..349b720a4 100644
--- a/docs/user-guide/area_calc.ipynb
+++ b/docs/user-guide/area_calc.ipynb
@@ -33,10 +33,10 @@
    "metadata": {
     "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:00.093267Z",
-     "iopub.status.busy": "2026-07-15T18:42:00.093177Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.293660Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.293041Z"
+     "iopub.execute_input": "2026-07-17T18:49:15.166870Z",
+     "iopub.status.busy": "2026-07-17T18:49:15.166704Z",
+     "iopub.status.idle": "2026-07-17T18:49:16.484474Z",
+     "shell.execute_reply": "2026-07-17T18:49:16.483964Z"
     },
     "jupyter": {
      "outputs_hidden": false
@@ -65,10 +65,10 @@
    "metadata": {
     "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.295553Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.295372Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.504775Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.504334Z"
+     "iopub.execute_input": "2026-07-17T18:49:16.486070Z",
+     "iopub.status.busy": "2026-07-17T18:49:16.485935Z",
+     "iopub.status.idle": "2026-07-17T18:49:16.708579Z",
+     "shell.execute_reply": "2026-07-17T18:49:16.708080Z"
     },
     "jupyter": {
      "outputs_hidden": false
@@ -93,10 +93,10 @@
    "metadata": {
     "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.506399Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.506218Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.716457Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.716038Z"
+     "iopub.execute_input": "2026-07-17T18:49:16.710491Z",
+     "iopub.status.busy": "2026-07-17T18:49:16.710286Z",
+     "iopub.status.idle": "2026-07-17T18:49:16.936544Z",
+     "shell.execute_reply": "2026-07-17T18:49:16.936125Z"
     },
     "jupyter": {
      "outputs_hidden": false
@@ -147,13 +147,21 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.733834Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.733720Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.737352Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.736938Z"
+     "iopub.execute_input": "2026-07-17T18:49:16.974275Z",
+     "iopub.status.busy": "2026-07-17T18:49:16.974126Z",
+     "iopub.status.idle": "2026-07-17T18:49:16.978220Z",
+     "shell.execute_reply": "2026-07-17T18:49:16.977844Z"
     }
    },
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/mbook/uxarray/uxarray/grid/grid.py:2042: UserWarning: Total face area 12.571403993719983 exceeds the unit-sphere area 12.566370614359172. This usually indicates a malformed grid or incorrect connectivity.\n",
+      "  face_areas, face_jacobian = self._compute_face_areas_and_jacobian(\n"
+     ]
+    },
     {
      "data": {
       "text/plain": [
@@ -198,10 +206,10 @@
    "metadata": {
     "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.738653Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.738557Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.744305Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.743843Z"
+     "iopub.execute_input": "2026-07-17T18:49:16.979426Z",
+     "iopub.status.busy": "2026-07-17T18:49:16.979339Z",
+     "iopub.status.idle": "2026-07-17T18:49:16.985486Z",
+     "shell.execute_reply": "2026-07-17T18:49:16.984829Z"
     },
     "jupyter": {
      "outputs_hidden": false
@@ -759,8 +767,8 @@
        "Dimensions without coordinates: n_face\n",
        "Attributes:\n",
        "    cf_role:    face_areas\n",
-       "    long_name:  Area of each face.</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_areas&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 5400</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-4cf08d9a-2d19-494b-8aac-415b13a60502' class='xr-array-in' type='checkbox' checked><label for='section-4cf08d9a-2d19-494b-8aac-415b13a60502' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.002112 0.002112 0.002107 0.002098 ... 0.002107 0.002112 0.002112</span></div><div class='xr-array-data'><pre>array([0.00211174, 0.00211221, 0.00210723, ..., 0.00210723, 0.00211221,\n",
-       "       0.00211174], shape=(5400,))</pre></div></div></li><li class='xr-section-item'><input id='section-95645ffa-f1d0-40ed-bb5c-29e643beaa7f' class='xr-section-summary-in' type='checkbox' checked /><label for='section-95645ffa-f1d0-40ed-bb5c-29e643beaa7f' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div></li></ul></div></div>"
+       "    long_name:  Area of each face.</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_areas&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 5400</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-4a1d0f47-0def-4fda-a994-6d1dec3d7ac7' class='xr-array-in' type='checkbox' checked><label for='section-4a1d0f47-0def-4fda-a994-6d1dec3d7ac7' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.002112 0.002112 0.002107 0.002098 ... 0.002107 0.002112 0.002112</span></div><div class='xr-array-data'><pre>array([0.00211174, 0.00211221, 0.00210723, ..., 0.00210723, 0.00211221,\n",
+       "       0.00211174], shape=(5400,))</pre></div></div></li><li class='xr-section-item'><input id='section-d19b7c69-553b-444c-9557-c7e4710e6a4b' class='xr-section-summary-in' type='checkbox' checked /><label for='section-d19b7c69-553b-444c-9557-c7e4710e6a4b' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.DataArray 'face_areas' (n_face: 5400)> Size: 43kB\n",
@@ -785,343 +793,18 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Need face area calculations with custom parameters?\n",
-    "\n",
-    "For most use cases, the `Grid.face_areas` property provides the recommended approach. For advanced use cases requiring custom quadrature rules and orders, use the `Grid.compute_face_areas()` method. By default it returns just the face areas; pass `return_jacobian=True` to also get the per-face Jacobian, or `as_dataarray=True` to get an `xarray.DataArray`. For example, using `quadrature_rule` as \"gaussian\" and `order` as 4 would give us the following:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.745585Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.745499Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.753432Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.753094Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "np.float64(12.566370614359112)"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "all_face_areas, all_face_jacobians = ugrid.compute_face_areas(\n",
-    "    quadrature_rule=\"gaussian\", order=4, return_jacobian=True\n",
-    ")\n",
-    "g4_area = all_face_areas.sum()\n",
-    "g4_area"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Now we compare the values with actual known value and report error for each of the three cases above."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.754775Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.754696Z",
-     "iopub.status.idle": "2026-07-15T18:42:01.757403Z",
-     "shell.execute_reply": "2026-07-15T18:42:01.756955Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(np.float64(0.005033379360810386),\n",
-       " np.float64(3.1938185429680743e-10),\n",
-       " np.float64(6.039613253960852e-14))"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "actual_area = 4 * np.pi\n",
-    "diff_t4_area = np.abs(t4_area - actual_area)\n",
-    "diff_t1_area = np.abs(t1_area - actual_area)\n",
-    "diff_g4_area = np.abs(g4_area - actual_area)\n",
-    "\n",
-    "diff_t1_area, diff_t4_area, diff_g4_area"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "As we can see, it is clear that the Gaussian Quadrature Rule with Order 4 is the most accurate, and the Triangular Quadrature Rule with Order 1 is the least accurate.\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## 4. Calculate Area of a Single Triangle in Cartesian Coordinates\n",
-    "\n",
-    "For this section, we create a single triangle face with 3 vertices and plot it. By default, in `uxarray`, we assume that the coordinate system is spherical (lat / lon), however if you want to use cartesian coordinates, you must pass through `latlon = False` into the `Grid` constructor.\n",
-    "\n",
-    "Assume the units in meters - this is a big triangle!"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "collapsed": false,
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:01.758580Z",
-     "iopub.status.busy": "2026-07-15T18:42:01.758500Z",
-     "iopub.status.idle": "2026-07-15T18:42:02.070199Z",
-     "shell.execute_reply": "2026-07-15T18:42:02.069627Z"
-    },
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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DzmmdCGy99dapX575zGdOrhN/+tOf0jMar60y5dBDD51DppDhfmvclO+tVb61a49Oa9/555//iLVVXxuTrWtI9NPee+89xzle85rXTCy++OLTtrN7CJltHDmX8Q7txlTgkEMOSd897WlPm3jjG9/YcS09++yz03FXX311x3swjx1j/ZgK1m3H/f3vf09/f+hDH0ptTx8I/Pa3v00yt9weVcdG9N2b3vSmOc7ZCcZfa38Meg0q918rrOGt85J+QXZ6vf71r5/Yfvvtkz4X47ddP5vz0ea33357VzJ83JAjRGMIEQ80AxCNaAce1AB+MmoC7w/vpPB1GcLEIiPtIOrRGkHgXY6cAR4W3j25OjyW5ZA/qszSSy89R4jXsTw0KtdMlRgYHq3WkqaXXHJJup94taug1e6eW8HjJ5rF64eSFBCaFmGZDhLWeWnkYkRfgERJ0ZRWD/cgwAP7q1/9KkU7egHjBnigp4LvWz2Q+q0c3TNeULF+9rOfzeEt5+njuTM+4yUKAmUK5kzBW1ulP8vzRXSP5xiFQpu2o7HwSpbHr7nFUxwlrkWXzIkypRPaJc22wrgMGpb7iHYRWUL/4mE37zohKv/xOJcRfTRdf3b7rJ1476g27Z63fK5yu/PoiiA5f7nNg+Y4XVu6J1FfHt5yngOqnrYUjZjOUz4dnAdd53e/+12K4nlvR5frhPLz6k/9igLGBkH1a8XHPvaxyf8biyidvOvlPCaf+a48t3oJUQvP2UpPK8t0beGeYq3xMg5FToxlUUvQtyJOIs8RCeLV97n/g37SHq3RCtHDMs2aTPE36hiv+0zQbu0z3tDNyPIAGY8N0AkiymW49277I6JEVYojWXdUlRM1DopaO4QMmKpqaTdyHmIOiaBo+zINUfSCbIroSjdjI6Ddu4lgd0Jd1qAy6BeqAotKiWKLdGoHdL52+WN0J9G4aHssA1G/TJtrj2wQjTDaCTmLPgUFTcsiiCLVDsLUqFqUfQo6AyGEA6WjDJOxU1I0nnY7SNQkkPGBUQWcnxHQem5UDnkPoTwRQBRO/OypEALg//2///cIXrtCCl6djMFO91xG3A8B04oqFdPi963HakfK2Ez3fpkN0AEsAoS+57KAV805maoPYsHsBN+3LqboLK3j1+JM6Q1YDI3TsoHrxZCeKsm0G1QZCyBHAkUDPYmSRJl3LxSO1jENckBanw3i+aL/W6sKcma0Giqt0C7AWG9tG1RV3PZ299SKck4GBO1xuv7s9lk7ceXNjekKNKBaotOQI9rGM6JnlZ9PW1JIW/uytW3Rdjl82s1fSg9FTW7ibICyZayjBVFK5DF0UzkSlRH9z7NGvkkkSLf2qTZpdeyQ5+3mls+n6o/ZgMGCStYpl+inP/1pGmvoia3jNfInYy6HkcP4YRAyAn3mGmEQeTdWUZ3KsOa1JtiHrJgqD3IqtFv7jDdGdGtxhU793K6fWmVdFehDhg7FuJ1xXAaDAdWUgY2eNp0MmMr52I2cLx8f+Y3mQsD/0Q+jX7oZG93K7OlQlzWo9R7IDLRb94H+jFqtbeVYlWmjKIbGAZ1HO8YL/ZfcnK1zZxSRq8w1FFEBqFOyqoW9XZUgnHuTRNI0zwqlF4+97KWkxFlkLSp4tooLOBevK6W51btc9lq2ot13Z555ZlrUeWIl6UsGJKDl4ZQTpkFOBq4z5UHCqt+KJE1ndPDYAK5teWEkrFTPifuoes9NRqfFjHFc9qRR+nheCUteTl56fHOK/kxKsjsfqCzUCZQHgrk1CtPJw1dW0o3DV77ylanaWTswTmaLqmNBtEHuGYXk9a9/fVrotbvx2y4aU+X5Zoq4nryjTuVkp9oMMkrytypkMack5Ju7VdGvZ6X48pRSho1TSijPvH5oLRJQFzCW5RJxCPE0d1MgxXzlIeY1J4f1BwWfHCdPW8dZp3bv59jrBMorRUw0ojUhPO5bIQHe7nYIY4JRQ+EV5ZST4p7NN3JdhIQ8MS5EzcqR917Iyn6tFb2IZgS0gfwV8lpO02wRMoCDpxPIOnNvKjkPvmdAhmPFXIg8IPNX5I8DTi7gTMZGr9fvQaxB9KqpdLg4ph0Y4owjLwaYSCWHcRiKod/Qn7xaYX3vxOwZV2SDqKEIqhcFtnXSmUg8ma0REJ+ZLJLcvUxmC7PCCcKqQf0SwhaS5oUoJxn2KulWWFwUxPnLC1BM5DJ4Qt0bgwhNjsCsIugluhJo8bt+tX9448sIOkeV3zu2TM9Bo9POYbT1Arxa7TZSpTy0lkClYKEreLkXypukYF4ogrmb/QsIaS/GN0O8HaXCprkggb5bMNTRBtDAhr2vgjEtIlPeiFKVtG43sG0dHzx6ZY+neTmd5zj2DKF4zGQcheHTOt/f9KY3pbEkWZxzopeKXLtnUMRANLjT3l8WdGNSaX3KVSC2FCi3JVnnecoRXW1bBqWaV7/d/EUTpmD3wsjmfJLI73wM5qpgiN5+++1JZpeLKEy3dUAdwMEWRXRaN/sMGaSfq4xXESEGkXnB4CdXOL2sXxw5HHftHDgSzFvLMGtPiGIpEb1snbfdROyNN1Sp1hLcreOtH4goEUO7UxGHbmDOGKcR8egE8ltRHnRFcqIVjFRRuNbKsNYZ4xlFWESDsVEuRtDt2OgGvVgzZrsGGSsogYyiVkMu5FA7Wn8rOImDyg/akVNIZLaVKgwqBtONskE0JzJlrqEwAXkI0ENaPYOq08g/YBS0erFNlNjRmKDD68Z5jXKhEIpO2RNCOebF6QXanZ/ygxvbDuhxQsGiSX5bRYlA07GBpHwjG4D22iPKI2YxJszLVBXKSTls3QmEu/5Tkax8Hzaxc752FbBmI7SVDS5XlhEFaqX/RO5IwP2J3Li/qHoXykRVRZ/yQ4HHkW/1suLtU5BUE5K31S3wynnHLcStsMBUqcbWKxiXrePJPKtaOrfd/EYXa63O1Wksl4Ejrs9VPmqljEJryetW8OJS/FurJVLuRCYoLt7bzR9eyemq2FWB8UAutXveuK42p4SU25jSxQAvIzzLrfKrdWd35+NEUnmrTKHiuaZcUPQ6VUvsBpQUColna1fZqxu56f+t5ZLrisglaq2ehiEQ0aNQ6KYarwwi/YNeFRQ6a5moEE89WdWu2pk10TUC5KG/GcKxoWk4E8qV7Iyvbiq+GW/uoSyXrNFR8rzfYBCJwk23d1AVkNEodeU82XawNlPoGTyt64iIJvlPfsS2DeV1kNNTX3qha5cdQN2OjW7Q7VrWjzUIhdZYKY/LGC9kvzXYWhBgaLeTu3KjIZgzHMfmCIMHla71xeh0Lk6CjP8hR4gaCoKCsqmMtigO6giBo/QvD66Fvby3kLC0hZ4Hu+zlxCNGm7M4o10Iv1pYeMp4mOQYUTqUpOwVpYI3SXRIjhLFnxeKYUb5bqfAOQaNRziYkdep3n4rRJKcmyFol2zt4bcULQJDqdAq+T6dgOLn3ihKjC+CP/bxafccZViEo6wyLrX+4xGitOmDmZQL7wSJ1SIYrkOAoyVSXFt3HzdmKGg4xzYvpfgaF+WkzFAcbMLJMOW5066dNr8TnVOkgdLGUPS3scWLy0uuX91bpyjAVGAoK9tqsSXc3TflhTff5yIH4TnrN4xpc4TiYBwz7hXOCPpZt9D+6C/mq7Gh73giGfjoK1N5IymHcoXMFWPRosjIsXBrJ0q9sT8VRJDJDHO+fC0KDc68+3Iui6sxQ9FliDCGyKDZQgRE9FD02jkpuJQLbcrj6f6MSwqwthF1wdendKLQlOk7xiwDizygrMk5sldJRAfKz7fvvvsmp4Y57TqMUsqKvKvWPUgiqtBt/on+IbdnErkzZ9GH9KV+FCXrV+5PKzAHGHMi+d3uhRZRIq92e8/oN22OfiQpXmSAIWoeKfRi7AfC2CEvy/Qq66D5IVoYe8yUgW7HAaO/RDwo4AqQMHZC/pgvxgfZTJ5T1q0djKmqQAOj2Nv8W1RIv8nrie0j+h3NJoPIjpnQnMugqMeePtNB5JVzkHzXh+uvv34ybLQ1J581l17SuuZodywEbWx+c+LMZmx0A/fCcKR7WN+sYYo4dZODNNs1yNpp3UVpI+foXiKLxgsdhTwq55fRZXxPdzKuGPXkrbFMHkXEJzZB7+RYtaZYw7X7uGyaXAnDLnOXMTuceeaZE6973etSWdd55plnYuGFF07lN8slKu+9996J5z3veanEaLtylEoyPve5z02lj+N75SKdV8lG30V5x3alR9uVjZyq5KeSmcrBKgftnpUYvfjii1MJ0k7lqjfZZJN0PmVAu4HnUVZTyVMlRpUyfsYznpFKeSqN+c9//rPSPbcrux0lVl/+8pen53jFK14x8YUvfGHK52iFMtv67DGPeUwqJ7vxxhun8rhldFN2e/fdd0/H/vnPf57jc+Vm559//nSfyqxee+21jyh1fMIJJ6QStk9/+tPTcS9+8Ysntttuu4m//e1vc5xrn332SedSbrSbEtzKPT/1qU9N537JS14ysc0227R9pk5jql27Kjd64IEHpuOd1/mVqzUHWu97JmW3o3RwK1rLoeqzddddN42tJzzhCanktXLGrSXP25Uc7lTW19jdbbfdUqlX89AY/vGPf5z6Z6ONNpryt3D99ddPrLzyypP96V4++MEPTlx++eXTtsd1112XztlaTjZw3nnnpZLxMaeUn1999dUnvvWtb83oWVvHIijTvMsuu6RS4eaHdlC2ulwS++STT06ld0P2uWbMlzLuu+++1JfuV/8orx1l/Q844IBHPLv+c5xtBpSN/t73vveINtDXZGQ3Zbc7oWrZ7VtvvTWVMXdvrr/BBhtM3HjjjW3LObe7Zqe5ZWy8//3vn/LayrC3KzPdDp3mTpy33bjQr2uvvXbqZ/1Nxiy33HJprLVCuWbnuOeeeyY/++53v5s+e/Ob39zxuck95YrnnXfe9MzkbyvchzY2psjknXfeeeJrX/ta5bUPyLU111wzlWt/8pOfnEq8W1Odo1zyvFM/tRvD7dDpHsgj1+20nk117cBXvvKV9Ps77rhjoipuuummVE6bPIg56++bb76542+ibZVKv/vuu9seU2VsdJI3U+GLX/xiWrfJsPIcGuQaRFeznQL55ff6hFyh27XrE1uTOJYMsEWAtXSzzTabnAvuh8xvNw/KIFfpXhn/w1z+qWY6ZWQMDzwoPE080a3VezL+h9hIV/7KTKIuGfUGeocIG88hD18/garBqy7yNYoQHRAhFy3tNs9QtFM0AfW0l/TWOsNGtbz8oh7lnK2MahBB5dmXZyOSUHeIdIlmtdv8NCNjFJFziDJqD8o9pQXtJRtDUwM9DWUoG0PNR7vqQ1FQBK++30BHQsUYRgn4QbUl+lq5cExVoMeobjYuxlA8s/LH2RjqfryhUaFTozm+9rWvLeoOdGnGvly3jIxxQc4hyqgt5ATIGZBjgvuPF53RHiprqVbD+6gqXEbzwRg59dRTU+KtMtn6NvIDB+FhxqcvF+JoMuT/SBCXAyMvSK6Jlz3ZZlI5Tt7lVBttjiJ6tWHzOECuB6OI0Sz/TM6sXA9OhiZs62DLhG7ypjIyRgGZMpdRW0QSr0IIPJObbrrpsG+ptuDpltwuydOi28+SyBmDgcITaEqoXfZqUmhBlBRdbqp9hDIeCYUSJJmjuil4ogqluYJ2ON3mrxkZ3UJVQoVH0AsxHETtN95447yGZWTUGNkgysjIyMjIyMjIyMgYW+QcooyMjIyMjIyMjIyMsUU2iDIyMjIyMjIyMjIyxhYjR57G1x2VROCMjIyMjIyMjIyMjJnjsY99bDHvvPOOj0HEGLLLsL1qMjIyMjIyMjIyMjLGG89+9rOLu+66a0qjaKQMIpEhxtDdd9+d6v0PEkcffXRxwAEHFPfee2/a0PDnP/958Ze//KV417veVSy++OLFRhttNKPzep4PfvCDae+CNdZYo3jd616XnvPAAw9M11KBSknZV77ylckgVJr3q1/9avG3v/0tVWm7/fbbUwWyJkBFHtV4RhlKsCqdrB8XXnjhoukw166//vpihRVWGPatjGUVuqc//enFC1/4whmfY9TmnH3G//Of/ySZZ1PJUcao9d24oF2/0R+U0rdRcEZ9Mcw5R3dQaff//u//im233bZ42tOe1vdrnnDCCanS6eqrr1485SlPKR7/+McXv/3tb9P/L7/88qRf0j1tBXHJJZcU888/f7HQQgsVz3jGM9K2DYsttlj6zbChSqvtFejOUxlEI1VlzkM/+clPTsbAoA0iuPPOO1NZ19NOOy01us0xF1hggeLXv/518eIXv7hYdtlli1e96lVdn5dVywC66KKL0t4kb3rTm9JAZQgts8wyyQBSQtZnBiuhaod5RtSqq646o2sOA7fcckva/X3UccUVVySB8YpXvKJoOu65557i2muvHasNKkcJozbnyGCbOBuPSyyxRDHKGLW+Gxe067crr7wy6QoUyoz6YphzbvPNN086nv0GB7EPHdCl11xzzWKppZZKex1yvi233HLJ0c8QuuOOO5JDlGP0N7/5TQoEMNjooQwkxtDHPvaxFJ1ZccUVh+YErmobNCN00BAwet761rcWf/jDH5LSa8Cwoi+44IJip512KtZdd93iIx/5SLKmWdi33XZbpfOiAR588MFpwBlc8LznPW9ybxLGz5e+9KWkBNj8jaJtkLrue9/73jQId9555+LII49Mv7UPhw0JRa7qZA/fdNNNxahD21911VXFAw88UIwCjGEbXmYMHldffXVykMwGozbnRMx4KMnEUceo9d24oF2/WdutDRn1xrDmnA26be5rb6tBGUPAiPjyl7+c9FY6JGMCM0FEk8OJccbQ2WGHHYojjjii+OIXv1h8+tOfTu833nhjYk2J1H/qU59Km/06lnP/T3/6U1FHZIOoxzBgzj///GT0fO5zn0sbi77lLW9JkRywe7WB4ThWc1U88YlPLLbbbrti5ZVXLr7+9a8n4+dnP/tZcd999yWjhmXOSOJBYKEzol760pcW7373u4s///nPiUr3tre9LdFJtthii6Q4/OIXvxh5WkkdN4jkCbSx5ijsBC5RMWM4MP956DL+B44m1OJxMIgyRgf/+Mc/km6QkdEKegLn12qrrVZ84hOfGJqz/+Mf/3hiKR177LFJv6Vj7rPPPsVuu+2WdNIybHaNmYTid/jhhyf9lEFHR/3+97+f3jfYYIPkwK8TMmWujzAIfvCDHxTnnXde4n++4Q1vKD760Y8mWl3wLLtRKHmQ1llnneLCCy9M0aZtttkmGVcscYaQiBEjSJiSRe5vg9i7XdrR+NBJttxyy3QfQr9bb711URdYEB73uMcVoww5X5RYIWV5N4yjJsOY/OMf/9j452jqQilXZjY5gqM25+RRkrnkIsfQKGPU+m5c0K7f9ttvv+Id73hHyi3NqC+GMed+8pOfJJaP1AgO7jrhhz/8YXH88ccnHVfkiJE0HX7/+98XJ510UnHxxRcnBtM111yT9FRO/rnnnnuolLlsEA0ALHuRAYUVDJwXvOAFiVpnIFCM995778o5GAwrA/Dcc89NPE6RH++MLblD/n7zm9+cFAM5RqhZqHOiQXKYRIbcwyqrrJKMJ95Ug0QOkuOGmddy2WWXTUbSRhmKYfCM8Gbj5jY5SvfjH/84jW385ozmYdTmnHxNlI155pknGemcPqjLo4hR67txQbt+oyRiDcw333xDu69RBEZML7dhoV/J4e433DNaGXkmd0eESPoFpb5u+Pvf/570SfoMvVb06GUve9m0v6OjijjRRzn1l19++WSsoNV1K7Pl609lTFU1iEaqylxdsf/++xeLLrpomkiiRvJ7QEhR5QvRHZ3JWp4OFnqUN4lujCLeik9+8pPFhz70oeKoo45K9Dkvg5JBBDvuuGPxzW9+s/jRj36UBp3rCmOqgsfLbFC69rAVc9S+cYCFj6EqEZEQYZg2pRJguz5D28wYPEQa0XI5XGaarDpqc45CKRJ+8sknJyVTNBydY6uttipGDaPWd+OCdv3GiM8Rot4bFQpSMYp6Beu1c/YKdDVRJ3pYvCj3KJT+j0G0/vrrF5tttlkaNzOd867jfPSOhx56aJJZ4OV6s9U/jj322GR0uI58OHn0ZDH9lM7aCfKQvDj6tQMjiSHIAGTATPXbdn0jDWU2emw2iAYAZRr32GOP9H8JcRQYSWn4lVGNQ+hR9Y4Pf/jDKeeoE3jjHc+g2WSTTdLLILfoOwcjyXlZ2WuvvXYqe6jwgkhQQFRC/oHBI1nPAMLpRDMZJkSvxgHaW18r4XnWWWeliJ4+amLFKAKvX2HujKlhwXjqU586qzyuUZtzFmHyEwXDIkuZwH8fRYxa340L2vUbqlE3yl/G1KCY062sTZzOvXI4YnfI554tKP+/+tWvktEWEQufxeahjBT/d9/GhZycqcDoY0w4h3P6P73Q78hERoY2cS36h0iJ3xiLnomsnGeeedK1tZln9P9ujQvnRKNnHLm2c7sPaRyex714Nt+16xP36N78zn1USSvxGwYkBxg85znPKWaKTJkbIgwUIVHUOR5NJQ0NnMMOO6zjb+QeMWb++te/tq3vbnAwjk455ZRU6YPlblDzIKsLH1Bb3jFCmyJJohaMp2HCoB43ygBB9e1vfztNeh4ctMYmLYy8TYQX70xG8zBqcw6FU0VOjiX7wW244YZp0ZejMWoYtb4bF7TrtxNPPDE5Koe9Bo8K6FYcjoqr9JJmZr2bqQOQboZNwVigvD/zmc9MY4ECz7HYrdHG6MHyYcw4d1Ruc15/RwSI/scICcOKruEz+gYDSlvFa6655krn8Zz2OfIbjvOZPHPoBp7XuV3XNh3A0InInbngvlzbffudexNl0ndV8pLAfWtXOm3r/WbKXAMQ+xSdfvrpSRgSinIxDB5hWYqyjvW3iXTzzTcnqtxUC6FBJfHu9a9/fRrMu+yyS/KWiirZl4gh5BibvSqZTGDIQRKSlZskkuTaBqRrG6DeUfCEaxWEMAkNbp4I7yhfnkPyn9+ahBH65ZGQ38QbgrLnWXxu0LsP1zYpKTJ+L1LivI5hIMpp8rn9RcAkMnkIEFXzTDDJfHEvcd+u6d3GYYxO54tjPDPaIMoRoRkTM64rumbC6g/no+y7X5NKu+K3fuUrX0mh4RBk+sceEtreNVVScX1Ga3g75InpN1UIXct32oNAi/aTbMgz4zv97Lyup1qhUu7GgKiA+2EUu75S7J5RH3s+L995LgYWgeZ+CQyeH4LUPek33zPIhaidV3/rX2NHAQ/nUXYzPFUh3LQ9wWPsurb/uyfX0L6ioOihysETrJ7feZ1fvpp7VDJa+2oTY8A96bcll1wy8aWNT7/1HM7r/vyW508bEpbGgnt0bZvHOcZ5tZtn1ba+l1+H36xf7Jukf92LghCurw1d45xzzkl/uz/Pqp8UvzAWRV8d47rawHzgoNCGyrHil4dXL+gOriu5X99pd/djjHkmEVmRWXPGK8afc5sHIhvG3qWXXjo5F/3OMSi42hkV1sLhecwnbexeUWPNVc6R8Pbx3DkHGWLcGGuON/Zcm2cObce5jRdzI9rYcRbacr8ao9rKOPVsjBD3y7nj7/I4Jd84ZMg0fHG/jSqLrm+eew5jkXMmaJghq375y18m+aH9tIHfepaIphsTZETMiajYpVSsZxlF44HDC1W6F9De5ps1YtjU6VFHu37DEjC/MnoDcqcfVVDJl5lEZslXFHmyyZpDHpNjZN900Z9Wg8o9+L/1x3OSs87L6U3GVTWsrCntnK/Pe97zJg0Za4L79Zm1uBvZ4PzWg3CWulfrlLaISJbn8dKm5L+1z3rlefRdN4VxQr47x0yN1kyZqwF23333pExRtpQwtPkXxYDCruoMo2HfffdNx37gAx9Iisd0A5NSYd8hv1NQgaJHMaBY8JxS4CjXFBHKrERPyjyFhfLGU+VYA5NRQ1ij5Ml/evWrX50ULff1rW99K52P0q6CmklvYDuv/XYozgY1xU3Nekqp8ygsQUlxbtdxPwsuuGBKIHS+OL9JpGqUNvHMJhTjST4Wz4rrx7Hf+c530r15Xr/z8jsT0jNR9uJYk02bU449W4SWKWoMGtf53e9+N9k/FFQKt/Yx4RhhUdGKsrjSSisl7wTFzyZ7lAv3qw/23HPPNOk9M8GijYDiSPkX0ncOtf49P8Pos5/9bDqn55F0GAaRZ2I0U3oZLBRpyry2Z6BZbPWRfQH0neIN+oAyySjFVdfPDA9jgjKvDfUF5dFv0DA9i3vW1vpHu3kuhjPhhbrJAGQMEeyUbH8rpUnhpTi7D88lh05bMsYJa8orIU6x1u/KccphM9Yp2tqEgeae0D/1n1wQ52UQuSdzBW1UtFROnXGk3RggFHntYoNkBqwEZtcIg4ig14YMCw4DY0QbGjeeW3ER1/Isnslc1N4MDAb4cccdl4wZ48Gx2tC4sEB5JouI8e8zY43S7t5UCeJYMOaMXfOE0eM77Wt8+o379M7YsleYvrUoGbPGpXvTp+aAZ4VDDjkkXdcO5tqGQaQN3RODytxXmdJzuC5jyrNE3xlnxps5yyAK4w61lxxC+fU7/arP9KvxYAz5DN3T+NJXxot+1saej7xyLIPIWAPjJowp5zPW/N55zZmNN944/R0UOP1nvrk/C6Y5Y96a857bnPQ8nALmUWxw6fn0qcqcnjOjPfSZqk/kuH43ZjhScsRiMDA+zWnyKqN3GLZxHxQwax4DgIOJfK1itAQNjnHinROIfKSrWIPJQOfrNWX9UY96VDqvFwcUOWxNIaPpQTNlsLhP+oVXOWoXDi7njojWsPo6U+ZqBgosJYvCKBGYAkzZ4TE3Gc4444yk9FWFHJX11lsvDcCoYU+JQpOjXFoIKc/OKZ+IIuT6jo8BZlIzsGKCRlKevyMpzyJq8kTYNb7zf0qNAR/eXZ/HhrBB+3NeRgTjLI4x8U0+giTO63fe47zuxW/j83iP0pjlUHB8F2Hj+C6uT3ARNJ7d9XliwLF+6z5ckyeaIkYhjlBvRL48j+MoevEMnt0zBX+XgHM+3/ncM7hfXiP3ABEpiAhKeL29tInfa0/ncL+Oo+hHhCLC6JRHgiiiAxGd871zul/P7n5D0Pnbb5zX/bmnqOIS5zUefEZIMhQIeccGFzkKR/it63hu5wVKs7+1b4wf96/d/E47OK9z+b/r+W1EHB3rt76LZ3Vt5/V3JHdGxLB8XudxbvcU5w1PVkQz/M5nfucz13Rt53Ud38dc0DdeFHxGWCx2MdbiHiNiUR7/zhn97FUewzFGQd+U56Lf+84x+tUzanPHaAvfeV73b6zF80RCbbQ/eWIsM2ai74yHaH/PVz6vezWenCc44uVxSmbFvHG+8jiN88Z+KxGlYzBFVDNkRMyZaI+QPX4X7ePvkAEQMiJoIn4TQJfjlPCslIhRAcfATPM+KTjWFBEhOa6cAtYCn6OoMC69i6QbY44VKa3qzc7ort+OOeaY5AjiUMuYPcgu8tgYJneGUXabfOVEIousg5yh0+UfkW1kNkeWueb3ZB3ZSp5ai5xvUIbe73//+yQXOEfIbjK2rrnOU/V5Lrs9RWm9JsEEFF7nYUAFmsl+L6INPOw8tRQRexDxFtuTSOEFRohKcwYRhY6SwltFkRhkzX2ecl7xYUA0Q3RClISSNxUIqKDuZQy33+oCURzRuV133bVRRSaG1XfkmfYSzSkbL/0ApULkgwOIQYSeZFHvlNg7Dn3HgBSxp5iLGooIiSiC9YbDJyJ0osmUoqB5ibyKMIo0M35RixWv4EyyvjCgrB8Z1ftNRJgih0WQUV+DyHmnO19UWiPj6KEcPwyaTkZMVJpjQDE6wonoN2SjV1U5JQKPTeJcnfJ6Ob7pg+HwnQp33313cpKIxjPUOKqqGETmv+iy/TCbZBBlja7miFwZlJWVV1450UeUKVSlrGoiu4UMtcuAQEdDCRN1QheyIKLeGOQGvT2ReAsZCGhRvIKDAhrasBTr4BxH5GoqoPxRINAbM4bbb3WBuYh21jQMq+/IIt5SikOVPStmA5Rdzh2LpYILlAbKPC8syh8nk0gJownVsOwQsciiG5ILjABeXkoBI2LYdJyZ9h2lC0QjnIMSjlaqneQhiOaJEHk+nmGVUb0C6KDB7aeoobpyEGkj1NjIsYiczYzp+41yGhH0jPpC5Hwqg8g84DwgQ9B2O5WBDiod50EURqCoR07yEUcckei/nBJkpSgu5xGa/FS5kJwXDLHZFpKYq3TP7ku+MafHqquuWun3KM7TOZbLQDVnyNA7h0nTzQZRA8CaF9GRXxJ5FLybchwYMYwc/PypFh+JyTyjJpbfot7h6qN98aBaCA12iyGPn0npu3GBCS8XokrUJ2hhGRkBVAL0gioGdcbDjh6Kg7zBQQBtGETwKJ/yxdAcOYMYSvqNTJTXR/4xCCzOcis5i+TxyfsiRxlxjpXzxbCSe1XnqGDQZaOcL0o0FgDDRW4hBw+Dp7zhpLXCqx1Qu8rKUnmbCI66mA/yFVHuBrGRZdNhTPLAZzQXnKqczaI9HCbtii8wmOhb1gqOFdEjzjQGjEgQw8B88RknDicNXUO+N7nEyOrkpI5KboywXuAzn/lMyu2Vv8p5vvXWWyfHUZVCBwowNBHZIGoITBiGEcgtYq2bXCzxvfbaK3mnLdCsa0nerYNWsqaqUhQRv/V/HlIevcgl8M4wikIOFJZBIhbTYYCRQ0hV8bhS4nq52VvTMcx+qwvMqyZWiRpm30W1wUGCciF51wsYMzH/RY7QxlCTeetFgMlNVSdRiiN/igFFdoqgM5JEkBynMEfd+o4hRNaT62Q8I0dkSJSIAqZ4hcIkvaYOMrwUBxkV6nq/+806zFmZMVhE1Tb6FYfBdA7RTqwc84yDhVFEh2i3JQrHBGPIXPO99cJ7ORqjoJF7QD0tn4POoaBW2eHmd7ZVIX/k+G233XaJTdRKmUORUxiKYSMSXNVB8ZT/bnTqpTiXlAI55lEt1PU46Bk/IleOifZrpcyJwqt2LH9dtVZ0QM4pn0GU1o78eLKDPPZSjAlriUzhnDr77LOTwdkPZIOooZNYWPSEE05Ik4Ig5fEz4QzM8IhawH1uMTShhOqV1laViyfDomgSq2SFOocrKkzLO/q+972v79z+VqD1iXYNA7iylCGTfbq8KUpVUz0go9ZvdQF6UJQVbxKG1XfaSTSGclgHQ9Kcpix4qaon4qNKXjsZSEFgAFF+5GeKsigDz5GEThaVmcjcfkaOpuo7Sp77YPiJfHsOypj7cV+UJMYdhaRfG3LXNfl62GjXb9btQa+3GUVybkSBFjoVGhvDiCFvrqQiBirc3nFHUbzsZcV9L3/5I4z8oIqSB+Zb2ZCJvYKijDW6G9ptO0cB/UslUpGhdgYVtNLvFIs54IADkuHBGOHcKINOwwGu0ivHDqq/9Isq+Pvf/57kmHfGFDBK6Iz0Q7nott1QDAtbSbu5n0449NBDi3322SflaYu4c8YwfBiQ5gRHjWqr5EYU2XHPzk3OWmMd10+qcjaIGggTVfGD2IeDYSPUqiSyRRwP3mIn0VuJYGFWeUQUEN+bnAY6JUC1OQaTiSLUywOAPsaSVz1MiJTHYRCInYaHgahAVsVTqkqQMuL6IGO4/VYXmG8WtKZFDofVdxY1xsOw83DagfyrKofx+r3ISp5P0aXPfe5z6TMl3jmlLOb9KMAyVd+R74w0VBcKGFD2KDMUb/fD8EOLZty5334YpgoIcL4xfOvY18NAu35T4Ej+h1fG4ED5jv1vYu+zKICgn+beeefiiaefPnn83JtuWkwceeTkWKa0m2sMBtHiYOY4H2qtz52Pgs9xXa7e2wo6F52ulaWCVhf5ZSoFH3jggZPf2UpAOkWg1SCSi4T2JsoC8jVVMqbvdcJ//ruGxX5HgCJM3on8iEopTmNLBs9Cf/SsqhWLRHXSoRhRImDgWNtm0KM8b7QbmmFQ/kThySyyg2Mf+uW8CWSDqIEwqC1y+Ossdl6AWNx4AyTJqiAUZY1Z+EKSQp6sbfx5RtNhhx02mdBs0vBMMJZifxMKngV+UAZRL3eU7haUM5O5CrpJFhwHDLPf6gIRQx6uOueS1KnvLKTl8vtNB/nB8YRmhzpnPDA0fCaSz3Ms+tSu7K42QHnxig2QGTLTjaWp+o6zRqQ7DDFOM4oTz7McoNgLzmunnXZKji8GkUi5e+0VldHzYC5EfkNG+36jYPayGlpGdTkUjgAGDQNHpMecnOeGG4qnl4whePzRRxd/WGaZ4v7FFpvcP8c8pV9FzlDkgxn35r/zz4aSKiriWqoEi/qWocDWVEA1Y4jEdg9ALrUziB566KFkgNAXw2gRzeEoZ7BwqMsJFAVyjrJhJwfR8zIOO1VK9NtAFGyZyqlDhopCkZt0XWkccjj1U7+QDaIGQm6Pwak0avBBDWaLnJwik4AxE/vk2IvIho2MJXQJxpTFCQdeCFMIVYRJGVyTj5fKBpImn0Fu0A6C1jJM2pXQuXA1pWG6ggkSHYPzmjHcfqsLeLNsPkrZbFI59mH2nUhM6wLfZDCEWvOIKEyKC6DVkb8cUhZ2Digym2Ji3KC0oLbxIlM4cOkpF+QvWY5qQ0nzfzKK0tGu7ziyGD+UD7JexB89TjU9TjLRIeuCKqNRGhulJ5R0SpeoDgqXe60aLesEv49zxF5t4452/aYPotJpxnAQ+7sF5vvTn9oe9+if/az49fOel44X/WEImZ+MDhFYKQexx1o3Rq65z1Aw/8qIwjPtqPwcHMaN8SPCJdoVOiKjjHy1NokcxYaorU6o2PD117/+9eSefCCCQ1b5TZVCCtOhde7HfpXTFXbAaiInOeflHdFb0ZP7geZuwjDGiJKvokIBA5mHGp+UAYPWZY8h3gELMkvfpBXejN2G8VhFi/A4nYsixxDygiuuuGJyEznH9RuMuWGBV0RYOjZqnQrCw0K9GcPvt7qA518SadNoQcPsO5x9C3WVOddUkKkbbbRRMpTQRXiPr7rqqiSvTznllFTJjqdU7qYFX5Qe9Y4XlCIjaRnfnkwnnxg1ZDK6ylFHHZUqhTKg0Gjw+Xl4GVhyChgiiiiI+qgQpWw4mU8hItspQhAb6gI6zBprrJHWDOwB7IBWGs5MQDlzvwo7jDvazTke8KAFZdQEHbYD+M9LXpLmjv4S2WNocFRwYJizHM50tKrGUGxgzhAxDswTsnGq6Hl8h5JHRshhYnCEgyk2eBe5pru5F84V+T4qZ/q9++UI9m5+PuEJT0gyIzavJpcYdq0OYvogOnD5/sgca2DQc7tFGKLtnAKcQ6LYqH4i34oq9AvNcWVmTILFLiFNKcZ2sLgxfLymg8p1IkoUOeFdSW2sdgusCarEI2+ihaxflT3qABOfAKjiwTRpeVMYRYOiE2bUGwxq0dVyCeKMqUFZp7irqISCMcqgKIgCUUrk9iihK39B7k6r53eVVVbpSIeJc/g9RoAIkAI6Ivw77rhjihBZG9B/ySYV5oIxoGKTnAP5BBSmdpFMCoe8A441ijt2QVTko4gw+ilZ3YInW9QqmAaUG0oYOgzFyvPw+qqWSklzbRG1qnvtNR3GBGZGLlFeIyy9dFHIvTnooMmP/rn55sV9iy5aPPWBByajtpzJ5L+xLZrTjhbbCgUCorqd/8f+RhwSZKF1JCLFnCfXXHNNMmbIDBS2sszwPYPCexhh5g3jiHND/rgoMbqZ6nCMGRAVioiQ13wt+xt5JnLD9cr50hw75Lac9U033TRFtLCMOF1mSg3Udp5JJIis9ByMS3KBDsqZ4zramqO/X8gRoobCAJW8i2MZyYAzAesff9zEQ8Wg7BvUFsGYIIwmJb37jWEWKTAhRcaqGESSAC3eJqnweNMS6XuNXFyiSPOldVPPJmCYfUe+WLA5YsYFvLDoaJR9MmS6ipbtwHtMuaGAMHJEk0SWRJCCyotagteP6hKbqlKawqs7Xe6Y+0KfE7lizPCI89JSyJzvtNNOm9zgtQqsKeg3UT3LPIkcqaiUGvdEOWMMdqq01XS0m3PyJXKOVQ2hgMFVVxWFXKKrrir+sfvuSd+K4gjYIgwGkRU01irGENAZ6FrejfPI2xN1EjXmKJCPyAGhCrCo0TbbbJPmvOuVHbmcCKK5zuHvkDPkK73OtiwMLccxiJzXvQf1nw4oAv3LX/4yGVEhIxhq5EBr9UPymlzgAHROEXDyjMyZKThnRLvlW9KrlBh3/4xADiLPpyKmohIbbrhh0S/MNTEqWa3/tWgNVN6vcdj/AEWCN9CAMZBmsriCIWCxMxlY5Ch0Jp3F1gQVkh3E4iQKNSzagImHskLoVC1/SqCZxIQKL0av9/JoCobZb3WBSlqqiVmwqi6KdcCw+070AiUMpWycDKNuIC/A+ArDRtSH0hDbKUArVZNsuvjii1PUgVHEeJlqh/sqoCDJM7VGYBJQ4kWmqox3BpWiPpQ21O4vf/nLybCj5LQWj7AOOZYSROEaNbSbc6iQ9moZ1EbFow7OAZFGa3OvilWIzKKfUd6NTSwR45pB0U2iP4OKzlVFz6DTmg/ylMpFaLqhZkdZcPdLZrhu7InkWTh1I0L0m9/8Jn2vzVyX3uf/YWg1tc+r2gbjqcGNCIQOWeoUCeWzZwqFFYTsTQoeC9Qx/7eY8loMylPH4zAsWOyhm8RWCzkvL4PRa1wxzH6rCyiFQW9oEobdd+hXKCLk2Aj55mYF7cBBQ1EB3ls0lyi9a0NbuaGxJ0c75cg45GWNZOjZGkNgLVD4QVIzpR6V2rinFHIIyTuiaHWSrxQta5XnIy87Ferx3NagmeYjNHHOaZ9cVKG+YDxQpo13RivDiJFB8e626pk5gi5aBZR3czicrZ3m+1SIim4c5u4Z7Yx8YfC4f1EoDpZ55513cnNgeU3Go98M0xgiK7S7+47qd/1EziFqOERz8K1jN+JuJ8snP/nJFF0K65knQpKdSYDzbZKUSzaOKnjnbALWreJAmZNkmEtPjzcsIJLXx50+2S3IK/OHoqHtmmZQ9nrxD/mt4iVKi4iK9inv2VSH8syUwohmyDNgFIn2bLXVVilnwf/LOVDkahTr8ZxoO53WFNQjid1R9GEcIFqWN/uuH8gkcp1BFHkuIi3mYrnUdjdg4Aza+eN+RSUVYXBtY80rZIpI0XzzzZfyihhsDKioejcsiGpzvGhjjCV6KfpgP+9ptLXcMcH73//+5EXsVGShE1DiLDpyYuQJKaSA9qN0sM8IAUm1g5oUyy67bDEs8IYQBDMRVCqsHH/88ZNRpnHDMPutLrBQKjrSNMdBHfqO8itpWGnqcYUEa04tXlDyVsnrKNhiTLWTwb3sO3LPNg6KMoBolCTmKvKQ0SbChz6HcvyVr3wlsRfit62l1WMPqqmgCh6ZOooOhtZ+4/2Wv9Gkcv3jAA5iSrg5SbaLcKKUUdQ5QNsZQ8YrPaKdMU8/4DyAYTh+OFJEXclb995Optx7773pO5HcYRlD2km7i2SV5z+6X7/vqVmrd0bHKIV9hixK3UCCGpjAFiCJrio/max2zuahRJ0zOAeBYdLOeH0kHHaifEwFCz7Pi/dRLiHcCeNMFywLcYtl02gvdek7tJOmFaTotbJCIQ6nSpV80Nn2HW+wzWCBosGg4VgzjjnHFO3hHa8KkR2VsZyHUeScnHT6Vm6dPKiqwE5AR2Y4UYpCkRwFtPYb5Vq1waArZQwXDHkGaijkjKGIntCHOItbqx86jgOZ/mCco31ycnAsRBEEugEdwWeOq9ta8eCDDybjz7MOyxjSVhxj5j15aG5wuIhuVc3tng2yQTQCQDcxkHG4u6k4F8q78ChviA2wJDcrJ63kIag0NCjPlYV4mAqJ9piJ58Ymi8pP4oZLOObtHqd8iGH2W11gQSTM67bINaXvKOIU6XGC8aK4gHfyR25QN3z92fYdpY3BEgqbog3WAUni8uGU6J5JHg8ZGls08DZbUxQAokjaZ6WK487eSJgKoLQ4Wne5ulaT0dpvcrMuuuiiVKgio7eYyTqsfxg/DHzjmE4lchr51K06QtDq6A8Ueb+LyIbzmFO+8xmnD+cpfc1a4f5mUyW4VzC37rjjjuSQMfeGBTIpKMFkh/avqpP1QufKBtGIYIcddkiRnIMPPrjybyw0divn2TAIeQRtGsg7ZxLjbyrJ3W3S4EwxCA9AJ+DD28djJtUJeVQIERWRTOIbbrghTc66KJuj3G91agPldJtWOrcufbfyyisnfvg4gZJExsbu8oPoO9ez+zvjEwUFSyCiUe6HsmYtUCRBKeHZUkAlayv4Y21iFPGMy48CSmEVGam4j72WmkZHrdpvFD40OhvujlIkbJgIJbpbGjvHjHkgz8fLuMUesa4by63OYVEVxpJ+069eUZzKWOes9rc57hjFGESJRGAYR46hazGohuFMo6d4Zvc3zzzzJJkwrDXM82tfbea+GJPdRKpiG4DZMA1y2e0RgggPDqgFr5uiCkoV4pXaeM9gZJULUc6mct1MJ8SwkqoJPZuC2d9jtmWTPcd1112XdoRmcI76ZnvD7Le6wMLJoUBxa1JydF36Tu4iSMgfZVi0OaLkB1m4Z1Owppu+o7hRNihfNlXkxFEx7txzz02GvMiNcw2CKkPh9OyHHXZYcuQpZmOzR7Ky9fruO8r/jgra9Ztn5EhjhDZJftSd9masMWSmm2MMJ6wYDgHtjzUjt0s/eUXktlz4RD863jtHatnQZeyb61EhjnJvzJt35b53Pufwvf+77qAKNDHGOCQ8u/n1lKc8JRlFHCTDoMx5foYZSqE2jcp4VX6nrRl2nqGdA79q2e2cxTdCsGkeuhv6lk3wlF2dbmCrXsQ7YfLzxKl2w0tgX6JB45xzzhmaQsSQJCBMxtkaRAQeb7c2vemmmxL1g6AZVQyz3+oC/WsuNS0xui59J4l3EGVVhw0LN5oaWe2Zp1PUUFlE7e1c36pEV+07HmylslHXKAXyTSnfP/zhD5OSpngCedWpDHavER5cmzn6/3HHHZc2/rbucMLZ4DiMIRRkSg763qigXb+RH5R3e3Jplzo4KZoMeg/FmLNXVKYTOCQoyWVjh4Hid/qDcUQfiDLZ6G1hnFPAwd8M2naRXkZZ1ft1H+QDw2oQ60hEYFzXM//1r39N8kY7MCI7gZw2Nz13P/Ua+lM3YOjIP1J1mSx55zvf2fU1m7V6Z0wJSah2DfYidHndtttuu1QKtRNWWmml9Bp3UBQIv16VtKXoWNgJVTlFBONyyy1XG4pSRm/BkNbPkfeQ0R14KdFSInowSqCQyS+0gTZP8xZbbDGHwhNRInuD2KBThTlKCXobhcXO9eQT+nJVUAwo1Up2MygwAML4osjIDTJeySTlgx2LsuW6DPtyVKlf8EybbbZZcuApaMMwir4XYffsoli86tpPO1njRhVo2yLNoqUMpmwUzQ6oXyJu7WhzxhImDVaMyBAjlGP42muvTfqQfBrj0u/LsNmx6K7xaKwyCERYewFzwLhfffXVpzRIegUOGcVPPLe9iOadd97imGOOSe3BqGhnQInootuSJ3IeRXXrAI58tGsyzT1i52SDaMwh90elGgmouOFob0svvXTRFLDqhwXeUdSNXlMzCE2eCx6Yq6++ekaTtO4YZr/VBZROeRe92ABzHPuOomtxpiSHQt50hMeZYstg9jI+ykYGx5W/LeboNQwVRiFPtO9gjz326Nh3cY3YvHWZZZZJig3jirLGIGKEMXzKQIsWMTrllFNShTPOIIaXcaz9eaqPOOKIpJzFfkP9gvunWJWVq0MPPTTR+W699dbULj/72c+Skhq5ek1GpzlHCbZeU1ApnZLzR805MGhwArQ6ORlI9smiH9kbS6TU/FHYQrl4+VyiqJ2MCIY7ShfHRS8NF3PXa1DQLuZ34M4770wGIB2otc20Tzgu1l133TQ/6UvD3hON/DvttNMSE4d8tZWMdYRBxLnQbVGY0chSzJhcWHghlSm0Yat9JdDgmoJhcqctQjjtvCC9hgVcPyhjjp6i1G0dKsv0Cpnz/vCeFV/60pdmVLZ9mKhL35kPIhKDom31GwoH8EDzRFuUGR2MIeOE4hUJwBSQiCqKkPG8nnzyyWksMWg65R9SBJRvtgcaUNAkbceeP5SVoJ51gvNT8AJoae973/smFUnbOQyioA6ZWy5FrfiCe9de/g8UN8YaA6npmGrOidYttdRSyRiMvs2YPdDZ7GtljDP49QGnAR2Jw0Kbo5YqG4/O2mmcyrlmDMi563UUxz2SDahrw8D8/40Ytc4xa9o666xTvOxlL0tOGrKBPOPEGSbIwA033DC9rB2id6jFimMpcNVNgbFANohGDIoCGLxCn2ussUaj9sX53ve+N7Rr8xoxKPu1uSq6iwX+ggsuSPx9nhYeWYqP9yZjmP1WF+hbeRhNqzJXl76zoNm/o92Ghk0D+oZoDWPIom1z66isRsYo4BLVxJS3ZgQFKP0UMgoab3U5asLYkX/E+HEeikoYkAwXBT0iIbsK1U30gQOtnYLO8+vakpp5hylCPLDdoOxckhtz4YUXpv9bkw455JAU9QGRH4pYlCoWQaHQrLrqqsUZZ5yRPve8GBDd5hU0cc5pexE9ewOOWyn6XgDly75XYVyiwNGFtLsxzwBifNiMXqlza7KxNl0+HwUbA0f0oR+OZtEN0Sq0uWFg3nnnTQajiAtab+RWHXnkkck4V+RA6Xzy7fOf/3yx8847D1VeH3vssclxIGLnHkOOkoFkyEyq9mWDaMRA8TaQLV4G7SgsIIMAhUKovJ81+NE95HQRNjyxFjyKUS612nxQ8ih2TXJA1Ami2nj8/XJIDAqMAAoZOk0kx6OtoecA+qwcz7IRVIbvea0ZUmTR4YcfnqgskrwZELj9kagtosRr229QekTwyrvGTwdzgZISss19BhXSs1FUo4KU/IVtttlmUiFdYoklUptpPwYB5x5gPXD2MQx5gxlYo7rfG6NYlCyS3jOmB8OGwWJTYTl0H/3oR1PUQ0EEDJAFFlggKfFy5Tgpuk0nUHCAsm3s9ksGYo8MM8944403LvbZZ5/kJBGtKhsY9ghCn/W3SJkCXt7JJUaU6pndOk1mCs4z/UhGcASV4X70L0ZOt8hlt0cQu+++e1qUDWCevWHtOtwt5Nl0szFhL0FoCqGjt1Up9dgLWMx5m9785jc3uqzsMPutLjB+RAUssoMqmzpqfWcRI6uaXFFM5Jent1PeTxWZgPuOjsM4lCRsYbeBK6VO5CRobYPsu8hVcj8cOQwYnzFKRLkom4wmxptITkT8eJS7KQ7AoJToLjrFKDj11FPTM0pkZxwqUEFp1A4MLNVUfdckVO03BiiaF8PX5t9NkiuDBCWc0SwCpCKccUcO21QeJbUX7caxzGlKRvVLPokMYRko7DDsPdkWWGCBZJAfddRRaZ5HJWL56baXoFvKh9a+5iRjiNNDZFNFS8VS5NQy8oA8INfopQwW5b5VqyMzGJqMQHqXthXZmwocIui85CN5a36UIdeJccwpEzm9Vctu5wjRCIJwsHDp+KYYQ8AgGRZMVsbJIPm7hMQtt9ySBGCTMcx+qwsIaQvxoDxko9h3aCiUxSbThGZbVIO8Fj1iRFAQcOJFiignjARKSERqBtl3sY7wuEdeE4XEK8a8ojGiW7HBIoOl20pplBZOqchdEikytyg0jC0FFiS88wzzWjPGmhYlqtpvImaqzVEiUS5FCVG9mva8/QJlWrRVxMb4oFgbm5RzxrNIYy+MIeu0c5JL/cyp8zyU+Zlu1NxLfOQjHylOOumk1K7mvgIf2hkDafvtt080RJX2GEScEtIA6J1odwwjRSv233//9B35xTEiiiT3SuVIFFmRbiwmBhS9S/oA5890LIFdd901GVVnnnnmI4whRpDolnaciSzOZbdH0FNtUEqYRTHAwTaRY58JC9ogEmVnAl6IYSGiQoPcL4jyR4gTFk3GMPutLrBozHSDzWGiTn2n8hnKi4Ws3yWf+wVKWD+8uxQ7XlH5R2Q6j6p8IwYDWhqv6iAqkolcRTI5WVmuUkVhardfUjcwh6xbAZ7+oDbZUFY7MAj23nvv9JlKeO9///tTu1OwtI+KhXV2BHYz5yiTqF+MYNGyqFjqM5QheR2UwnGJHolMoMPJ/eHEJCusn3JvRGX7UVWXcaUICr2pnykIxrXIYR0KLi2yyCLJ8EHv//SnPz05p+1tKWeH/JF/KCrHISIVQNSWAQSiRpdcckly+JIT5qSok4gyR4lxba6bs3KzIkIk92sqOaYkvd/ttttuiWrbCrlOZALapPsnn7qRx81bcTKmBOMHBYuVzZNmkuGFojjwqFHAeRmVXDVQCdq67I0zKKpaJ2VMqXITf1DKmHCyfhl26com91tdoJgCfnXTNuCtU99Z6IIapUpaE8tv8+IrkkJZ6Ac4tSzwPLfaiyKIDcAgQjdBJ6OgvPGNb0wG0yDR73WkrPRz7DF+Qnaj4Kjqp30YjsD7HAUarHuOjz2XeJJ5pRlS1kgVxshhnvC6zbk4Xl6aZ/Di+ETNjD2m3DtlnRwyhxjJ2qLVg95U2J9LBIGSzWBgCFo/GedoXf0qZiMyR7EWLTGn+hm9YTSIuNShzz74wQ8mo0IUhtEjv9ocM+84PVDjRHMYIKhx9roM2WS+MaIYrvqF/mkMy/8LoB6imKOEojnSg84///yOzy7qzNCxxxAjR/Spk8Ekj9c10UzNA21aNaqac4hGEAYa+okqRYQHQWJgGuQ42igIBChvisXTcf6ua+RoUODNUA1Jnf1+L4wmLcWP10S/ZDQbaC089+gAg9hUb1Rh4ZIvwxNu4W0aKKkMFB7TQYDzBpWMMWLcKdmtCpT8CYo/JYO3F1WljhFMDjlGHUOlm3woDr8TTzwxKagUqlCSjRlKlfaQ9C3iKILA4KGEbb755sk7TdE1Z1Ufcw8SybWZ460DHIsiT0Cx4+wQjWBY1cWJYK4wjCNy4uW+7WWjbbSpSBl6EwdfU/c0Em1Qml7fGNsUXREbhkqnEtm9gvGCCnrVVVf1PepoHDJ0jbM69NWDDz6YqkFqc+MncoXQ5owtRs8mm2yS9CV0OMYqOijDkbzRbqhxjHb65Re/+MVJeiNHhfnFCKT/mMPT0eScm/F/0EEHzdE+xoK5zrji4HCcyJb5oDQ4R4oxw1iaLocoG0QjChayQSO0boJR8L2rziP0boDjefKyWDgZTSIkw0zul6xngZoOhEZwWy18jDrChJGBY26R9OwWDBONEegZPb+F1ESPPU+UlNUWjuUBsVDyZHS7oVe3cL/2MzCBm5YUPNN+G2UYj5LNORmMwaagjn1HRpmfokRNAYVcDhnFmeJNURhW30WOEe8o45Lss6u8/B4UFblIePb2G/FubZgNza1b8PYyRswT/bzffvulsscignIDvNxjROkpOPIVMB8oYhQdSo7zMGSsZ34vMsTwEaVTntznFGaGoDYxR60XZH2cO5RcJcwZOtpBPoR7iH1W7E8nhwtFi7FrbbWucCxqT4p6N8ryIOacdU5beGYKo6glg4/R2CTstddeKZqnSiMHouiAzVQVFhmEroKGFwZzv/uOY0NEhrFQpqLWCQ899FCaV/QkkVlOQBTQsg4lomTs0aHMadEjRpT+UpXO2DTX6KYcONPB/LcWkGG77LLL5OfmuMid+Uq2OScZoKhY0G6jGAwdkKybziDKlLkRhQGJz2kgliHU2bprOYHJi8bC5+EeFsphTYuNRdOC4954aEwoE84CzhNrEvIweFYRMO+8FagTEvv8noLquSJZl7eDgLNoxrHOj25gEjkPL6Dr95P+ZJJKAI1NGZuMnOT78HiNHc/NOfzmSy+9NAliBi8DHZ3JmEIxoIzaXds4RTPwHUWPh5vSJtHUb8xV45pCQyngYVNZB22GJ46QVwyEIkdJMF8U6RB5tDjw6PnMPKEMuSf9hQLhepQ8iwllU2SZh5mRbo6ZNxZAHmdzCT1CFIKySkG1gEtqpxAyYjgkeAYZB+6Rwutv7cJYUH3MAqmcqzlGPvmNuWx+uieLmzZs0rzgOWUEUe6V9W0tAzvoeReRIO1P6XAcmadvtS157xh9Rg7ZyFBUxHfveMc7ehZJImuDdaDPjUk0G7kvyoejyZDp8gHiWYwdClbZQDPmjMdwUlGizCnjm+HpOUWXKESUfkYAxZVH2NzyvPpGorg1g2fbdRUsMA4pcOaSa2oH1zNODzjggDRmeZd5ubWh481NxpK1SEU8BR7Ma15qY3g6b/cg5KV1LCin5q52tcntTJPNhwFKt3Vfe1m75U4Nep83tMsy1auffWdsonHWocz6//t//y85bOmDZeoyeRFOALKaI8KcMOZ9h1JX1iGdxxwi461t5Lo1x/zlkCb/p4uGWc9saC/qA+ayXKYwbLSXPrI+GS/kiQ12ybJwVHCiV0E2iEYQJi3hXJXHTkBGODos6kGD4ui6YbyYNCZTLKo8dlED3wQLr5xFkLC0WFHeLFwWSYt6fM+TYbGzaJlMjnO8c0XekOfWDjyQomUmIWWPsdSP9nAPntnmYoRKk2lWOLrjDgoWpYpCFXuvBNefQmbsGcsh/PW9BT72vaJc+ZviYtF3bIxLAj+oQeA7xoz54TN/G6PGFGWQYhu0Hoa+v90HpdF1nNM8cKzfOBd4d6zrmR/uPyKvruX7mAuOc08WcOdzrHMyDD2DY2PTPsd5ttio09yO6mSOd/+RSKzt3Fd5U8+6wnMwCinmHC/kEKVmUMUgqs47febFwxrQZzamNDaNN+3OMGA0e47pEPttGc/6mZFAVpLRQF4zFigxxqjxGPQu8jiYC+X7AwaT6/vbuGHsy41ihFPszQm/jXwl966wBPjOuoCuSElj5OsXhqBxz0jiUGDwM86MPw4Dc9Z64RocEzz0ohCcEZ7JM5oH5s+GG244qZRbK7ShdcR4N6ZDYZ5qHR20vOQ0kTesbUWxPYd2YsRjiGiTQeROdQMGtOiQPj/llFPm2KB4UDC3RRvKjtF+9h1jQuEQhsiw8YMf/CC9cwbYT4yMNkfQ3DjIzGXj/eijj07OZcaJsuEcgearueN489Qx1gvjzZz3Ig846crGkDVKFNBao91jjpM1xmiU5zYXnc9n5rXzuD6HoXcOyXK+IccIg6wKMmVuBGHAULCFF9WDrwreY4sKr24VxE7ABiwlwG+rGA8WIseZSCYWT4NrGrgmFM8Brqhj8MEHSecAyhuvNq+8RFb8116H50UICH2TmLejDpzh2SiG/aYYZox+31EiKdYWY1GWOjsJGHCoI+6ZU2UYTqRe9p3noACS6bEPCsOgE1DHOK8YJwwc+QGoTZQUhghDV2STd7lTxMl1KEateSCMs6DcyEFgdBsPIjuUIpHQThFE90/hYqS2KkEMIusJ5d//GYgiVaI94TTz+/J6QyFH2WE4UYbl40wHxqD26UR7Gtac08f6jMODo4Rya+3VV9pimJX5QsmleLtHhnoY65L7Bw33oppaK32tn31H35CzY+yK5A0Td9xxR3IGGDOcHMYHPY9DoGw8czYweKKvbrzxxmS8Mo7MNXqTtjSPzB9OBI76cJzEfCdLRWQdYzyKHsd+Txw1dFOODOwKUDBMpJg8cH33YZxwgMhnolf5TrSIQS1PyR5KmTI3hrAAoQcYiN2AJ4+gjNLdrUp6eIsl6lp0eNYMWqH4yFEy0BlHJoOXSR7Jggwd9Bzn4E1Ho3FNXiq0B1672HRwmOBB4wUhmHgoTSILci+TkrUTY8vzl9sZbQmlhIHYaTf7ukGfop+MM4wRC7lxXTdvaxP6zsLL44hGyHtd9wIv5iy5pb+HpUj2su88g3ZH/7NuoCtRXjrRho1xbYDHz5jg1GGAYCY4F6NoqkgTp5j8JojS0WWHFAVIdImnWYllipXcDWsPJb6TQcSYYbzEtaOKJ6PV7yPiKifIffueYiVSS1Hze+sVWS/yxdBDESKPtU8VcPK5ZkSLWsfHsOac+2AE8cDrZwqvNVd/M+AYs70Ao1J0TztoT5GPqSqpUqIVgaAfUFopzxyjohMiBYOEexfZpFxrmzJdrt99Z9wbY1FaXlECOhVGzKDw97//PekgnLUYMmhu5rWIvdy51rVNGzHiAuYOxwU5LjJJDpjbPveZ8aBQBT2P/GS8cJq4JscEA4bxwplvXDI+zWcygF4UkSftY4y4t4ggMpJQ5eiVqtAxknynCAP9zdiaDpkyN6IQgei2fCPrHA+Tl0a0xqLCkDHY5ASwuIXdGS8WEJPDNVC+GEEWT4IWB5y30SAkQAxc3xvcFAi/ZXQIdZbpJXXbO0L41WTlsSYQelkOk6ElQsbDiubHS8LDwrtIWXC9phhEGQ8vJASxBaJJBlFdcO6556aFH9217jkOlCZKHCV9qgTdJoKRgAZGOWtnDJFLlFvKDAWEDAtE/luVcunOwRihiEcRiABFnQETZcM598C8cn8U56lQNpasLyg/9jphEEnwpuiVc2ujmhyITDG6bPjJKGQMkcPksvWqCpQd9jJOeL0Zi9bNukAfRVQu1mzOTetvt7l7UemOVx8dTzRPP9EVgtorV5ceEDmEEYHT7+a96EMwWeR90EMovwoaDFIn4JBB03Pv+tz/yfNBQU5l7CmmWIA28/wKOhj3/YT+P/HEExOF35hgnOgHFD6GEAOxyvYgjBXFurxaYa6L4HiW2OBVDq1catG4kBsKNTCEOS5Ul6MvMoQYyraLMX5FoLSTCsl0U04STmYGmOvoP5E9ctp5g647HTJlbkRB+DBERG+6FQoEllKjQQ2xAKE3oLBYrCyGU4EHilDh6eBFrCrURKfqVgXHgsgg4j3spXDmAdWmFl5tHYm9olLa34TnISrz5euKOvZbRrP67oILLkhOHMpR3Q1KSqDIASqV/BUK7yj1neez54f1ozV3g7Lie4pIv56JIu3aU8lbyrQxQ3mjLLknr3ZRfIqVKBDDiLPOqxMdk0JKGae4MfbIf2sghX8m2yOcc845jyi0UJc5F9BuPO1oUpLdvWtXRpwkdc5L45xiqt2t79Z1iqj/mwcUYEU6UMy0LR1B/9EDrGcMH20bFCcGt/bk/ECTxZYAyiyjzJxqt/FmP4FGqciSyBTDuR0G0XdoeZxrIi/GjfFDD+g1RFA8s81So0DVfPPNl6JD+p8+4rNeFtrS/87NweD6xlunlAjz1vgynkQcGWmcGfQmczT6SJTa/GQQ0VXdtzFUTnNgENFH+0qZ4/3YaaedUmibJQkRTSgD71CN8ICkdd4lE0YCWVQ900CsPhEIEYayEDE5lN4TEsuYGoQWyslMvFKRMMrDVUZVugBQ4GeixOv/Oi0UPBK8hMK7vfZUEbo8QhZwCxB+rIkcETMcWPPIZI+NBuuKuvVbRvP6Djec4kVuoU/ILRm0QlQVZIG1KApBtOadNL3vVHSiOIgGoavY0y4MDYqqCHZZeZNvKcrSi2ISFHBeXRGMqSqKuR8MhnIxDlQdhhoFqlzUgCK09dZbJ6oO55bv0bbpHehPKtMFbRkLgMcaeK+9VBqLbRy6XQco/fIrIveEoosKVIc5F/BMFFNrUGxYSwE1Fz03A5KzQl6ZnC5QkdXvGD50Be3WrrpiRBWcnxLLQIyiMxERcC2fayvHi46IDg0SxpzCMCIX9NVhykvjxIueTJFH7+wWDAm0M/dKRy/DvGZsoYRyuqI0kr/vfe97U4SegcsIMsdQYDlr0d/MmcgHog/GhsDukbyg89FbvDrRZaPYj99Pp1Oat1EcAd3O+sAuYHxzzNsz0pw0dnqVzjBjCcaSx8lrx29k7e+9996Tf5cpECw54XCWuIcxiVR0KQs/NC0dJmSZMTOwlKPoQVPAI1eVltBvGJsEAaO8mw0Du0EoEOEdK4MAYiARjMOq/NfEfhsWLPIoB3INKBZNQV36jkGB7hBJ/RZd6waFtK6gIKB68FpSJkal77S5Uty8x5RYig/DA4WGd9WLUkU50l++o4AFxa1bMBhCR6BcuU6V8sqUogCvM8dRyGr5Se6N0RPGKnnLuCtT/9C55IxwfHWCQgrux/miemlV+A2Dyu8ZXqrYUUTD6KoTrHUMgjKdkNGCNYLFYC2iq4kUMYSqOj3pfOhfom70PmwL+iEjJBRZBpVxYAxpo37BvdBdKeMqlIVSbWyIKOy7775TOjcGKS85H+xLxIjuximK9mkOibZ7XjDmGLNojaKlPkeNdf4oEvHDH/4w6fP6WkSPgcrQEQ2PnGrOksjhMYc4bY0DYwZtze/1H0OqV5F+17KuMrKkZ0jncA0GX9nO6AVmZFYRfiY3Sz7KxpZBuLFM41UOUekIA473z0JiIEanBfBJbYbWbVGAjP9NWgO9dQ+iuqNOldYszASL0Oug9z4IEEA8IuGVqyvq1G/DAplmQa3LLvZN7TvtyGEmAsPTWGcw3ICiN0p9R+FhYFDIKMC8tJQi0epQUBhLXiIHvMszNYacix5BzoE8n5lQ0yjzsY8ciAIx7DoptxyGnknOhIRtBngnOKdnpyxHuXHPHkUhpoLrS8wPg5neVC4J3AR4froE5g5nj3nZDQOEAYm1oqJf7EumHRlVKFRyZOTUylMR5Ssbur2EyKaclG984xupAI6xjQInCqpvRUqmi/QOUl4y2N0jI9/9im625tu1A4PGnBRhogvKATIfOF7NN3+bbzZJLVfMW3zxxZOhLsrKccARIodKtJYRSC6gzCq+IYqkr+J71zQmtN8OO+zQU9qz8cMoFIWWAqJQl3uUdsBY7yVmlENkgvNgqxmOIse4KVPmJGg5LWNIuE/liHKUSOTHAPSg3iVXlSlz8idEjnjI8U2rUuaq8gRHHZJCWdI8IHWv1lRHMPi1IaqcRWCYQCEhsC0krTTGjIxRhQUbz7zqFgDDAAVrkPsODRqYGjzADAsefGt+eaNDSq33KgnfclQiChhVzihSFDwKKnr3dLmp/YD7oNTJR6JfdAJvOP2EkipPhgLIkdttNNjvGGC88+MCjgPGtbaix6kspq9FHeTQDqq8vspjqHgMBQaeXBk6I+Wags8IqBMTw72JLqIxMkRQ+TAROCGMwaOOOioZdAwDNGOGqsiM+aRdGTSKWjgmNkxl9HSil91zzz3FMccck8a569GhFTShy4uEM87QJ+lFDFk0SK9eFpsKkC0YOiJVnons4fAgjxTeIHsVcSkXRJkKfcsh4hlhsAg7toMyzASkQY73x1oUZuMdCBiUBIKOabers0EpP4kxJXGq7p7CuoHQ1b514ilXgfA1Q27YEPq1UNehmAHPTCQWEgJVKr3MFgQjqodrWvQZ1oQeQYJfTjnwHS8y3rXwtfA8b42EaN5iL0KIAGeUu2/fxXmF8P1t/hN2nhGX3JgVZSHEHeNYv3EspwpvGYpO8PAd6//uM3IH3G8ci4bheSzAPnMNwtyx5IxjPQePsc9d1/9Fe9x7tD1lzrGUX9eNYxnMxoljtQXlcRB9NGpzrhXWjCg/X1fgrvOWTrVfT5P7jlJiDedlxtowl1DL0GJQoCgYUxkRZZABzgUiBAwkUQFyQy5lP0BuoAeJOFCm2oGugo3SuhdSKzBhREocSy+h2JPHDMJ2OkwnkB1kCDk606ha3SHaJqJmDeU0V5BBG+lzY0fBDvLVmqJoBfmtH6wXxhqZGxQ6spgcJ39R7LwHZYv8Rg2zfjAI9HfsQ+W3aHHamJzG9tBXxnFE6xhFZIxrcb7XTV5ab80vNEOGijx86531RmRTWwg+MBgYc9Yiz8qI8ruqeTXOIf3lpJNOmtyUWLVhss1Yta4rgqFPnZeziuzrNYwXxrMNXDGcVJRjgJm7nBb6C0Wul9ufzMogcnMKKKgK0mnRL5fb4/UhCO2SrBHLhs10YWPeA+E70SUc34zqMPktZnXydlRB0BGGCcq2xV6ksy70JwoDzwglsV05y17CIk/wErboBULVnBm45DxMvFHuw6JAiRA2BwuUxYwwjo3cGEqUoKgYZE8ARo78BMYDL5SQ/frrr5+ejzBUUYcg5kV0L5KhKQ8WBUYNzxdhLXJGrljInMciarEjvB1LgZFELWlUf/Im6VP8Ywad86A/uCcLjBLAHD3umRFqUSD0Ldai1RZWyhW5x8ljcUBl5PXkpXJNY4f3ihe8KajDnGsH3k19WmcYn8bhsAyifvWduWzeMyQUP6IMgbllPlAg0Xm7cRiVqfXmIscBxx3HArlB4enlesVBglpDYZ7OQdGpolgrKPFoRxHJIi+8eO7JSPJounxT32s3cpPMadoa3QlBXRJ9YfCSrahw1gkOpyheQV5qb3OH01vahPXBu4iN81g/KMSiE9YL/WcsUtxFLxhO2i2KsKBYMgpEThhc8VtRH9/7HacY48q6FGDgWlti36k6yktGTjCorLvyZqxfxpt5idIvSOE48wjjquqzaB99YG3j7Nt1113nKHdfbqcohmFdrGo8VgF5ot/1n/8bH4xOa27o/4N0THdFmVOeT4JhmWfJIjc4dULkB5VBSfBAFClGzlQIyhxBRoHCmSR4KUqSH6tS5ggbXgJl+ig4wmQmA0VLaUhgbZoIogFgUqIm6XQeB0Lb84JJZoKb6EABck8mGSveINGJQEn0vBQx8MwEPwWQQJXkSWkEk9ykpuCF4msh4jWJWvCOdZ+MSWFPSXFAuXMcWgkrnrKK5kWgmCCOjz0FDCyDzbmBcMKf5kWhkFJ2I6lUe2svwgVCCeZd4d3Sbvis4PwEW3DLjY3YxMtzOZfBDgQe6FvgZePVMaktlp6Hcur/DGlCMKKQQrQWHt4PniYeHqFUcO/63LlAX7h3VX2MAf1KCQaLsHGgn4HyylBHmzDpJXsaO8YwrxavVex2bjzoQ8cb62rcE0rGPL6sc6NCAIHhuQgwcKxxZy7oQ8mBvKORf0DxI7TBAqIvjGULLwGBq25uEHralKcsKl0ZDzxyUR1Jv4L54z61Gxh35pNxoL0s3hG1dT/ayvfEgXEZu9brB+3AsDEmo0KTvtBOxpk5FBvM8sr527HGi/NpN2PUQifSY9y5N33n2Njk0jPptzjW/Aql2JhwD35nbMX+GY4lM7S3NnM9zxPj11w278wT1/EsEeVyPf2sn/xOuxh/KAqO1a/OqX3jWN9pF3PcWPJbx5pHxoL2jQ0Q6ywjtIPj/e2ZmyIjUJtiPAxLRjgvRS0489piGDLCPTHGQkYASkxEdmAmMsKY8eJQ0K+xfqLsouNoM+ObHKJIaQftH15j92TeobyAKJ+x7p6MZ2PWGmWtDWOL4RLVzsg6yp155VnNG89knjOcKE/A8aC/zUm/lX9kzWZkeVb3Z9yYUzzo2oASCJRoY1S7un/zjxGuP+kJxn1sPdGqR5BNxqzzkochO8ln522nR7i2sW4ecv6QIeaN8ez35F9dZYQ+76RHRLl888E4Je+cz3g3trSDfnQd8yLWAnLC/+OeKOHGt3Z3XX0K2ld/cGqRL+7def0WONDMIffPgalvRH20Lxlh3pMR+o5McP8hI/SNdtH+5lsVGUFuec6qMsL9aIte6BHWyoiAWb89X7d6BGgnc9NarG/IR/PvH//4R8/0iOibdjLC/NTvnEn619xw3+aH+arNtCEZYV12b8aLMQAzkRHuQ8RpOspcVwaRAanTy2CoEIC8pu1K7ZmkGtgNTbfjbqtBBCaoTjXRcg5RtT4SYuQB73c0odcY9v4MhI+JZUINo2rUdNFZijzlkhA0T8yNXhR80O5eFB7iwHUIsKrnHna/Zcwcde07iiAHlDKwdYW1kAd6WEVX+rkPEeXbes7QIBMpopQqu75Tbqt6ia1HzkcJKXviKVTyEig/1vVuaGdVQUGqkgTPUCP7KK2dqHVlUF61CUWdA4hSHZuOAkUYyrllHG2Rc0a5pnhTPiny2rLO1RQ7gbG83XbbJaNBor4Ifa9ylkUuKMdTlcCuCoYNAyWi+eX5e+qppyYZUzVXeJjykhEu6sbAEwVj1DK65UZVAXm66aabJueUSJn5zUhotwFzL8FAZjwyUujxDHhVpDkY3QeDhtHTT/Qlh4jQajV6ggvqc1YvehtL0GcEjfAoq3g6Y6gTVMLgLRnVxNVeg9Ad1kaBs4UJw+s0DFi0hfvD+1I38F568bjxuPLS9aKselT/cS4eF8qOZM2grtW93+oCNGJeNI6hJqGufRcRvzqDY4JXlbzloBiFvouICadQFBygsJCPPOQ80VG6ugoobTzcFOYyBZkRKd+4n4oQY4g3XtRnKiWWfkFJ4rytYhBRING/gNzUNtosDD5jlyecQzLoeqJXjB+RF4YXpdBazaHcNHhOhbEih4dRITLZS3DoiiT0Aoxu7d+ai26t1++tVY7rIC8Z88YJQ0JkRCSF8UPOoM1pH3p1RFingjHKmBKUEEnk7HU+9LiZ4pZbbkkGTTg4bDkhEsTgdE+CG6j35h8jTJTUM4leGjO+r1KMZdDoqZVByAn3qTgn9E+BE/rCTZwpeE7wCTV4xvRgiPLiKWGZUQ0WKfQJgoKBX7dSxK3962VeCDnzenXyrkbiv4WLQkAwiv5YBPwmdmUn4HlueOSC4lqHghJNgsW1XEkzY3ZAn6t7hUylbXnJKQWUXfNR/hkFrIkQzZG8zQAiNzwPxYssoPRTyCiV3eS9oKy0y8eMwiv9hgRttM2pDCIGk34Lil/VPN2gy5GfjCl5hJRVnmj0J20W+7VoO05hf6ODNW1LjPIYMR54/RnLHOD9KCKjDXt1Xnqpvmp1qnsOfWLN7xf0t7EhemgMTAWRG5Es0Vi0xaB5kYOcE9ZvBclQmH0Wm6B2gvVdBIYTg9Mz6OKMfnm83eIb3/hGMs60J51JxAmtzRygR3hHe3N+8tv44PQwzz1PE4qjzajsdl2Ry24/HJ408PHRq5YkrAtiN+9BQwjai/E+jNKvMwHPtMIDjBi8dbQASoeFxIKrHQl8Co4pztjj2RPJIFglalIWLNYiQYQYGotqMwQZ3nnVhWJY/ZYxe9S178jyyBloAijTOP6Uaw48CkM/Fa1+9B1POf4/ChdvLnkxm8IyjCoOlmEqQp6J/JtOuRbxUP2Md3u6pHTjUpUv7RQbrIqsYcjI6yj/nqOJp9xWJeQqjz9jyt9NK6hgLdE+DGYKfj/vXzRSjouiOrOFKKWXeVku8W18y5WRnlE1wtvNnEOdxHASLbRGM2YYFCLL4dAE92XMYFa5DwwVlDI0SzmX7eSI+zA3O5W8ZqwwTvxWxWHjUBEPhvpMHL6nnnpq6guRXvflPBhg0mXkQdE76Q5enAuuIYJUF/St7HZGvWEgssoJk6bBAjpo5cxCxsvLi9kUYwh4Y0KIE6wUMkaNxTqSMtEE8LoJA0KAh4wAJagpbqg+EhrDo41HLWGRMLXwVVXohtFvdYNonLE07H2rukVd+86YRkGciSdzGEAjo4AwJCgHOP4Sr0UP+hUJ6XXfoYJFhcRyXoFCBBwnnq9bWg3PMcrMsFA1P4LDiMzjaOoUHSc3vUTX0Y3K8tFv2u0TJypADkc/cUahLTXFGIoCHZxnaFcU+15XBGyHiGYEhXOmMpnREBuHtkYJo+iD6/R6zqFDMo69tJl1mXEuosZZohy5KIrxYM1lbDDcOTnJC5HGqZwRU90Do1sREIYWA4URwNifDfPl8MMPnyz8gU2DseV5Dj744OT04GhlGLlmk9NbmnvnGW2hkogJ1+8ktX5AZKPbje56sWDy1mmzbveUGDbkEhGouMYW46gqKJ/Pwm7BZviUS9xLAg5Q3ssKvEUOlUOovsqO2MPst7rBImHR5QVsEuradxbVpiiNAfeLTsIQ4u2lbHFEiBxwOvT6eQbVd3IDGAvdGkSqb/U6t6QbqPLIOFWhbTrnDlqR11QQTaDoyh+qqqRTQuULBTitoqJhXREbulsPlT2OUtNKWfu7n/vAlB0M3eSqtQJFi0EuKsIJ2Kk4C2dhNwZR1TmHbSESKILCGBH1EanR9/LqOSPpHowK64acGnk2sy2uweCyjQWnuDl75JFHJqfobPC3v/0tjXdOY88TVUCjnUG576bJ63bIBtGIQaQA37RKcmjdMIwJRfHSZgQTofTRj340hYObMLkZO168Nq3PNFVYeLpzMqa7ofs0oa36DcZoEzdarGvfoSJVLepRN3CqhHNCpF60iDHROk+b0ncMm25hA2TOlmHOCf0QZberQFEZSeBBg2sFZ1HrtiJNmnOcZMEu4EjTR7z+IoCUc0Y7toQKj4w4hiQD0HOjrhq/gzCGwpgVMWF8zKS9RIUYo9PdL+O2H2vd0UcfnaLDDDJ0M/lBIoMijChnHI6MIrSy008/vWdRFQabqDqjRX/O1hh66KGHknElYs+Z2ilqVdd1pFtkg2jEUKZANQ2oBYOGiSzUywsiMZpXBz0kyr6PGwhsESJjiKe7rv1WNzCivZqGuvYdxZRjh1eyyeBpR5tBtaEE8b7LY+iFYjmIviML3TMFsyrkN9jEmHNpGJWk5IuQXbzZ5ejMdJC3gW4c+74EKObWiV5VEhzUnCPL0Z8p3aqjob4ZgwxFlCt9K+ojx4VBpPy5iJpjtAG6GsrVMAw3EXdzJxwLVcEQkAe39tprV9owWX8zEOXq9KrvGCWiPUqGi5BqR0YXJgdjSO6ZYgTydHudX8d4sc+V/Tpjn6SZ4uKLL075TsaRogxNrV7cDQZj7mcMDCZYUw2i2Ah30LDY8WSiu1DEVEccV/CAUuC68ZoNq9/qBItgbFDXJNS17+Se8BKPAiiaCrZQNhkKKDSU0Sb0nWIzFKxuKLSiCRLvB+0gcI+MF1E5jsGAz8p/G1eMvFZQVG1n0FrKmHefYRD7CzWh39CwRCasZ0HfEg0R5RHxM78Y6TbvFEWTO0b2KwChQi2Ggd9yjg0aDBTGhApp3QL9zfNWzR0Txeymmt1UfceQM68Z1tqbsQkijhys5j2Din5h/6Z+FBvB7mCAcbp0S3EtgyHEYDNv5ACOgzEEOUI0YrCXThP3NoBe7TswU1jw0OaaSH3qFYTIUSZ4Q6uWPR52v9UBqvxRnCi/g6KV9AJ17TtKdVmJbTKMBw4GdBPjg8JGxshJiV3i69p38hQZCt2MaYqhvMVB0WjQuuROiAott9xyKYk9iud6V5yDt9seYZRf1QDlx5QrjkFsNotCraR6QP6EfuoVrWk2/UY+M1y8M1bIaC/rlmdUptkzosFpDwn7nkcERC4NhV2+LKCkosXpW4aEfW3MOREWUSWbxw6rCDGjaCZFADyv56g6Xj1fUAm76TvtuMEGGyRmCdoh41Ihg6jOyrCMIk36a5CReLLTHlj6UcW3bnWgvffeO40ZxjOjus7bkEwHY90mv+ihVZANohEDL+RM80eGjWFHZiwkhFwveOJNBeEnIRzfuSn9VgdQoJZffvnGcanr2neKhLSr2tVkUNLimShilFCVu2ZaWrjffUdRJBO7LR/O0CNDUZEHAfcoaT0iOOagF0+5IkPmpihIKHYqYbXb1FpEi5HUahBhXPSSdVG13xhtnCyqkTGm5fdY3ym7xhIKlugDg4jRxrCOSJ6qebF/lEiPaneey7VFswEdNQwHxiKqo7LQQY/UrpR8tMPZlF/vFqiyFHHbhnRTNMQ+OY7vRv9ByavieDFe0A61pb2C0A8Vm2Aog3Mcd9xxacxxIgxTdrm+KnXWcIVCqq5JDz30UMo/4hB1jp133rnRFeNAtFdfmUtV0BxXZkYl74ViClXDxXVDFc5vv6DazOc///nkvR1nEPL421V2wK5Dv9UFFh3KRdMMorr2HVrTSSedVIwqjBOebPTUdsp5HfrulFNOSbKgW1DGvQYJuUqtFCRjKPZSYtCEo8s8ZRzxoDNIy30iktJKoRKBQsPrhjbYi35zXUaPKARQvqPgg3vdfPPNJwuPUH5Fe2Jz6KiC5zgGIENh2WWXTb9H32RAlmUVmhyaVBhDIkyUf+XFB2kMRYQjjLyqYAzLmcGQ6QYq0V1wwQXT5qRpZ9E3irU9q3wmz0ofod2hw9nEeNtttx26I0f0WXRQSWwbz4r2MXTbIYprRNnsww47LBmiu+++e+ONIeDgQHet6pzJBtEIgdAmbJsa4jQph2kIEMJVCwmMKigNvErdeNmG2W91gcX4oIMO6lmewaBQ177jmBgVylwn2M+FhzooTHXrO5SZThXXOoGCKBpRLvXfb4gCiZ6AiAiPcERA0Oc6Qc5oq/NQdTAJ6a3V5+y74tl6gan6jZKN/sf4YuSI3MT+OSJYEZGAbhRWxg/KHPkuWqZfGX6KCgRNvFzAwJj0m27ya3oFzyUK1o3B7zerrbZaitJ3AwUm6EudqIGKNBhfilAwGvWLSBxFG02asr3rrrvWbpsT5bYZwfLFPKNqd63OXoUdGEx0Hkbe85///GQ4NWXvt6ow7uU0VkE2iEYINs8SasajzegOFkcG0TAWgDqBwJeQa7O1jKKrBXkUPGp1gYV61OUYJYxnWSWwOsKeKN3mU6LLiTQMEvIdI5pw9913p8T3kF9T0Z8lurcrhS4/pGyMOz8qdb/WBtRJ0RhgoKEocqxEBAdtzfU33njjScdnbLlA5lDorV9BC5JHJaojWuTlfKqbgX1wGKscXhRlUSV7yLRC5FK+2zBg3y6V77A2qkCkT3+LhHRriDMGPGun6J+iE6JOik6IMjBIRZS0Y51zRZVKZ8TLB2JgG+ef+tSnEovI/mjmiRwxhrG9hBje+++//2Qe3bgir+AjAgPcRN1+++2HUuq0F5jNRmy9UE4sQr2iRTQVFlgLRDcRomH2W10gebXbBNY6oI59h4cvdwJtE6VDtSRVm3D4UZp4zindFnZlZkV3KShoURZ4OQi+lwfCuy63QFUxVbbM87POOit5fBlcPpeMjuLFA6+imt87r7ngWJQYCgVqCRn7rne9K13ryiuvTPkY9huhyPK4UshQk9ybqoMUKZ5uSht6DqWKkioPgYLt/563bn1HEXR/aH3dGrKDTsQvR030q+peVfOe5El5Rc6k6mvOhz4d0SXt0FqAYTZo7bevfOUrad0xPkUNveTzMJYps8Yoo0xlMmCkHnPMMZO/195eYbChdhmv5cISQa3TP7G5ahT7MNbjOEaYcYpKiP41DCcPY1Q/VFmHtJvooKig5+4WDEmGF0OhlaLnHsxvkRU0srrKy04QqQUyidEs8nnUUUelDWIZS57L+FIIIuNhZINoRMADhCvc5AgHQTgsY45SRYmZKX1lVEABpXx2s2P2MPutLmBM29yXZ7bOnsMm9B0FRZTSXAwlxX3ec889yRNMeeVRN18h9vcJ2Reld8PQcGyUWY4k8+gjXnXHhjea992xoUw6lmwA13ZslMx2P6pLRQ6QY+OaFKx2xwal0jUYUZT3bnIlBtV3aFUziRLz0g8T+rWbAghypPS9tRMko2vTcplhlDlGcjfVy7rpNwppq1HMSMP2YEAbI+XkeDlFjBjGgt/ZP4+8pvSaC1NFduQIte4pZUyed955yfCXg6w6GmeBcT0Mgwh1z0ukD4ULfW4qMCRnWkhK33N0tObxiZ7YR4thiVYY47qO8rIKGMGiRopyeGZjSvGkbh0eI4+JEcLf/vY3q1h6Hydcd911EzvvvPPEQgstNHHUUUdNNBVnn3320K79+9//fmLPPfec+OUvfzkxzvjHP/4xccIJJ0zcddddjei3uuDiiy9O4+e+++6baBLq2Hdf+MIXJg466KCJ//znPxOjjt/97ncTRx999MTpp5/e9fPWse9Chlx44YUTf/zjHyfqjj/84Q8Tf/7zn9P/r7zyyqQ/nHHGGXMcc/311098+tOf7tk1o99uvvnmiXvvvbfjcf/+978n7r///ombbrpp4mtf+9rk5wcccMDEFVdckf5PTpM7f/nLX9Lfl1xyycSJJ56Y/m88PfTQQ5Pj6q9//evk+ubzG2+8cbKPrrrqqokf/ehHE3XCWWedNfGpT32qr9f405/+lNrvzjvvnPzs0ksvnZhnnnkm3vSmN0389re/bcScy+iNbdAcV2ZGR+CAChmrCmQTrYzuIazM09RNuelRBA8oekiTI43DwKKLLpqSWFEwMmYHHmte6qZV7JsJ5DDw2PPyizDWAZLsZ1NtU1ShHB2rM8h70TARQXRzFcJEX/TFVVddlT6XayRa0GtYs6OKn0iPym6Bz3zmM2k/QUUeRBvL+TTuJcpRo3kqjxy5M+VKdIpA7LPPPinCBc5/xhlnpP+jo8pNQs0DEajWyNGwoR+22GKLaamd9J6Z0jTRyqz7+htFTjQYBc+msNonClpkjAfmYhUVIwJCg2AQUm7qXjzdQvfhqOO2EqJNRmw6NwxYIPBqCcK67s0yCKBqKHcsMbfqTtrD7LeM2aGOfXfNNdekAieoLPZgGQcZjspCue3GCOxX38nHch+z2Uwy8lGaAPvzcGRQhOUByhGTRyOZfpNNNul5xbzoN0YQxxMD0t4vrr/HHnukYxhj8pgYbGh8MwElH/VU/hHFn4HkmuH0Q6+rM70X9dUYmqr9jVVU1K222mpW15Ir6FqMx2OPPTYZjiq0NUFeZvTONqjvbMioBIIUF30UEuNmsudFr0DIMQDGXdhZIJUQ7WbviWH2W11AoZWIHF5+C6dXJDzH3+0KeHQ6Nv4uH+t9qmP9v5tjo++6Oa+//T++67VPTf6APWQYRuMASh2HTLcGRL/mnbwVhSFmA88iB0k+Yt0hF00umeIYkS8mWmLD3H6UD49+kzsWOTryO6JoQkRsrEXmvgIjMwG9YPHFF59Mrmd8lRkQdTaG4Mwzz0x5VFNBn83WGAK5QgooqMRmn6Z2xhDktW60kYsqjABdTgWUThO4SZhptaVeFhNoUhWZfoCiSxGVmFy1stIw+60uUDoZBUaEjUK53377pbb0f8qhCmTAA8zzjL7Cc6uSlQ30GFIqqCmFe/rpp6djUWHsWeK8UT1LaX3tLYKHVnbyySenYylTqp4xJNA80G1UouJlteu4ax1//PHpWDSUG264IXnGKUX27hAdpRiqiqa6k30sgIecoqBSm+pWKLkoKihRKldR3OzQToF0nV7sgcaTfeONN3a9p0hTQemVtE957Qb9mnfGBGXdfc0mqV5lPS9UtDpHi4x384jslzQfUYB+bXDert/Mm/Lc0V6xySp57B7HDdPtQyT6hXLai70DjXfOZQwRm5N2Ql7rRhvZIGowKDtKc6ogUrXMaJ3Ry9Km3UIYFUVk3HOILMqqz6g41IR+qws4JVCebAIH2pCHnHFCueGwiKibnATGheNByWehfEaP9reLPGWMUkYRMrd9B/YNEU1Q6cj50HsorSg/jBLv0R/Ow3Bh3DK0eEFD0VpooYXS/50rNrFUCU21Kt+7jsiP373kJS9JnvNQPBhNqrGJJLpP9DZGmwpVaG7O6zMGlg1rPQcDjsKBiuSZRIE60ap8htc/LpskGwcz2dC3X/OOUc/IVWlN388U6GdKptfZGIo8FA4Jc6KbCnUzRfSbdmb4yz80zzhJ5LFwjID5pCS3OWUej8t8CJBtUyH2u7Lp6EzAYcXZo9+VwSc/p9t7Ka91o41sEDUYkv4oQCFAmw4JrcPkmArRS1htYlnNXoHiixYgshHKfZ37rS4wD8se/lZvPyMiYHyVxxgDqYxIigb5bOWcNspTGeWN9CzW5QVbgnV5jxbKaYDB4sWpEt7Yske2vKcSqk1ZGWM0lcuyi1xRKLWB8v+8qFG+l4InaT3GFiOIImi+iTTNP//8kxtJgs9FsjzXbJTxJoExSuEVtbNPTFUqU7/mnb4wbmabS9kN7XaYwAxgkA7CGKJ4h4Gon0VeOeEYRDFHKOpXXHFFiuBylii4weEwnYEwivoNB5HS0PKEyA4URnJGFJnTZjbFf2wirF1teGvuGQPTbUya17rRRr1JpBlTAu9Yjf7TTjttJFqKN2xYsDjxwg9j34U6gTefMtwNd36Y/VYXiISo6FR1d/W6oFd9J1JE0dtggw1StIxxxaDZcccdiw033HDS0Ft//fWTsRRRJLlXxhwFUFEYCgrlcNyqO6E6Uo7RJSl+FMBhzTt9I4dotpQx0Ueb08rPqRtEOOX8MdhRWFv3oakCSrm9p+K3nAKt5xHdscePCDDYzwYtDyjzaLFRvIYxdN1116WNWe0DhGZLQV9ttdXmcGyMC0ST7UPEQDzhhBPSJqL+/slPflIceuihKV2AwXTIIYdM0txU5Nt7771T1A/IFfTl2FPL/FJAAVAkGZwMUsa/36jqh6bcCXmtG22Mt/bXcMgLQLdQhUbOwDgKzV6BYOXJ7hdvvCmwoFuUjS0Ka0Y1MCAlL4+7QY1u1xrxagdGjyhk0OZw+EWWKI6iZ9pSJCnyKEYdKJYoiEpVoxpSADm8hpVHJT+Dwj6bKB2Pu+epY/K+6JXxdvHFFyeGxaqrrjrtb4xVBrt1wrp79913JyVdUj/KNYXahrvhAHCsyConiQpyKKtoWeUiCVH9isIuH899yStkEGk7zgLXiyjruICxSRZwooSjhbGjHchY1DafM2aUII8xpr3ID5Fn0C/oySGXvUcekAi2F3zsYx9LRTTkaCr37bpNiXBm9A657HbDYTd3SoPqKE3fg+jOO++sXOq517AgffOb30y0oqpUsVEdT6Id8jyq5hENs98yZoc69R1PMCWaV1e+EQfPqNCBu3VKoAuJXqh4pQQzRw1qHXqXqARFj9Kn/8xZFEaKnwR8zh3KteMo7YxP3nDzmqIpAkGR5PigSDJgRS1E6+Srye9SkINDZBSql7aOMc+p7bSrQiQU6x122KHSbxVfYLjqCxEhRgs5SREXddK+nEmiPfvvv3+igzL2VRIEBSZEOPSTSIU+8DvtrgAF2p6+kc936623puvUPQerH9Cu5oG26/eeeAwk41xkyJjfcssti2233batIV8neZnR+7Lb4+3OHAEQyibzKEQ2eISHBUqFTep4ocYZFiGeTR7QqgbRMPutLmBQo8c0jXZZp76jgMgPoNiTZxTDJu1n0ytQrlXwswfThRdemBRmnmxKtjFGWbbA85YzkLSPiJrf3X777akd5SIxhuyrYjwyiK6//vp0rJfPoqw5JVxyuaR+Sj+DCN2tNV+tG+g3+Wl1i2xoPxRz1CcUTU5EkQAGqHZgzLRCO/nceJRjGtXgjNEytbMcUXcMOpz2NKZFkVQSlG8XOUGKnhx11FGTWz1QthlBrlGOXowj7MGkbacrcjBbWO/1jTH/iU98ItF9p5LfdZKXGb1Hc1bujLaw6IgQjQK1BE1jWOVFLeAUjZlUexolxEZ43ZRPHma/1QUSoL0oWE2KMNax71BgvGCE9g3vCoxCskixBYo2yhCgXQVEHZRFL6O8J0trHtZmm202x9/lqAgHiCT1QGwQOlMw1NDJ5LjWgXpLkZU/Il9I5E2eJAcYo0MEIjbGLYMxw4ASufF/BtF0cpHRqnKcKFC8fv7znxff//730zxDoUOFVLhG/zCSYoNWNLk60gsHDQ4AY382BnkVRBEFhiiKqqqKTZSXGb1DNogaDlWlVK6ZrmZ/xtQQmpe82k256VE1iChjvdhPZpyg+hBPc1SLypg9UOdQmpTV5WUfN/BU218qPNZNyqkSbbGNQR2MIUb1gQcemKK4Ij1yfFQuEyFCNRRdc68iPiIGjBNyUH4R6lar0QnO9e1vfztF1UTlGDd77rlnOl60ATy7ks4ifc6LFqecOUPWeLb/mOiQaJ49vMatkMh0BY76XfUPvVE/igxJORA5POCAA3IluTFGNogaDgJVOc6vf/3rqaJTkzFMvjplg9dOQuso7Ok0G+UhuPBVMWp5BjNBrzYIHDTq3HecExRTRQbqoFgPA2EIqkCnwtaHPvShyZLn/ew7xij6lmTzbimgjAJUOcZAXaCyocp9DJ+IwkiiD3BmiMaddNJJxdprr52qjqkIxwBtpWzqC84zeVd+pz8icmfMqhgoz6g1VwEDwVjWb+6BkURmjFs57emiNtqXwdrvaBknqA215Q6L6tsywJjgYGYkl2nkxoD7qbO8zJg9cnx2BKBEqn1OeDmaDDzuYcIiGHzucQXBrx26SWQddr/VAXI1UISivGtTUOe+o5CKkDCGujHQRxGiDFHKfBB9p6CFyEW38hClSEGGKC1dB6C7UbC1YVQYY4woOlGmZTJmGCdBeWXURLUyFEBlugGVa5111kl0OOezh81BBx00KT/tQRbGEHkgzxdUl6N8x/46IlVRLS3jf3KUQS35XeQNDRllkVHCQFeKW5oAuqPv0RH1r3cv445zU/4cxx4jN0qhO6/cuDINl1GkkqMoNEMIlVIxjIDcOvl8XiimdZaXGbNHjhCNAPC0RYeE7CXb8ujhw3pXq9+ixvOh9CfBTsiLhKjdT9FQ8pUAt+8BL8jmm28+6SHEsbZrvORPguYd73hHCu2fccYZ6VibmvGIWRRwrC0UNla09wR+rrA3agKhz9vonAQcWpa/Ve2JijK8baeeempakBwnwfHLX/5yCmGjJkgMJiAtXH5PMBJovvMMIjwqJuFwoyCIminBiQphUbIIEaIMSEm1FkiJxvYi8LfrW9DdA++mUqwqARHShCZPoLKcoD0tiBZJVWd4bu034TPnc8+xSMorIcDtyYEKIGlWsrRnxBtX2Y4Q1gb6Ae2KNxFV49hjj020SG1tobWZHK+xsqAEPo8joa8f8KApj7xsvtf3PJx+Z4FxvAVhvfXWS8+lvygGvJv6XltSAlQ+8l3VXbljj41xhgXY4mmONCnCWPe+I7vMZ3NbDowxOo4QcVGm3Pwlx6JiUr9g/j/jzjuL4swz7cRbFEsvXel3jDaV8coe9mFCVAhFjeyzZtgHi4y97LLLkuz0N6qUtYDMVp2vDGsVahtZ6tmsSaI6se9NJ4hykNMMIGsTGcxpaf1UMACsse7Bmi3iRCFXAdBaaQ0MBd9apiKetdj6Ze12LPqfYkAcWNYSa5w1kuFlvJBHxozrMaStydY163VUF5Q/Y41Q6CHuwRrgvnwvKmnOWfu04dx/+1vx89//vlh18cWL8265JR0L1rxeFHZyL/KwrIXWXeum9U37WTNdw3pr7ae7eCbrqz70zNqEfmNdpv9YC5XRdp8iQM6tTdpVimPo0mvIcusp3cVYsZaiR2p7fepZc67XaCIbRCMAkxNHGueZAKXwRylQgoSQcQxhSKCE14siblFl4Pgc99m7BZcAIZhDKbZQOLffEpA8JgSO4wkOgic40BKiCVSCOo51fffBQKGER66OBFNCz8JFkeSZdE4LqmMII4uzxcy1eXAcJ4JBILoH35ePZVAwDBhkFAftQMC6B4uZhSWOdS5/W6x8F+cNQc9L6hk8m3bxbFGlyWcSLEO4unfHhAGjzVzX87g/C27s/s777Zj427GEtetpj+grnk3ndF/O4W/XZ1h5Noup3znWMzjWy4JaPtZi6Xn1k2fW99rFPWhbv/W3tvNs3ezB0ESqWK9hrOnDpuW6NKHvjEXjlPwZV4MoIAfFPKaw9bXvFFw46KDim297W/G3pzylWJFRdOCBHQ8nX6wl7olsqwsotJRkVDgycosttkifk40R/WLoiDKUQdHmBKMIWwu0O2dfJ0WYEs0pqMw2mUuGU+itM5HfGwZD9Bsan6IN2o0y71jy131ZK62B1krrjHXH7/2WvCZvIl/ROmCOkO3WHr8nw60Xnp+R5N1aZOxAbIwclEDndZ7YlNua4bp0AjLN75586aXFxCWXFM980pOKJx16aLHUJpsU880/f2orBpv12Vo4m4iXiBpjx5rcWrxAtFh7eTZygDGoP7QLo8jzex7P73kYfpHfBfQiv52qbLay6Kecckpx5JFHJsaN+7DxK4fhEUcckdqMERn6QcZoIe9DNCKgGBPGPFAiRU0CAYNuxPMSCanjCIZYVDvq994LvYQFMRcTaCaa0HcoLhTWcaezAsoQxZbjpG99d/XVRfG61xUHFDsUlzxp2eIVT7q1eP6vflUUG26EVzzHof/5z0PF3/9+b4owUGRf+9rXFI95zGOTskqRvv/+fxWPe9x8xT//+Y9innnmTYYT2fawMisvg7PqweLRj35M+o5izwjwW8fMNNLkt15hQHO4YS4wPN7+9relaMAf//inOYroeJbbb78jGTCUehXpKM/hvGodk6J1lHHGBgcgA0hUhdKtj379618VT3va0x9hxE9M3FvMNVe959wjcPfdRXHC8cVji38XWxWHF48uHqahFVddVTy0xBLFiSeemIwHES5OzplCpEuUyj5As420B1WuLDf22Wef9I6uyHhq52A59NBDk3OZAWYfKGwNEUUv45EhK88soznI+xCNGQh/HmpVmQjnJpX+5cEheFDfxtkgolRYDCT+DishmZcNRYkiwBNZBRYPlMFxBm+kneqVR25SpcIm9B3llBcdfYcyUnVcjhKUikZ7WmSRRfrfd7ffnt5eX3y/uPLvbyze8OzvFbd/YKFihefcVDxqmYcNIgYqI+GHP7yh+MMfbimWWOI5KSry2Mf+LUUTOHae/ewX/bdM8cNU5wUXfHUy6BZccJFkPMw77+OTQsrr/6xnzZ++W3TR16cS1aLp5NAznvGiJJNEsCmmojD63x4+8jl8JjLPY48a5r5WWGGF9Ln9g/7v/16SokFF8exiqaVWT0bROeecUbz3vZ8p7r77+8WjH71gGl/yiUQB/vCH3xdnn/3ZdL5lllnhEU0T+2JJQzn33G8WL3zhAokBURTW2/+tufff/2Bx2mmXFa95zbuKBRecU+m+5pqLiyWXrPecewS+fFPxl+IHxWnFOsXcYQzB7bcXcy+9dIpYouQzPGcDbBOU7l5UUzRWzBt7PwUiEqg4goIKse8g4wk93WdrrbVWor+jR3ouegnqo7Hqb+t0xmgiU+ZGBBYhXg+eQ0mtu+++e9EU8ARZ8Cyo4wxhfot70BqGAV5nipbcpocViYwq4Nk2jpu0KWuTIB+CgiPXYxwNIrmDqEwUsr7jv1Xs3lpcUXy1eE/xQPHY4gkvv69Y6r3PKIolipQ/g4a11FKvK17+8oWL//f/npeiJAwXxgKP/AMPvDrNhQceWCRFe1Za6fmJyvvAAwunvx944OGoi5ffPfybRVL0KI79zW+eVnzrW99K9/LqV9uU9qHin/+8t5h//icVtql66KEnFL/+9d+KV73qCcULX/jYYmLi4TLNSywxX3H//c8tFljgRcWTnvT4YvHFH64ieu+9vyu++c2DEyOBw+ltb3tC8vR/97vfTdeTK7vttgcXiyzSng7F0SgPVG6pSNMrX7lCx0j+v/89V/Gvf724WGSR+YrWatp33OEei2bhoWcUl+/5n+K1xXXFXG3GCoieWD9mA8YH+mFQyWcDucnl+9HP2DOiqih2QWWUc2VeoVYyoNAkbarLMBL14uBiEMV+Ua37VWWMDvLqPULgQZQwKErUJEjWVMgAh3qcwRCS2DpM8MwxqsvVrKbDbCgSowKe+7L3viloSt9RYDkMIv9x1CESQTlkZFPAVD9rzevrW98pLLD99imHaNXivGKv+/co3v+Y6ycLK3CWRB6M+2tHbWq91+n+LiOMDG3gOrFhJiMkSo4/fJtzFkDAMgjw5rvPgMR8xWIovQxqOSKKFSjWEXmekYdjs9TYsPU3v/lNosaRiRRpvw0q1lS0ZpGIq6++Oo3X1v2FmjLn5sDSSxfXvXXrYolvHzJnnlmpDxi62lneTrmfukG0dy+g3VGlAiLMUgpEJI0thS9Ul1MwQ9/vtddeKeKqfxVwQZVk1MvLCtaEyGedcuQyeotsEI0YJEUKW6MkEP5NQPC9ozzpuELSOE8UoW3xHwYoBiuttFJXv2lNSB5HGLv6jwLXpFyXpvQdRZRCSnkBlbZGDeg6FC+UIUDb4XW3caSk+oH2nQIKK69cLPaT24snnvvKYt6X/i8RXZRuEECh470Pg2g2kNsiKhCJ8iiY5qwxZd5K5qcUiypwzqkEqgCQqqzosAwiCn9VhxUZwPBpF81sypwrwy3f+Lz3Fx//+rOK4jc/blt5MKrWieSiLGpfRmo3UXPt1qvCKaJM+h0YQGiRwXpQvZZhJEIpX0mlXlQ4lD2VBdddd93EsikXiDAWmth3GdWRDaIRAy8Gr4ewflPAi2bRl4MxzmDI4tyLNAzLIFLY4ZxzzkkLRywm08ECOO5eM4soj6Myvio0NQVN6jvKCw/yMCml/YRn84o8FbmEU1GH+t53Sy9dzLX00sWSf72uuOCCeYq11ioGCo6hXhpfnD0ocowg2yNE2ynnDAzRoJ5HHiA5OBPqMMWZgt2uGlmT5lxABXZpyU9+J8O8M9+PMw1NzXYWXowIxkbVMtX6vBsDSjvLFWNIyQfS5owyRi5ngs9R8FBOGcH77bdfMnxtUYEyF5FKVDrGMFqkCn7g/8aD50GV3GijjdKWJCr6ZowmskE0YpBoapLXaZfwKkINP7e8Ydo4gncK5bGqIdIvg0h00b0M8z6aBosrj2hd9l8ZRTASKCW92O+kjpDE7RVe6bqU9l188fuLSy55Rsp9GeQtyZny6iWUTQbbUQTsUxNt7r2V4jZTRAnoUcB116H6TX8cw0efiQyhHmpLrAdGCfYKvSTa2j6Bim0odR30Q9E5bSZCE8eRqwwaRowoFB1HThhjGb1N1FgOmLwfUVWGTVT7i8if6KBCHJ1o+dg0qgoyhEUC/a0wFcPKuzFir0eUuXBYZIwectntEYMqVxSGo48+umgKbEBnYzXUCIIsY3iwwEhgF7WrWtLX4tSLqkAZg0fT+k4EhbcWhYyCNSqwISQKj82qFSioU9/JvfnqVx9VTEwsVuy0UzEwYAygzGE8NA0o4GhZKtC15r01bc5FupBibS1bA7V9buNFflcYDaJEPrPOM0ysL4oHyeOSP8wZqhCUfB8FDdBGMUb8X9Qd1Y1BRD8QWWPkMKC8GEKcd2SCPDvMmF5W+WT8oFmqoOfa5ubee+/ds/NnDAa57PaYwl4QEfJtCiTloogJd4+zQSQyYz8m1Y6GFZ3h4UO77MazqXrPe97znmKcYdHm7VxmmWUqK7R1QNP6jseZQon+MkpAk6X8U/Dq1ne85C94wV+Lyy5brPj1r1Gci4E5Z6KAQdOA9SBCYr+jps+5++4ril/8wmbi0x8r6oPCZk2PjVUV6PGilDKAGDdXXHFF8b73vS9FeUSAGDNojN7Rj32u6qzy2IyrPfbYI+kG5cgM58jBBx+cojaKYTBAGUP+b/uKrbfeeta6kOtttdVW6QXjTusfdWTK3IiBJ0NJ1CaBEMPN/exnP1uMMyyihPkwlQDeNxvToZbgfvPS2RfEQsUrbx8PC5vvLGQoDmCBZxBY6OwV8/rXv744+eSTU8Ug3HwGln0e0BFU8KH8OZbhx6tnDxC0CtexeNpZPiKePIwWWvkU8irQIngbXYfCYRd5njw0C4bJV77ylXT/yqZafP3e/fDWHnXUUal9fYdagSaBEiH3x4JqUUancW6eQf2h8hAqIS+kqBnaloVRvpf9UlAxPv3pT6f7RbVQleiss85KkVrjmgKk4hSl1+bDn/nMZ1I0wGKPXiI6yhC16DrO8Sh4Nlp2Hu3i2SSD9xp48k1CJEFXzUloCiTgd1t9bFB9p1AIBXeFFYpCTYvNNx/IZYtll102vZoI41MUpF2BgKbNuZtuYrAXRZXUHvKN/G5XZY6jyMvawegho3fYYYfioosuSmNMbtUWW2yRaG2MJXIXxY5cptdccMEFk8WXlMdWhXHFFVdM55S3yQg6/fTTkzwXgbMO9No53LS+y+gO2SAaIRAoeLNN2hgSJC1SAptGI+g1RGZ4woYJfUAZj8IAFi3/j0R298g7z7Cx6DMAorSpRY3REiV5URkYEKgNjvWbqMJmjDKGIhLmPD63mPGSR/6E//vM97H/Q/zGPfmNRTNK58rhcWzcv9888MAD6bq8fY61qOKVM6LcY9yve2f4RJ6BdpCoq02CmhHFLtBgjFvGD/BiMv7cmzlIKYiEXYaM+4h78h1FyUKubfwdkQHt4thIpncdUd9+GQBNzHky/sr9NAoQheEUsKlo1aIcg+o7kWuK4BprvL74+McphQ8n2Pcb5IpoYK9yegbt3OJI0pet47Rpc65K/hAZi6ZPbnPkTAX9aZxzVJFrqGicZOQzWadCHRqdsulkv+84wcx7DjBrkPblJBIdYlyR/aJPnFPGKlobed1rNK3vMrpDziEaIQgREyr77LNPo4wLVWFQxSQUN3KPhh6B54tQt4A2KXGc0TDVviIZ9UUT+05EUCRTpGhUIMeCJ1wOUVVDb1B9J2pKNik9ffrpRfHggyqy9f2yaU1gjO2yyy5F08BAoKgzEMLh0sQ5p87Rxz5WFPvuyzk29bGKG3ASKVleBcqar7POOsmpxcGhzLp2Ec0XYTLmtCPqXVTlExkSnZeHdNlll6UoHKOJQ8y5RPb7WciiSX2X0X0O0WjxDsYYKDsWLuHnJhlD4UEX2iYQxxlyqNCnKAFNQpStnQ7KeSvFmtFd5EDyMT79MPuuTkCpaVIVzSo0WY4gVbK6iXoNqu8oofZIArS5yy8X1e//dSnBTdzsGCjoaL7tNhlt0pz7zW/Q/6Y3hmCVVVapZAzZvBVVTrSdc0PVONF+Dl0U4S233DJR5pTgRsVGTd5uu+3SnFdIhUxUeMF3KMl0H+um4/td1a9JfZfRPTJlbkSgtKWFVQnLpgF9iDAb9xwiiwI6wKjusyK/h3dtUBs7jgJQhuQ6oZI0aX+jfoLHWE6LHAFKEa+fXDdUSYnXt99+ezK83/zmNydKI0+ydhSBFlnyN1qiXEvKPk8+zzK6oyiN88lNQK2UY8ZIefe7313ceuutxZVXXpn2paGccT5ReCmC6JdoPbzVfutYMtk9iKzIZUPv4cUueyjRjBhFFLu6lmgmk2LTbPuMSsu45JKiWH31/l6XnGiqrGBAolc1fSPPKnQ59Da5peaFPM2pYA4ccsgh6Z0TlKPHXFQgAStC9IdjEGVYzql5K8fUnFHKW06Z6+y11169fdCMjGwQjQYIX/QCIWuJ2k3ckPTMM88sllxyyWKcIX/kI2qbNgwUvipQgGCqjSYz2o8JCjdlf5h9VzcwMNAgKEkMRtFldBYGkQgrSo0cMAYRo4dCrwIgg0hBDooqg0hxC/LHORhEFDPn5VxiEDF4Ir/LbyOvBdCDKIOiAajKro/6U66QVi6Q4hjndO3ICUOpcv6Z5IgNqu+0pedWVAVWWunhMswrrmiz0/5dl1EpmqCPmwbKPcO63X41TZpzDKL3vnfqY+SGGvvtCim0QmTIcehLnA2iP5wbSqvTX4w1eoD2U4rbvOAAsXbUoZBKk/ouY8A5RAcccECx0047pcogKjKBBcHgliAaixBLv1whyUTA/yYsVLSKJDwLlYWfEiCvpLwPioWO582OwrPlCY4adt111+ShkYxYVy/jVFCeVLUyVBhJkeMKUQAeaO3Q6w0J+wke+SqLoUVTwYFuSguPOyjmKCJPecpTkuIxrL6ro8z41re+lYzFdpW86grL7YknnpgMIf0Zyl+d+45hwpArb4lw8MEPl2GeJn9+VlCNUU4lKmGTIO/llFNOSREikcfWHKKmzLkHHiiKtdYqilNOUWxn6mM5Cxg2ChrQ+6LYTCsUU5A7xLhB8fc3x4WxRcbVweiZCk3pu4wB5xCpNW/n4FaLWelYVAIlENEYeNzKUQuTxaZbjCR0gY033jgJ2zJ43oRVM6ohSlk2NTxPeLp/ntpxhrly7bXXJmpZkxD5BdOBx48Sm1EdIhh49mgkw+y7uiESshnZTQIZbVH+zne+k3InZrPj/aD6jqOS576MVVYpigsueLjAQr/AUar0ctPAKcm5xanbbr+spsy5W29V/XN6YwgYQ5ROjlmbDHfyswfVjR6IukoHRJdnPNbdGGpS32XMDDMagWgCNo+0V0iUoQWT394jhx12WBrk9vPg5bE/yVVXXTU5EQgMHgH8YB7j4CcHlFl0DuHyjOnBKMW9ZYA2FU015noJ0VHOg37Ro+rQx7ynGdURSkITI7/9BgcKx5pXlH6vO/SjXCZRodVWW60vUb9eg2dVblQZKhpjv373u/27LqZIE2UhmqQiGYobNUHJn03+UKtjVpVEe7p1MvTpfPaCYziphmvfooyMumBGs1WEh1C3iWKr9UzhKX8uHCppTk3+mDTqx0tUFRkQISpT44BXyN4caslnTA/tTQgLPxM2TTMuREZUijFWxhkKDuBLN62sJ1lQBea1kqoZ1YFugxJLHg6z7+oINGx7lZAbTaLNoaCJcCkZ3IS+o9y2U3BXXbUozjvv4dLM/aroFRs0NwkiQwwi1CqRk6bOuW4NopiTigLJvdtvv/1ShLsTOMpF0pqEpvRdxoAMIrlB9kzYf//923rseLxwQVsnSZkOZfNJEwbftF1VNMJXfhKuNeGSMTVE2eSe8MzIN9hoo43mSOatO2xOSaG5++67i3GGvIgDDzwwvTcJaH5VYPFrGsVp2NBeNi1uR70ZZN/VEdYJFadUq+KMawrVVPGGTjkWdew7jBA5Iq1QEXveed1Hf67rmq7dJDAAvvCFLxQ333xz0l3a3X8T5tyf/1wUf/nLw5HAbkCnC7lFB5HX3P78fy4uvfTSNH+bhCb0XcaADCIKqwIKasVTYmcbhm+NDJWhGIPk8t12221W1xkXCM+LDqnihba44YYbNiZSxGBWiGPclWXRVUVJmkYr67ToteKSSy5JuYcZ3bWtvCt5RIGDDjpocj8MVZp4YuV5hMMK3TggF1M5aJAH4liJwaCqEy9t4PDDD58sfa8srmMpdlEIh7EesDeSXAFAbXZsKAvKYXNohfyROybJHFDbHBvXtVcL51rkkcpL5QgDc8GxyleDvBt/R5U3UWXtgobGIeTv2267rfbDKzaTnEU9o67m3WzB44++1gpBo9VWezhK1A+g5ctJbhrbgVNYVbT555+/LSVyUP02G9guTsXzqiluxvLBBx+ccoKUvKeH2FB30UUXbXu8fsUYaFpl2Sb0XcaA9iHihbP4CQcHeAGuuOKKNBEkyVnYeILLUSKD6NnPfnbXN2dRRbGxKVc3UNCBgSAfQ+Iq7yrqiRr5F198cTrGM1iwb7jhhvT3Bz7wgeSJ5eGQ4MdzEUqHHB2VsSKhTtjU4u+5UADthRFKh43kRDuuvvrqScOO0sJ7KXwuUfTzn/98+s5eFhYbi3lQ3ygrlBEcc/fvWPdpLwgCVluDUqSOk2wtQoSPTsFBtzriiCNSG6jIh05iLwz9FooQQaRsLcXC3iYWaDlIoL21F1oHOC9PjkIX+lC7UWyBMKO0hNK00korJeVNCVvP5VwKbEDsJxEbcy6//PKJRilSqL20r4pCFDK0MQZ3KM82aROVFGVkROMdez5w74zroGTqC/dufwNjQL+GkofCYBzoZ5DnxosnImPhUrHKeVX2WnDBBRPVM4oAGA/60PF44auvvnryBMp/c5xzU+6Ax9pzqaIDjjXueDz1oUXCXIGll146eRFjU1pjnQLo2RmKSt3aGwXk5DGWbrrppvS3qovGA28bBYsDQb+CHD33qd3AuLPfinGgvVTzc//gfrSV78FeDza+s7jrG+1vU1UwnsyPUGjtz+K5tLGx554o5RZIlbSMGYos6NM4Vn/bX8K88UxyBXjOQ/k1ZvU3JV4kYI011kjzkdFssXUfX/va19Kxyidrg1CGP/jBD6Yxql154iknlHQgA4x7cxLqLiNQq1zLPWs3MsJ8N771n37WPsapueAejF/HkhH+1o/GtfloTHiGcjlpxxo7/jY+/G18ONY9kufmhz71nfO4B+0Q98QoMbfJCbLLsZ6BjHBe7etYz+pYMsNYCHqottHezhvHmuf+No/MM2Pcs15wwQWpT+O8ns248xvPZmwa08az39RNRnhux2nrULC6kRHmDXntt9/4xjf6LiOMH+1EpreTEUXxhOJHP3pfcfPNnWWEucmhOp2MQIFk3Mfm1MaA+dkEGeEdbV3fOfdPf/rTNH9jfQ8Zod+MtzrrET/+8b/Tvd9zz4vTGANjJ/QIfbfmmmsm57i+cozPsVTcp9zyTnqE69A7zCcywz32Qo9wTc9DPkA/9Ah9RcbXXY8IGcEB1RQ94rYZyIiqeoT76HnZbYO5lc4jH8jDqS9PCPEkGTgGBehM3xtodhmeClF222CPEp8mkk41EHPZ7epQBt1ksUioxlRnEMYEq8nW1I34egHOBJQLc6gJydYBgiiX0m4mRq3vOOhEo7xbGCkKFu46JbdTfshn66GyzHXvO/s4ac9O3v7LLy8Kuvjuu/f2uiKFdA7sgSaAAqqtFIVifFBOKbnlwlNNmHM0QuW2jz764Y14ywiHAwOCkUI5p7CedtppSUFljE7HHhLh5uzWLk1Liah732XMrux2VxEiVnWrUOStYFXG5zwEW2+9dbL+XJhwYOFPZwx1wic/+cnkLeFVyKiOLbfcMnmM9t1332LttdeeVXnXfoO3hSeZh2icDSILCq8II5bXryngnalSHpfnjocyb27XnSBHV+OJU4hmWH3XFIg+qXRFkTaXeNgVAeJprguiwhzPrTk/00pqg+o7nuSpDCI23VlncWjKj+rddXnLm5RDxADSp4xvijMvO2NBQRQOXawZDmVGAy+46AGPuHYVxWBIiAKIpPDAk5XWQxEbzjJe9MgpdKwIjWOdU1vx7ItMOEbUgq+bpzzOSx8QDRJd4GXnuHasqIUxKTLBEbfYYqsV99//5+Kiiy5PzyNaYi6JmtHD3K9xS78TGaOfuUdyfbpqmO5JJMI2G03LlR1FeZkxJ3ruNsND5+kXITLRhLoipDYTmOjrrbfe5A7gGdXx0Y9+NFnFUfK8rhBOFb4ed8+LBVOUtbUoyajAAmhBzujOIOJFRSfNqAbOH3Qbawb6TWvJ6DqAMozGQSnlcZ9tPlE/wTnzcruwdgBf5YorFsUslvm2QH+KTdvrDvQodDk0IWBY0H9ifx2GBGPBu/FprfN5vBuvKHYQx3rFsahbok+O9bnPyAb0JMZWbHSKYcB49XccG87kOGcYLT73cpzrxLE33vioYqGF7pv8PaPU+PTi3OYYV/2PgXXmmWcWO+20UzLcqmwNoEQ+Y9BL2e2MjDph1mGX1o0WeSMk0Xp1CxSHdguDRFuvjO6Ag4q3yYtT53LHkbcw7pED3jjGf9PAQ1gFlCq89IzqQJ+kaPWr7HbVvmsSUNIY3/JEZpK7OihgTYhkMYzw+oGnvm59h9tvXZ4qev+e98jdJctF/HtzXYwBhkadWQPaRW6DCI9chqDHMTAYdK2wDou4ta51ci8YRdC6nYn8IcaOc5bp1P4WCZKPQ3cSgUcJQhP1N5Sjj/IpyhA1anWgwo47FsWaa760eNWrXpq2RXE/HNPyxBlbcrbkpPi/CFgViNRa49FZtYHn75dM6ydGUV5m/A+ZhzbC4CHlhYmE4bpC2L5p+xH0A5QjC4ek3al4rnVD1T1gLN51yuVoAig/KCr92pi1Sfv3VIW24jnncZcMXccIEZgLlF0GHBoUyhVmBUpTnfqOEjgd5VraiOCIfPYNN+zNddG9UMXqahBFVVT50fqMQ2um/WaMlnONJN7Ly2HQy9Nm3KPQiQahnDGMnIeRwyjTP4oniIjGWJqJ8q66+p13PljceedXittvvz8ZpPLDOboVqBDxYsi4tqqO9orEapgO8sLdJ6qeYhIbbLBB0USMorzM+B+ydjLCwAkmKAmhOkNuBO/UwxWLxhfoZGgITduPKSohTQfVD1sjyhlTIzY4jGpNw+q7JgHtZ6211krvUc67zhAVovSjysoBqVp2fxB9515UaYrqVVMBu03xsl5tmUW5F3WpCxgHKisqJID6pTAGY1aO2kc+8pHKW5G06zdV6RhA0d4MHlEUFfA4ykTXOUcYH5tuumkyfjg8rRXK1kclMuu9e5TTM5N9uW644T/FFVecUBx77JHJmerayus7L5qbNpDPePzxx6f/2zRa9bJOlE/FJWwD4tlU8VMFUP5QnXOax01eZvwP2SAaYYgyKK4QZYPrCp5SwrapQrJXQG/AmQ+6w6jB4jjue03NFHXOMakjeOsVk0FPihKsdQbPuyR5lFkUurrkjIm0SaCv4lQT1MYS+2+F5FmD8l8XWahPGAGnnnpqMjQU6VDKW8SgF1ED85uBceihh07u72UtkFvbji3AsLDvD4cJg9r4CRmrQJG1lLGk8l0VBxuKKaNu3XWPKh772B+lKr+MLveEzqk8uM9Eixju2kMukcgW54PxYZy0OiDsg2YOitqi3I37Gp9Rb3RVdntUSuuNC3ibVEThbSpv7Fg3ENi4xULpuMkZzQIKRyzI05VXNz/rSmGqI4hnXmhJ1P2gzVXtu6bC/iiia/aLkbtQd4VMXgaPemxMqorrMPtOxNqc7VRhrhV/+INNN4vipJOK4r9bTM0Y9iyhkFPMZ7sR/GznoPwe21gYR7OtANqu30R7FC+Qj+Qa0+VaKrSCEopyWT6vdV4ER8SRo5FxRXYwWqaCvXWWXHKp4pWvvLpYfPELiwUWeGyKgolYRu6RyJX9ahhqcp5UAEZ1lyu1ySabpHxlMh7jQ1ltcsv+Tn4f+wg1HaMuL0cVVW2DHCEaYRCENicjFOtMHXGfvFwzCfGPElQSOuywwxpHmYsNDKeDBZKCk1Ed2suGh0reDrPvmgqea04W+RkoO5G4XlcwepXkRstSbGbYfSdC1E155P/7v6Lg0/rvfpGzAuWFoSDKQDFXLZVsnK5deglGCmeda3Iu9mI7hHb9xuATdUITnM4YQomTT1Q2hsJwo+zJO7KeWlc5n0Ta5PBM1Y+iP+94x0ecpXj84/+eDB1lvs8+++w5+gOtO+aQSon6RhEHeUth/PiNasPodJyxp59+ejEqGHV5Oe7IBtGIQ7gbFavO5Y4J8B133DFZ8eMMiz/OdtNKzFc1ZO2nkznY3YHyoXqUkrv9wKg7IUSEVHPj0RYpasLcYrxtvvnmKVo0VT7RIPpOdIajRjnnqrAnu43uK6ZCdYRNaxm0+g8VzH51FG/bePSbUsiBKELFCNPOnDm9wmz6TV4w6lm7czB+7PtYphmqEIdCx7BFHY0X50AZqHf33/+K4r77rih+9rM7kwHICVPO+WTcWKsjWqesuAjmnnvumYyujTbaKFXERKtTSl7+kzyr1o1pm4xRl5fjjmwQjTjwfPGQ+6VQ9QrC8cLtuNEjxOLsCjxu2223XfL+NQlT0XrK4LXMVNbu29Zu9/0qH12175oOkRdRl6ZUOSQPVQc96qijkjHy+c9/Pu35QkEN+TiIvlPSmSFStdADKDpGhM2mfgpHgMIAqFyUeiWiyUcGmmIZKrv1C9ddd10yBkRYRGdXXHHFypX/qmAm/RZRGVEYVd6qbtLsWl4KGSy88MLJ8GFUyusRNSrn3P3tby8u/vOfH6Y+ZxAyPOU0BVDF0DjDwNEmNn5niNmXCJwTTdW7dQwNfpQwLvJyXJFziEYclIDYi8hu07FxXN3AG4oWYbFTehZVaNw2aqV0WPgsOE16dt7bpiiaGePZd+YWyo+E8Niosu6w34s8ER5+FTg5jMjFqLw2qL4TTeAZ/9jHPlb5N4qeHX64jTgVzen+miJ5DEAMh9ay22hs1gvOM7lNIiK9ykvU5uedd16KfqCuKUqg2EUvc5i67TfGhei6ogezdZaZB9tvv32aB4pBbLXVVule2Lvzz/+N4vWvP6l4y1uWSJEdlV85VB0PomRyg6zPkVPmWUSllOA+6KCDUjlt0SE0Or8dNYyLvBw15ByijEmPxsUXX5y4vZJ1VaapYwSGB9d9EbaMArk0kljreK/9ws9//vOUFCthtkngva4Ci3rmYHcHVflQd/pVkr5q3zUdZIp2bNJ+Zza95MCSW6IEMzqS/BGFDgbVd+Sv63e7p41UG4GEq66a/lgRMDknHGKuJzJEuY7iAK2gyFPORTEuvfTSZDSikolMUFhFQTAiynl3DAEJ8SJvIiSdchnl2bziFa9IBThESlT963VBhyr95t7POuusNP9F1kV3ypuszhTWFhXiQK5aKPcIJI973O+KF73oWcW3v/3tZPxyHJQ3c+Wkc7x2DPhb3zEa9ZtKfCJ6o2gMjZO8HFc0w1WWMSsQTvIQ9thjj+Izn/lMylOxoVpdOf8WPHzlUAJj47lx6CfUBdVQRhE83BbQqhWrMh6O8FLuKGc4+RkzAwWa06XOxWWmgxwoCvIgx4GNQDmmll9++a5/K5B11llF8frXk+udj2NwiIrH1gsiM96nquaFxicawbCxPqDQobdZ2/zevj5AUUeBYxAzlhg611xzTbqW6FMZzoOOJh9mkFGAdlEHfc3QYywy0Lxmi6AgiqYx/FBxgZF4zjn/r3jVqx5KuXaiUChw8rTkB9n3iL6gj7BN4ncB+yMp8HD55ZcPtRpgRsZskQ2iMQHvjg0ehcolPVpI5KvUKeExKvgQsDxz7pGnTGRLKdI3velNxShDnojE1KahauUlHu9eeDnHCYxjUQJt1w/0ompWE8DLjmZFtjQV8u9EamIO9bvvGAjoWvJA5K50i9e+tihOO60obr65KF71qvaGAPaCynHKNofTS1XAqtsvBP0RxY0iL8rO4cIoEglhPHp/2cteltqOkSVKghon6sIAiOsqNqCIAkOptYJbL1HuN4a6PB3PgXrGUAPPz+hrNT5mCpFRVEv9aB21SXZgp512Ki69dNliwQW/Xvzwh4yjc5IxJOIm2iZCyIh8z3vek/SF1uiacRLbe4x6jui4yMtxRTaIxgz4wBQDnkbeHsaRpNE6gOAtwyJhwfBuUbMR3ijzd3HjefAYf02iHLT2WyeMWoLtoBwZSy211ND7rumgCH/wgx9MDqEm4pZbbkmefHSkQfSd9UGOjqiaiMlMwM4QJTr33PYGkXXoJz/5SVKke8EAkOQfxQ8o7vbHgQ984ANzHGcfHUq9KAgjSsREBNY6Q/ZS/PuJcr8x1Dk8XJsxJBonX8umwr0yhkD0hkHE+PTMu+++e4r8KM6w6KJvKq69dqFi7rmPKb761StSFTuOA/Rthia6YUQlRd7IpA033DAV+FCB0PlE/6O8NicmQ3MUMS7yclwxutplRkfwCOEP8z6vv/76tSl3Hdz41hyojTfeuFh33XXTIobyV66OM0qwWFlkeDmbhHb91g7ywngdM6oDBWivvfbq25iv2ndNB+rRMccc01X56DqBQ4hBVDYc+tl3FF3rgkjJbCiub3wjSlZR/PSnc37OEAJKueT9QYKRxxBR0lskRM6M6BDlX0XWftOzo98Uq0CHlSdlv0DQ5miynGO9NqhV6bP9xjbbbJOiOgxDRtJLX7p68Z//XFcsueQSae8h9EIURIwSho68NZuwyj9mGEUUyHocL1XrYv88bTuqGBd5Oa7IBtGYggBGRVPBiLeom833Bg0LFI+TykNC/xYv3sVRA48gBWRUaWU8jRb7jOqIoiKjON4HCfQszpUmtiOj2L4wVWlks4F1gPGtIqmI7mzzGeeeuyhWWkn+yv8+EwVx/muvvXaSIjYMoNCpUKdwAAfhIMGIwAa44oor5vjcfaDO9TqSqSCHnCQGoIhOUEhRwPbZ58vFBz7w/LRHnPthfNtclaxGaWQoGhPympQ9R48D0UrGLIqhynzhWGVwZmQ0Ebns9phDxIXXSOUdwq/s3RGpEL6XiBpUtX6WneS9RZ+YCq6vfC4v1Re/+MVk2PUrvyKjd/0WXmFUFtz4jOoGEW+xZOV+lGKv2ndNB6NCHgSjool5DpRXBgRKV4yDfvQdmhzKk6p2DIaZREsUrhDptrGq9UQdiw02KIq9936geP7z506RBBGoNwofDREiISeccELKqxnkdhTRb+jg5vcgCxGYB/vvv39x2223pUJLT3rSk4u55z67+Ne/Nig22+wjKYJPPjPKUA5VjaMbKMjAkGJUtWKdddZJBhxaKuNJ5G1UMS7yctSQy25nVIL8IV6hqCZUpjeJHilnKmqhDCdv0BZbbJG8WPYvkI8kD6lXpbxVCZoOjDFKNSWRcLaAdyqh2jTw3h155JGT1IOmoEq/hedwlHPA+gEOAMqjnI5h9l3TQbFnSDS1WiX5LA/E3jyU2n71nSR6UQM0uZm2lQ09Ua4o3RQRdSyWW64o9tzzpuLYY49NkfBhG0MgAuI+3vGOdwz0uhx5oi2MxUFXZbO2oOopMiE6t/DC7y9e+tKnFU960kOJOsgJKp/JFgnubcstt0y5RHKK5GIpBV6Gv+UV0RPsRTTKxtA4yctxRdZOxhzf+c53kufHwkWoRVla/5egas8BVDX0OtV5JBXyVAqpo6DYgI1hJNw+W4hUVQUqB2GtrCpFm7LAoGgyeGZ5LZtGK6vab7yMqjhlVIexoOrTzUp19QHdzLkmQ1TZhpHmVxMhd8PGnKIKQAa389bP1uhS6bKb/BVUPrK3nIfKgSY3FR3tqKOOSgr1Mss8VPzoR08oHvOYZ9XGKFVIQcW1H/zgB4kJMahIn+0kerFezgTKdysmYc8nhRHuu2+h4iMfeUXKryNrGDQoc+WKriIiSpejqjN+RJb8Lf/JGFQhUC6Sc446xkVejitylbkxB6OGp0ikR3icAaSqFSFIQZcsiSO82267pf2BhIyV7GQ4MZR4Ej/84Q+n/Rtmi26TMXmtGG3yiixqONlbb711Y3aibwUFgpGnT5qEqv2mX0a1+lC/YIxTUvtFMxzlBOjWsUdeNTm/QWSFEssI+drXvpaUa/IZva1X3m8yNPJNUKAUcnj5y1+eWADa7hOf+EQaM2HUMIaUsFatjPwSWbCXGsUaa+B1r3tdMkKf9KS5i402enEx11wvrV0E1tohYoMF0c/x4VrOb62UizMsoI0yaBjYj3rURsXllx9SfPazOyXqIMPI2n7IIYekyBnZA/pQHhEdgDFuPokoqYYq6i9qqa9HHeMiL8cVOYcoYxIWQ5QMi5zFkEGEd7/tttumBbHuHmCKgnwiz2HRadoGpxQcC4tFp6lG3XTPR5HKtLmMYRT0QAdTYrnJexEFUCjJZjmUFFRRflXEZoMzzjgj7d9zww03JONLvhJKlGgBRxm59M53vjPllKg+ttJKKyUl38t3Pvv85z+fjCGFClrx5z8XxeabF8UJJ3DEFbUBQ9DaQaHvl9zVpijpjC5jsA646657isUWu6548Yv3LP7wh9+kdZPjRSRV1Efpbw7GgPkjr0hfc54aC/QE0TXrVpOdDRmjjZxDlNE1RIIOP/zwxDEWJeIdtHkdCLP3GxbTmYLxwxhiGLl/90sJahLuuuuuFH3rNRWmLv321a9+dbLcbkY1GMMoKvKI6jbnmgQKm6IxosmjAFF9FGHRZDQeeSkiHTOFqACqHGUXO0BkAE1PxUtRePkjFGBA23NtijC5K6dTfhYnlH3t2hlD8LSnFcXrX28vm6JWkE8jl0j7Mer65QxibMnLqcucu+eeZxUbbfSWYv75n5n26FpllVWSsSv3i7GLDh9g9Cq9zWDad999U+lu/xclQrUbF2OoLn2X0R/kHKKMR8ACSCjKF8KztvhZ6BhI/QShO1tYoO1ZJNxvkWZkNKXULuWGx41S0iRU7TfGkDy0jO4U1R/96Ed9M5J7MeeaAEq8Z0WbGxV4HtEuxW7QoGZTrl+USZSEzFx99dUnoyVrrLHGIyJPDCPrQTjLWvf3mQqYYhdfbFwXtQJ6n9wZ5cDlUvX63PYaEm0h4+sy5667rije9KbHpyIYHAWijbbg2GWXXRL1UXXZgIIJCmWoKGecMCJVq2M01yUnbBCoS99l9AfZIMpoC7xw1YYWW2yxVGABh7jftDm0j14ZdOgehDwaiNKqTahEh4ev3CkjtEmo2m9yDFByMqqDRxkFSQnkOs+5uoPhgGbWj9Llw0L0HUNEVEbSO0V2JqD88vpTivtJaX3OcyT2K9pT1AqeWU6NUuEiH6LZCgn1orqjSqhHH330pDJdhzmnKCyD6DWvebisP4MHlU/5bNEi+UIxDkSpGUr0AbLotNNOS44tuWbjhjr0XUb/kA2ijLbgAUI/k0SrzDZhaf+OflYJY8j0EoS7/SVQ6Xg76169zf3xwvV6l/J+o2q/KfEeO7JnVANlVw5Hv/a+6PWcqyvIgvXWW2+k9hBp7TvPqKxyVKKrClQx+9ENKrdq1VWV5kYjK2oFBQJQ5xgAZDCaKmOmKhQcUkEOUMnk2Yg2ifpD0MrqMOcUZGUUffe756R8MeXQ99lnn+RAlEesHfwfPvvZzya5zaFlU1bbdHA4jmMuaB36LqN/GL8RnVEJ9hlCw5CPY28cHiSh/9km7k6F1l27ewF7Kb373e9OCaHyo+Rj9GLPpH6AMsMz2S8e+7D7zTjqRx+PMii3uPsoTf3AuPSHogDmfyiso4DWvpPzwflTLoHdCWjQKtRFfhUa1KC2LeBkf+5zi+LKK4tagREkKiQCImcKZbybTb8ZQKq3gfZkWKm4Z7PSjTbaaOhzjnGmuIMiEl/72p+K1762KF772tekdd76KDdIOXBR/Oc///mTe+7IK/KZ8eJYz3bAAQcU44hxkZfjitErZZXRE6gmg0ts3wIcYd59r6aCl87iFhQIRlHduM+ocnKfZpMLUGdo+1FJah8UjFF0z269/hlzQh6hCPco5wCIaIiAVYmCiWCgPdk2QU5QFEwYFESJ1OlRf2HYYlienvmFFs4wYMCIfmBHACPiF7/4RbHccsslg9q+YNZC9CnRFOwJTAR5V6J0Dz/fqpPri/c6VDZk5DFsyOB//3vH4o47jin+/vfFU86tXFvOTw45Y0Leotw0uPTSS1N7aAO5jCJpGRmjiGwQZXSE6kEEIEVWVaNBGGH9AoEuWZghhAp4+umnJyqS0H9doJhCpwpNdUbVfnv/+99fm5KzTYGcl0033bRvhTb6OefqBO3HudO0Uvzd9J3IkEiiam+tSutFF11U/OlPf0p5MujD5B76z7Ci5Ziz0rkEVBZfvBgaGDv2dGIoyJ1R+KA1z0ykREEYTAPjh4MiHDsMpDje99GeUznbhjXnREhVX/3JT+4sfv7zfxULLvi7ZAgpJmGtFx1CjfM8ImUKQUQEUY6ZIhrjnkMzLvJyXJENooyOsBeBggroc4cddljfN9VUPlZhgX7CQhVcbvQGQr8ukSKUBhV/JKs2iatctd8oaXlju+5B+eJh7kfbDWLO1QHmPO/9KJUHbu07G6heeeWVyYnF6DFuzDmFcSi1IiCen4Pry1/+ctpaYVjtQeSKEp133nAMIm2gjcwp9LCIkLUrusFQYmzG+qfCXmD77bef49gqa8mw5hyjxgtT8vTTHyxe9rK7kzFk/yGGHBkjsiVKduCBB6YcIu3hGUXRBh1FrCPGRV6OK3IOUUZHvO9970vJleedd16xzDLLpE36brnllr55FQeVO0NJ4HVfc80108KIAiEhdtgQubIYoSu4L+1u3wOeXW1z9tlnJ/oCUHyUiLWgWazkRvkbvxu1QV9d8t8NP3j+nEflINQhe5Y4NvYS8f+oTmVx1B6Rs2LvFkm1jlN23XeOdR7eVX8Hb97Gg85l0fAc7t+xUTr61FNPLY466qjJ/aHOP//89ALHlDn4+OrHHXfcJMVRcrNrgWurHOi54Mc//nE6VvvFPWurwIknnpjaCyiLjo3+1p6RPAynnHJK8a1vfSv9Xzs6NvJObFjsGQJyDTgMQFs61m+CksTLGkCtQUkBbXPooYeme/Qscsecy0ab4N11fK5d/Fa7+T+U+4uipt20L+g3zxvtdu655yYjO4p2aDfjAPSfymRRxMMYijZWnpo3Ofa2ufXWW9N1oo1FHIwL0J9yDKONVajUFsYteG7PAChr2kX7wM9//vM52pi3vtzG/q/dwRh0rPEF7l1/BUR9jUEwDxwb5cr1qe8GlSczCLTKSwYfmpdouHGpjaPtyDqOLQp79PewHUGqOv/lL0Vx222Dva5xaWx7iXooLT5d5BrdslcYdo6o6b/UUo8uPv7xjxfHHHNMmnPLL798Wu/JRfLHehF7xu20007FlltumRgV445h911Gf5EjRBlTwmZt9hrgJaOsqkZEaVaVRsWZng7GPu0S3g6UBh4/ShaliQd1/fXXH9j1O91TKJgUZQu3dxSNf/zjH8nDG8ao//MAu29KJgXQcZRmyrDfhuHh2Dje7xk2jqP0Or/fKu8cyed+i0IBFFXnc33eQr/17prBuY+S5tqSgk7h8iyUTx5o13BsIPI4ykaoz1w7qCje/R17SDk2DALP4B7jnK7p2Hhex5YTyx0byrl7c2zk5Lj/8n34O2hVDAjHevY4r+8D/o6ojTZybCibjms9NvrOtZ0zrus3+iByP3zu5XMbZNq7xLNHuznWZ+DzcrtF/5XbLaIA+qncbg/nEvx7sv8cG23o9+7f+eJYv40+cA9RtdF9lY+N/og9f1rbzf8j1yL6o3xsuT/8P8amNnNsXLe17/w/5pA2LveHd+N2ENTfQaGdvPR86IGK35BvnAX6p1wRzDhjHA0b7LFVVnk4SrTrrv2/nvlnDJGZxoJ8zWEYhYNc59qBz2nTTf/3t+pxr3rVq5LjhMPD3PTiDEUDlNMqn2iU6KZN7buM/mKuibqW3JoBLMQmrUndS49OxsOLCcOBp5hHnfJxxBFHJDrGKIwbCpRFgLGHSjKMkqIUPd77V7/61SOZuBo0lVHaCyYjo64gq22TIDoURmXdwP7++MeLYu+9i+L5z+/fdaxX1i1ydYMNNqhlUZ1BgN+EMSQo3vr4IsQf/vCHk7FsLWI4i1KLinD8iApnZIyybZApcxmVYPFQpU2lGpQcyf/f+973etp6QZ8aNEwQwp/Bp8oOmtEwwFgQEWiawVC139CjIoow7kBTUeVr2BjWnBs0RMVQ9UQxRwXT9V2U066aexZVIAe5iTVR94EPeJben1s0CI0TxVJkk1Fo3Rq2MTTMOYcu9+pXt6/st9JKK6VI6p577ll86lOfSlVm0WTf8573JOpllXLuo45xkZfjihz/y5iRULA3SuQB9ApBxxkWJCVbFFBO0EzQw9AFBwXKi9yfddZZJ9EYmoKq/cYDacNfibvjDs4EyuewqzYNe84NCowDZanR/ppUsGQmfYdKSLEV8d5ss80qK/8MRpFyeTULLbRQygUTKVAdUt4huchpo1rfN77xjXReRWlcT0EYRqcIg9yyyMlBu2L8o+85JyomuYqa+da3vjXlsT3pSY8tLr2Us23e4p57fpSS+5/5zGdOFoYQrVf4IKiePreNgmdEB2XweXc/ohkMINXSFI4Q4VAOe5FFFknOPI4vhpLzMpDcp/+jbIoe+SyoxTzK/s+I9v/YDoGX2T2iJ3oebeZ37jNorVMxDIY559Dlpiqs6r5b710bMSTlPe61117FOGNc5OW4IhtEGV1BEjqhKCHTfg29hNKnw4aFFFDnLKjKbPb6OTshFqKm8ZSr9pu8hn5u7NskUBwpWRRDilwoUvo+8n8oZf4Oj73xEcf6jhIY/4/fxrGOc3ycq9OxdZhzg4DIqzxIG2VGW1NktQvlNvLv/F/b+M5xEV3xt/b0d+ux/q+dy8dqf0pyKMzlY/3ed46hiHv3W9drd6zvXDvy3oL+Vu47v+WoQmEmu6JAi7zION4xUWUzxgXE34wb13FeVLuIGhkzXr5zX17GrndGAePE9/IOfcbpEYq1F0MqxiMDiyHD0HBNRpfvX/CC+4tzznll8eCDl6f8OAaM75W8Zgh5DkVaXNffCiEoiuDanAraSIEZhq97UpRFezkPma6YCHA2KTWtIIv7UUFNcRNGkvtmwB199NHpWFRDxpVCJfpB1VXPiCpuz7j11lsvFTNR8GXllVdO15Fjy4Dafffd0zlsdsq4s15iIHB4cbxFcRTPv9tuu6W/Dz744HT+j33sYyn/UqESxYxQuNHVPJOoDbhHRqZ70NeKI8iJYvwpNqIYynbbbZeekaGrX9Zee53ihz98qLjvvuOKxz9+iXSsAgo2Xt14443TOFFMwbOST/rUeT2/MXLboKtf1BDjIi/HFc3SvDKGDjQfQpiw7TWG7S0vg2Jh4bRAWRgsEv2mslHWVL9rWvJq1X6jxGSoqnVbUjx4vSmDxpjkd4qeCKXIK68sZYlyRDESMaTUUMQoKJRKG0VSaHi2KVtyIyiJjE7jlUfezurG79vf/vaUU2IM86LHsXXah6ufoByjwmoLyjVFnyJM+d52221TRUbKrXmv2pY9W/xm7bXXTkqlancMFRW3VHBjdNjAUtRBBUD9ociM/tSufkPRVd2OcaEvREYp5mijitWY74rTwK677proXfrLfHIuyrVoijL8+hSNiWJqLyHjoTzvRL/0rxfjgHKsup9n9EyelzwTIaOc+9wYo0y7F0qzcei8SjNT8MtoLaBjnHaCa5fh/J1gfMOyy9rmoSiOO26XAsVfPzGIRJGMZcq/vggPvXtda6215thw9xnPeEZqd4YNg4vxxWDyW4aQY5RM9ltRwiiwoQ8ZUn7vXAwh13SM9hBVMj4UmPFb96TvwHxccsklJ6OOSyyxxBwRSPOLQRT3bByIsAEKejl6pz+jmI17c68RaXOOuCa41ygD7pnddxRaYdiUi4eY82SHAmlPfvJEMd98DxcwAc8ZThlgGIZTRR9oF/PA3DBvGKjad1xRJx0lo/fIRRUyuoKFwQanPFDh6eoVUC16XbmuF6D88Lq5t37SbSzi3/nOd1JEqklGUdV+4+Wk2PHajjPMHYqy3e4pLxTtyN2gYKFOUlAoItqLAeMYL0oQhdqx6Jz+T3GJYzksKMQUIEqSc/meMkX5jYiFhZ1RJi9giy22KEYdIjH2VjH2GDzaQUQBrYxhw6uv7Wxqql154xk5qm/pC9Quxo6CJxRjBqj21l+2ImDMOpby6Vh9QBlm0FAiKdYveMELkjEswV80Qd87Vl8tvvji6XPfO87xDGKRAsdSdhVccb8UaeNFGfGYd5R9hpcxot8p0wygUKaj0qPj/N53EfVxPc/uORkQw6IUnniiDXRFZorawPzSNsYKg0z7NnWdkxqr6OK663b3O3Q58gL1cfPNN59jH6ZxQ111lIzeFFXIBlFGV+BBQj/hJVNcoZeblNVV2FBq7KPyhje8Ib36BYqv0qc8yU3KIarab/vvv39SOFdbbbVinEH51tcUjWEb+l4iBuMARlFdq61VBcNGtEqEgCyOeceQki+jTHJT8fvfF8U22xTFSSeJctQjz0+ulBwqdMKmr3M77SRK/3BRhSoQYRS5ttbb74siiZbJwB9X1FVHyZgaucpcRl/AQy3BlsKOPhKbt/UCdd34jQHIi45KQvHAZZ9tJSbKmU08Y38c4IHWvt6bhKr9plqRNhx3GDux784wIcqAtjcuEHERgW0yRPxEqMikmHdoZLz3sYluU4FZxu747966QwFqIZoYKBSB3iaC2EsMY52zlZqA4X/ZepMQ6ZQTXC6pLXJ4yCGHJCqotiCz0XY5E+QW9XLNbxrqqqNk9Aa57HZG15CPII8IrQS9q1e7N1vs6wpUGJQSBgyevjyOmUYHGELeeXolx4pAWYQoqBtttFHy/jYJVfsNLQjFaNwRNKphIzY6HRdo85nO22EDnQ7NUkReRG/ppZeenHdoXJLiOaiaDulGF17IaTCY60WREWsY2X7zzTenogm2X5Bb5NXr3NFhrHM336yK6sNlzstQeEP+mbw3kMOGlsl5gGaLsXDYYYcl2qbopCikHLZxRZ11lIzZIxdVyJgRUAhw2CXQ7rPPPuk1W2WXwkJprjNUIRId46Fl1PD0d5NoyRNHgbGo2P2bUoq3zzCinCo8IPG2Sajab6oo8bYuK4N6jCGPow57elAAx8kgMvYUJRj2PjTdgiKKshuV4cgM1F25S5RZjilyqbWYQROhiJfq1nZ0eOc7+3cdRQLQ4UBeGHoc77+8L44peXZkexQu6CWGsc51KretQILoD8itk6sWUWMV9hjZyy+/fCpggfLMUJQ7rL36SR+vK5qgo2TMHNkgypgxVN85/fTTU4Ui1YIUXJhq/4VRQSQd86ahHCgyUbXyDkXM7xlFUcJT8rZFRmSoacZQt4bAIDd9rCsoYHKphg1V6szZcYG5ZZ42zSBC41LAgSKGrqt6GioXA0mOh3nlfRQMIpBieOSRqtW130B0NhAJirLqKrippqcEt4IYFHwGM2rvqIFBtMIKj/xcNTrFIowhzAWQ4ylXBjXOPLEpqzFHZilKolz3cccdl97HYb3PGB/kogoZs4YKbBZjpbht2Nrv8tR1Ae6+nASeRd5Ei8t0VYgsLLyOTVLIegVREe3T9MT22UIhA/keaE7DBMqmROnWEsujPF9tLknhHRUvL2MpaLyjpMgrZKay9+te17tzKi+tlDnZq+x8oGkGcrf47W+VdS8KgaB2j2k/JJX0yGWVuMhpbA/UeFXlfCeXiDHEoEQjjOqHn/jEJ4bxSBkZXSEXVcgYGAhOJW0l+9q/Y6ZQrKFJoNy/853vTO9KGB955JGTu6lPlQsgYVX5x1FB1X7DvxYNG3fw7PeDitMt0D6Nx3GBeUrxpcw1HZH4zsCjxI6SMQSrrloU553nOWffTpwPovlAPqMXljFoY2jQ61zQ5To9Jpq2DV+32WabxPTYeuut0ybGGCCiZ4xu9G65ayKRcow8g03aIwdrXNA0HSWjO+R4Z0ZPYMdvAtRO3AwDPPduMZPf1AEW1Le97W3J246OgX7QCaJnFGJUu1FB1X6zMaZNR8cdxkhsMDlMME7rUO1ukEAHGoXch6Ceynkpb8I5KlhiCZU4i+KWW2bePuaYXBcV+BjB5t2WW245uTHqsDDoda5T/lAVkA+2gdBm1113XYpqy39V3h0FVR7bOKGpOkpGNeQcooyegZdJ1Zodd9wxCU/VaRQMqIomVyCTm+DFGJJXxRvN89bKsZY/JHejDhGCXqFqv3n2cSrz3AnGybA2vyxjiSWWGElleiqQR6r8dSOX6gie+aWWWipV+RxFiGZElKhK1WsFABRDkAt09tlnJ7aCHBe0LhvtvkilhqJIG+YOG4Nc59jNbJatt56Tts1ALOcxqiqnYICCN+U16+KLL07tak+iY445JlEN5V4ttthixZVXXplevS5LXmc0WUfJ6HGESCIdgcMT7qU+vYkS4CXnLS+/lBEu40tf+lJSCHgXTLbAz3/+83S8XbVjH4CAybfnnnt2c6sZQ4CiAGeccUbqV0LTngUEZlUM23PXCxjDKAXGs4WkHSzKo5RHU7XfJO9S4sYd119/fTKahw3RulGiblbBDTfckCKV8kmaCgUBjj/++CRjRhn2Lb77boUQpp9PqvDJZWUoMoBe+tKXJrmEThjGUF0wyHXuxz9+uHLf4x8/Z+5gRH3k/Kp8utJKK6WS9EqOtxoA6OA2Yd97770nKfHWerpgHaplDhKjoKNk9MggMjkOOOCAlBRs8kikl2BXDpvyIPA+xOuggw6aQ5BLwjv22GNTmWHh11bqCGMINzqjuTAuVlhhhVS1xi7XElmrQEnPUTCIVlxxxWKrrbYqnvrUp6bS5MriloHPzmgcFf511X7jPLGx7bjDGKnD5rtPfOITxyqHKNYwDgle8qZCFF5ex6jTd+aeuyjU+zj//M7H0CkYPyJlm2yyySR9mV5S1yjgINe5dnS5ddZZJyn2iiSgxCmtjdnA6JFHpEgQlgcdjaHEecco2nbbbSejRyrP+YyzepwwCjpKRo8MIvXo1aongER5eBcs7FddddXkMahAknXjJZJUFl7KWppE9rGJ8pdlbLbZZolqlTfAajYYQvZ6ECEcN54xoCIx9iWhioqWFTC8f/u/jLpC04obb7wxbXw47kCXo4wMG+iLoxSprAI0IfmOorhNHj8S30U/Rh3vetfDm4q2q4NBtioqgR5HiR+X6qazNYjobGiF9Df6GAeBIgqc0ZyZKjAyuLfYYou0Rq2//vrFe9/73snf33PPPcmZZ/sA7Z6RUYx7UQWJ4co1UvRQ5wKS6oVT8Up5HspKH+No3XXXTbttC2uLEPFSlvGhD30oLVrCsxnNBm+S6IhKNcLy09FUyuNoFGCh4bVEHbThHcPQQsMZwAPns1FA1X5TjTBT5h5GHfbvMBbHLaeLI8JePk2lCqLhojUpyjJq8rIdpPwst1xRXHDB/z6zPw69wpYH5Y1EZwKKvVLSzolKycj68pe/nNpXJF9uDcee7+UpeRdVveuuu1JfyEfrdm+1QfUbxvaf/lQUrfuGm/ciQpzaUhEwfuyJxyBCgzO+vDj00BF95hisB9TEDTfcMG1Gjn46bjmI4zDnxhldF1Xg4TUohFp5Gi644IJJXuWaa66ZJhZjhyK8ww47JAHyhS98YfL3e+yxR6r0QiFoNYZAyBstTzTKBDTxMpoLexN5Cb/bGRwdkleqHZqqpEwFxRVw2HGtzRULuFLdjEQlTkdh/4uq/bb00kv3/V6agLvvvjsZx8P2ruq3ccsBwDywr4pnb2KEhUFHEbd+jqK8bIf3va8opCJ/6ENF8dSnFsm5hqWC+jWTIgmqK8q/+vWvf50MK9RuOc0cdv42P9Ht7O1kfmhv+s6znvWspNco2y3/joNH3pJ5zMjgCFbIYToMqt+uv94m0Jwvc36+5JJLpnVIHmNsBC56z3G37777Th4X6zQanTb3PWPQ534vbWLcMC5zblzRtUFkAvEMGBg8bYQS4cAoUqc+oLqLSBDlzwJUNmymW4iWWWaZJGR22223FNrNaC4YtqqqoUGefPLJybu08MILtz3WAiQMP4oQHUVLoJBZVMyfUTCGuuk3Cbkix0q2jjN4ZylQw4Y9WeSjjBMU7bFWKfrSJFDWKa2UUVFWyrccDp+jphtPFH1efXOMwR3Gwgte8IIU6UBR9zsRDYq+Y1/+8pen7xhaoh2O4bgQDWEceKk8JneCEswJKg/LvTDKUD9tDCu6gP7+5je/ORXSQZ13fdEbURf3vcACCyRGiWu7B/JPhIbxEcd5HgwR36PCocG5x0UX/XNx7LH/Lj70oX+nc7iX73//+yl64fehk3DWYq9897vfTc8qGs/wkcvp/8pwax86i/wY9/yud70rPVfI49i0txwNcJ9ejvXcruve6DUcvpxeqrQZV4y1qTCodY5B1K7ctvwqbaR8tvWZk5txs8oqq6TcIHT3cqoDXU7OK7mtZD1H9bhilHWUjKKYa2KWmd0EBKFwwgknPOI7gougsYEXI2cq8NgQKkK0coxspkYgmahodhLVp6s0F7vRfvrTn04C2Q7sJjhBaSG0kERlO3kcFBOCNIQEIUq4E7CSNC+88ML0XQg/YWN4//vfn+4Ll5bgsCke4xAsEJ5ZBAA8t5A7oUyIMw4sZGFcEtpRiU1bEqoWI4uJ+3es+9TGuOOxwZzEUccJ91vE7K9x/vnnp0VOlM7xIjLAuKSIO3fQEm0wZrGzuFEQIllQm2svEx+cV/9Z8Cy82u2SSy6Z9DTxnEVeiAXmW9/6VlK0PJdz8SzBr371q+SRQhWzoBDEFjQKmeIDnkcUyTMSwHIbrrnmmvRbeWvKeFuwRRXxmdEbICoJORfoC/fuesaAfv3sZz+bvkMRMA70M+BLM9Z5CEVyLAjOazFecMEFkyLhecB40IeOd/+rr756WggtqI5z7q9//evpWB5EzyU6Co417swHz6ctjXN9RPmgyESeleo/+sJY5pFUGhmFIxZqCkMUaTAnjAfKjIVYP8fGceaQ+9RuYNyZU8aB9uKoiMgtBUFb+R4oQBQeComxrP3POeec9B1j1vygWIBF0hj1GfqEe0KlJVYoBsYMagugmWh/88B88qzmjWcy9ylMPK5AsdLflDWKihLm5mPQvNyH/UXAIq0NomADw9MY1a6i1RawqIZJBhj35iQMQ0YYWxREzzZMGSGPxrNqzzrICAormBvQTkaIssKoywhzkhIPZIT79XyeWb+5b9fxt3YzftyTa5nbrmM++t7+cK7jb+1mnjjOvPN85pz79bf57vzOpR2MUXNIlES7endtx5qLPvN/88H8NpairLljjX3vxqf/xzW0PRjv+tYcN1ajv5zDGKO4mwN33PGL4uabX168+c2/L5761HnTfDeGHOtejXHvjCf3RZ/wHJ5BOzve/z23saAfGUW9kBH6jDHnXO5bG7tOJxkhp1Qf91uP+OIXf1m89rXzFGus8UgZobCV+arfyQb34J49i/vXH9oXoyfGd5YRn03tLzJYRxnRdD3itttuS9HZ6fQI7W9+kzdV9Qj3gZFjDpeN/Z4bRAaDjlTKsRUmqMZ1M4RBNwZRLLQ61GTtxiCa7qEzBg/cY1VsRIk6edAIEMJ51EGJI+QoYu1oo01D1X5jSFDQRiV3aqag5Oh/ZciHCfme+sMCPi6gVDIKVcxqyji08FMOKFuKDnnvtbykTFCKrMGUuH6DMsYwoKRQdgKU9ogcRW4OpYfCeOSRqgTOVay55jzJqKcYkp+x0bHfRNtEtIehhGWCzu/Z+hmVd+8UVAae+6GYUcYor2Qfw5RzgIJJ6fN8xqD77/VYVKpcheyjjup8DMWVocfwcW+UcVF87UqZNebIqVFhMvQC46KjjBqq2gZdZfYqkkBoMl54/PzN8sUtZfHus88+yUPqe8LOgs8ins4Y6gRVUEQ5wkLOaC4IW541xnEn8DKPA8wHHtLWctxNRdV+C0rPuEMb1KGoAiWIojZOaFq5bcn9EU1ANw6Fv9fy0ngUQaMcDwIiGhSTVnngPijg3j2rl78Z7h/+8LzFZZcxhh7OzWR4hHLqbxHT2P8QRKZ46lHARET7rdi7Z/OJYcTpwdvNSy/KxrPPEcYA4c3mLOYkpC996lOfmoyO9QoC1f8NuKZ7iWi66JkxxcksgsZrr11ED+hyokYi7tgcdLxsDI2njjKu6MrUFSZj5NhfiLVFseMREe4y+YX6TG6LjtA5z+Ouu+46KyV6vfXWS5GFjGaDB0yJVDSFTmjdkHdUYeH+6Ec/mrwWIqJBFWoqqvYbT61QOdrUOIPixFM8bFAYm2YgzBYoVkHvrDust7z0KC489v2Ul8aB6wxqE1M0tc0337yr38w/P6pNUWCCl6pAdwRaKh0lHDGD6HN5OcCoCNqTyBWmjHcUQEYaehw6j+iXz9FyOcnid7MFhtPqq/9P7hrzjCE6GnooKpa9AlG/pBigozKQUABRl1DuysZ3xnjpKOOKrgwidKdOYABNpexOB+Hlduw9uUnt8pMymgXKf/CcLQ7tPORl6sSow7Myhig95o62aSqq9puIBD7zuAMlWK7DsEFZ4xmW/yAPoQ5Rq0FQXnjwm/CsojXuVT+1Qy/lJYMIvWyQZYUZ5PIputmTa9VVi+Lgg+WBPbJ6WivQ6Thg5PBoS3kWw6haK8oSkSwGkJw8DsKgyUk7EJ2h/4hAcDB3qsRaBeq13HUX4//hv7Ey7BXp/GuttVbKH+KUM7Zcx2eocmA9kj+SjaH2GCcdZRyRyZAZA4HKQRLyVFhTmdBCJXGVp8piQSGTgD1OsPCJmknGbLJBxKtYBfIFMopETZIk362HvNcQpaKU8RqjOUvcDkOBt5rCJD90lCA5mFNm9913L+oOuTy77LJLR+Ot6ryrAgnVZNAgS5FTvI07zoGqBqr002c+syjkYlepWi/iZb9DxThEZ+SPaTdGybA2cm3tNwaTRHGpASJF+kEkU4L6TICJLZImwBNJ+HKwJL+b4+3OK7Uho/u+yxgt1N9NljESEB34zGc+kwoqqCzCS0UhQ7VUPYQXT5UffHkedMnD6Jl+U4cSxf0AQ1AFI9640047LRmLTURUFJsOFO+oYjbOoPypujNs8Ja7F8U9zLnjjjsuVXyT44CqJV/UvJxl3Z1agQEoH6XOoLxS3A866KDJKouzmXdVIFKgXQaZM6IamoqQ3V5TlEgBwarD0nOpmijnCFOBHIrqXMNAp37jFESlFi1SfW6mJfHR5RZd9N9pH0jbXYj6OSeq8kyNrIyp+y5jNJAjRBkDBW+dVysIf8bP+uuvn/7PS6ZCj7+F80UXNt1000ZQXboBAxFVRYLxSSedVGy00UaJ7z2KsMijycgNHGfIn5gNJabXEAWihAdtjvOCkYRqM2rOCBtnVtk8c5gg/xgJytgOKqdHxHLQspXzy6tbxGajquF3k35pXNvCA0WUYRzrTJ3gvhTP4IxQBVIOdbeVSL/xjb8Uv/3tRsUPfnBBKnS19dZbDy0alpHRJGSDKKMWsDDxYKHWlaEijkIdqC5Ku1sgRg343BJa7Z3SRIOvKtVR7thMFKBRg4hgXUo+R98Zgzz2Zdi7Aq3plFNOSZ5lFE+5GOhGnqFORl1VUIZV9JpuX7xhAEVRlFz0UOR4OvSSYqwKW2zkOkjYl8R1GeBVIaAkSmTLnpnUo0HRM6ZFjuxvNmiZO12/MYDs78JRYW8++89UKYWuwt3tt99bXHfdz4sVVpi/OOGE67vKz8qYHuNG6x83ZIMoY+BAwYm68GXgk1ucysKfgWRRsEBst912iWKnOo+qOE00Hlqh7KqS9erjo0s00ZNXtWIagyijSP1tbxkGR937TiI6mqPkdzl/KlaZk37nO1FcCjzlTfUsc/o5z3lOLQ0OUEEr8qXqBmNCVK5qpbFeVipUlnkY81MS/0wMMbUfTj+9KOzIsdBC3V9XPqucGvlk1pNBokq/MdYYM6qa2Z4Bi6DVYdEK6+Otty5Q/OpXfy3WXPND2RjqA+pQHTSjf8gGUcbAvaBR3pUSJeGTEuX/FAKREtUMbRRo93C5NSqTKRWqhDuaw4EHHpi8ZhYIyheevQVEydNuPI3DhmdkCPEI2m25qQae/SrQe6YDw9ZxjNlxhuRufd+EvlNVqVxZacstt0zbLnBqmLv+z8Awfp1HFTeUTwniKHiAJumZ7YJeB4pqHfMoRN7s6G5fGHKvl/NuOihJrZJda3R+EPjEJz4xo7wlotJ+wuefXxQ779z9dZWbliBvbHKyqfQ5KFTtN+sB49gGquaVfD7l1zsZkJwW//znssWyy96VIxl9Qq/mXEY9kQ2ijIHC4scjR5nCkwZGzFZbbVXsvPPOxS233JKULImgKu3Exn0WMPtR8dCo0iUxljeVsoZ+hAbDQ81bLZpUd8jZOP7449OmgRSgcdgAz34gDMBxhw2KX/nKVxZNBOdFObLrORg7jIwoJW5uKinvM04OxhHljlfePDbWeb4pdua3Tbw5OEDO0lQFJzhUYvPNH/3oR4kmxKFAuWVUqCbmOv4vV611XlFm6qjQoAPbJ0f+yKBlASeTDdCHVZKaLPTebannt7/dHjtFcffdtv2Y2Tzca6+90npiz8Q6jou4T/PI2qgKneIQ3/3ud5MsxSiIOXHzzT8unv70hYvVVx889TEjYxQw18QIlRAKGhZBIUk9o95QblqxBFQNu3grQc3I4UnmyZWrUDVqQpHaZpttUnLwN7/5zdobGHYKV7GG8ibZt8lgpFap3OWZKcndJgmPGlRZFA0QVWlK33UDS8oBBxyQvNvmM969KnYqXnmXr2JfFHPbWOChF03i1GAocRIwDhhb5rHzUQj9X/U73nwv1MMwqjhPKLbymtDhRJQ5GkSjy95/ZYjRtOqWi+jeRdpUQxt033FAibIrNjHo/WfIbdX0GLTLL79817+/4IKi+OUvi2KLLWZ2fZFaERhV2D7+8Y+n6Ga/c+Nm2m8cAAot6C8Mi6OOOio5mUSNGEnnn/+T4iUv2av4wQ/e3sj8viagH/Iyoz62QY4QZQwNFCPlTw1SAt2mdMqwzgQUKIrP6aefnqrq8BDL0bDnUR0VcAsx5S827GsyKBMKQlTdFHPcYVEVVWlS33UDhotqXowVkV5KNqNGFEiJfWOAE4AyzNBRTMUcVVhF6XmGkfkRm1SiAsm1U52SkUXZ4zRB8/J/USIRZ8cyrMwpkRabzvpOYRbef9ckFxxbt7wmsqvbTVF71Xf2nLr66quHshcNuc2YnWnlSalgH/+4KJfCPN3/XoTFOHIPCloYp2uuuWZfHWrd9htHksJCGBIMNusb2vEee+wxeYw59da3zlXMM89cRbaFmiUvM+qD5mtjGY0GLzFjCCgrs4E8JAsrZRNlB+cazYByhnZQJ/BS2IyvLtXGZoOq/cZYpXg0Kc+rHzA+FSioA2Y756ru6E7BlKMSeSqiw+aoRPBQPsu/EUETyUGn4jgQOUG382oFQ6q1fLJzmfc86J/+9KfT+UL5rlPhEsaf5H7R8LXWWqsrRbyXfccoGBZWW221Gf9WOhij6MILbfw883uwBjG2GYYiuP1sj276TdRwhRVWSMYqBgRjqF2Ewjp6/fVFsckmPb7ZjIHIy4x6oJlZ3BkjidnuCfHhD3+4+Pa3v50UIVQd1Dng0dlkk02SJ7ROXmEe7FGgNlTtNwUzwvgdZ6CIzkYJ7CWGtQ+L6PCKK67Y0QCwVxN63cILL5yixjOJIFASOR4UgnjVq16VokeoYRwlyomDvEO5fMNSdETGUAoViOk2KtGrvkMn8RoWREAYhZEv2i0w7Yj6e++d3X0ssMACqU05qeRUMab7gar9poIjSrWI5hZbbJFybDvRtaRm2td7CHUxxgp127cqo7fIBlFGbdAtZSSAcrfffvulRcxi9pr/bk7h/ZBDDkleaAqQY3Cwhw1eb8Yar98oGERV+w3laRi0nLrh8ssvr8U4nM2cGxTwvmc7RxhG8pGUMWaIKv4QhRucX8RoWAaRqBV6oGjYsPqO4q2S57Agh0z1LqWlZ4KnPIWToSi+/OXZ34uCPOiLopfonarQ9RpV+o1xaL1C+0YdlVM7FUSHYsPajPGVlxmzQ54+GbXBRRddNKPfqbgj4nLMMcck2oO/AwyknXbaKW3sSvHZdNNNk4E0rLLHFn5RLInjEonHqd88t0T4cYccl7rktc10zjUVjCtGUVSifM973lOsv/76lTa+7AfkWanypqjMMPpOzox8rKkq+/UbIoGbbbbZZJn2mcA+tgyiXmwToz3koMlvk7vWa0zXb/vvv3/awJoTT/W76YwhuO66ohiR5aTWGDd5OW7IBlFGLYGucP7556eN86YDShzjQsld3l8e+NakdR5Qiam77757qs4jWjEMCp1oFm+wik7jVq1GJS2G6bjD3lkUnox6AF1LsvQwgCaHHjisvbnIo2uvvXbg1eVaHQSKBcymkIEAlwjJ177Wm3tiINooW4RItGhQkPN68MEHp7ZQgbVK5T11gt3if4kRGRkZM0Q2iDJqg6C6gfwanGn7RNjXZDqvL471kUcemSI/nbjoFhn7HSm9a8GToDroqmeqaNVlU85+9NtUWHrppSsfO8oQHarDJqWQ+6NIVK2Z0rV6AcVVOGe6rTzYi74TIbIvHINkmJDXZduF2UAVe8UVHnywN/fESJSDJlLUS+rcVP2m2Iq1zIa1VUuw33UX6qfIVs9uMaMDsrwcbWSDKKOW4BlbeeWV034LVfjtjB10uDPPPLP45Cc/OWXegQRmUaXzzjsv7ZcySMihoYDIIxo3UPyiytg4w34i9j7JqAcUYRnmnlCiU2i+wyhJT9l3ffuDDdtJ4B5msy3iAguoNFoU3/lO7yJX5LWKiAzWH//4x7O6v+ng3KrKYUYoClRVVma6XEZGb5ANoozaoExNsDjiUp9wwgkpIXoq2IxVNElp3apgEMklktciajMoiEwxxETA5BONAqpSSlTzkqg87qD41GU/pkHSgeoKc/JrX/takiNAAVZ9LqqMKcMssR30G2ouhRUoyp///OcnizKghYpABxwbeSiKF9gwNuQNo9j39mNSdrvbcuC96DsREBvZDru4i5wuNObZ7v/Drj3vvIdpZL3K8RKtMWfl9NhQeLZo7TdjaJ999knVEFVDlTN0xhlnVD5fNogGhywvRxvZIMpoPC655JKkbIj8UC6qAkfcbvaUkkHBArv22mun6lIUsHGKFFEabZQ57pA/Jpk/ox7gdBG1C4NI1MT/7X8E8t5CEWIQ3XTTTSnXA2waq6BLGEScHGEsgfPGscpL33777ZMGkWv4TmnlZZdddihUWvfq/uuA3/72t6ks+mzwilcopFMUM6hRMSV1jlPO/mlf/epX0332EqKT8oYAbVCEqOr+dIpIYHt67oyMjNlhrol+xoAHDHspKKMqUZTnK6NZ4JGdSbUjOUN+Z48b7zy6VcvI2sFeQvPRRx9dDBIUK4Ycg0yZ13HoN55Qx9mPaJwhSkbZft/73tfYOTdKOPHEE9N6scYaawzl+iovUrSNB/szDbLvRLTITfs9DRuHH3548a9//StVBZ0NsFHPPbcoDjoIlbpnt5eiRD/96U/T+0z2xQrQTxjQaIJYEPpAPquKcjN51ksuKYo995zx7WR0gSwvR9s2yBGijNrAwjBTDx76Cc+7Xb1VmasKEYtBKeg8wD/5yU/SRnuoF/bf6DaRusn9pp/w8scd+l/ydJPn3Cjh4x//+NCMISATGAKqDw6670SwlP2uA0Rg1lxzzVmfZ8klFScQgSt6CnQ+0T0RnNnIbVVON9poo+KZz3xmiih6ZvmyM0Gmyw0WWV6ONrJ2klEbzGZhtpdFcPm7USwYUGgrNsr88Ic/3FVUioL/4IMPFl/60peSQsML4Rkou/KTeF533XXX5AG+7LLLkndpl112SYspI8w92x19XPrtlFNOKV7xilekNh9noEnWxSCqizI8TJifqKzyeIaBZzzjGSlK3W3p69n2nXHIW/riF7+4qANiLygydTaOE1GhyCVaZJEe3mBRpG0drBeoj/7fLch+jjFl90WFttlmm+LZz372jO+HQbTccjP+eUaXyPJytJENoozagAExG9jXp1svq0VNfsAOO+yQFCKKKi+gnKSllloqKSpyjBRf8BJRUnkI3eG4445L1DdePsfwttoP6U1velMSnJ4Hdc8iuP3226ffWOzf/e53J8rFqERLqvabQhnjTs+Kgh6jMudGAeauuWkzzmFAZTEVzNZaa63iUY961MD6jlOHcj7bQga9BFmsKIU9eLqV5WW8+c1FceaZ2vbh6nO9gjZ/wQtekBxgv/zlL9P/OxmbaLGxvxI6oOMxA5yDYyjyhmaK3/3u4RLjeUuzwSHLy9HGaGhkGSOBYWxOqLIPZcgO1AwcUSYVl3bccce0YWF4bikqKHm8ubyq4dXzHaqHCkm+a1Vo7MAeUFr3K1/5SlJ+LPajIlyr9tvmm2/e93tpAlQYFE1U1GPYGNaGoHXCEkssMVRDfaGFFkoVzES3u9mfarZ9pzgApb1Ocsg2C6Lns6US8zWtuOLDUaJtty16ClX5GG2Mm4985CNp/QiodCpPgcHD8cGppmIhmc/gtvWA9cJaMlsEXa5G9uzII8vL0UYuqpBRGyhJW3Uzul5Csr+ojv1I1ltvvaSU9GNfDhWdeIFFoeQsyB0I3nw3nuGm9ptiF8997nNHgiY4G1CmeJiHuffNsOdcxv+ASstAFuFG3ataYWy2fSdiIaqtwl2dokS9ggpsG2xQFIccUhQVa+xUhggQ55kof+Q9acuTTz45UeowCVQPJNf9f7XVVkv7z/Vyzu27b1G84x1F8YY3zPpUGRUxLvLyS1/6Uopu0otGAbmoQsb/b+9M4GUq/z/+lEr1U0lFREUpSxHKVtkrEkWRUiGJ0KJFWpBQqV8iLUqWbD+ttJPsFFqQyJItLSKyZWk7/9f7q2f+c6+7nDNz5s6ZM9/36zXcOzP3zPKc5znPd/t8FZeQKscmnShRoowhQFEOyV4rq4qHlgV2/PjxEjkaPHiwSP6GldmzZ0vULd056aSTpKBaCQbU9yWzWJroFI4CeiGxoc4r2MDjDAqaMbR9+3ZZE0kljIcjjzSmcWNSIo3vYLgSLbjwwgslIgT0kUKBbvPmzVInOXLkSPP555+bZ599NmIM+QWpcqi5V6zo62GVNGfLli0SMcdR++ijj5p0I3Xd0kroyK0BayJB/pS0hnr16plt27Yl9LUwjJCWJYWOVBmkv9mUUMdUo0YN061bN9O7d++UaQLndtyor6pQoYJJdzCI4qmPCMucCwoYBtyCICpgm8Hmxdgh9+9H6lYiVBjp74QDJV4wiOgF/a/N4it8fzi3rJOH1EeMOCL/9LZijj+J9ncC5hyto+jW4DKYqPhE2NfLfv36RRpJo4aYbmgNkRIYSBlJFhgiiCaQ402kpk+fPnnyuqRcoDYHCDFgILEg0ReJWpPHHntMPMiIMfAevXazD9K4aTPSA7CBImWOjvTpPOeCAulMXhXe/IY5j2fWbf80P8aO9e7MM88MnJMCBTbU1zCM4oXynrp1SQEy5sYbja/gxEKUhzosIkPUFPHeqYMaO3asOIASNefwlWVzeCWBhH297NOnj6R6EtEM+2fNCo0QKYGB9IJkwobkqquuEq9fMsDwQfp74MCBonLH+0DggQ73tWvXFg/yvffeayZMmODLZiGvxw3ZbTYNiYaCbOojNmzYIN8ThiY/0/cJVUD+53FSW/bu3Ss/49llY0O+P79z4zikFPG3jIdVluJ3cpKJJPIz96HWZZ9LYTU1BvzMcUkBomCen7mP9xCUmrFkz7kggFKYF0PEbzjnSJklspCdapnfY8cGHkOovN+61D44C0g1Yz5FixXEA+IKU6Yc6E3kNxhEqPVhXKIkx5qAUE92xpBfcw5BhUqV4j6M4pGwr5cFCxYUFdx0NIZAI0SKEgViB3j3UADDMKGw0A/YTJN37jZfn0gQXeu5sXlhozBp0iRJqUH8gY0ThhHHpP4gr5rLxgNGRV4oWi1YsEDqMYBcfrrLYxRhAJGWyIaLdBaiAqQM8T1ieBLBoq4Lw4bn0yeEcwH1QCCdcsyYMXKxsLUDa9eulU1Q165dpciabths5po0aWJGjRolRi6bIyJ8pGVhSJGfHSRlr3Tn1VdflRQtmmX6Nd+9wGtzLublOcE6MmPGjLh64CQCnBXMQT8j4UxfmrViFDVrZnyF2lPWB9KLWIcbNGggHvZEQvrf5s3GBCDArCihQlXmlMDABpMNZTLB+CCSQcoGxsbbb78tm994ICLAhtsWcOOBiaeQmQ0+kQa+LzbaqBwR4kYOlo14Xnt93Y4bghE8L9GbTqIzRGlonkhkDQ8ukSCiMohm4JFnnNmEHnXUUWKk8LvtE2WfywaV6A7jxwYNsQ2ey+8YOvzPcxlLnsv3QFSJNEge53eOi4AG/6MuyHH5DoLSgyoIcy7ZYNR+/PHHoh6Vl98FEaHly5dLVBqHCediXo0dBv9XX31latasGbjeYPE2Zs2KjRuN6dnTmGHDcDb5d9wXXnhBrhWMAwqiAwYMyDX6G++cmzXLGALt998f8yGUGNH1Mtwqc8G4KiuKpAF8JTU8yYTNbfv27aV7O+/llVdeidsg4gKJfCUiChgt5O1z8ezcuXMk+uAF/p4bMMFffvlliYjg9cUwIo1j3LhxYtDlRfG+23EjisV7yg0iKXzviFywUcTzihH1/PPPy+MIUuBVRxGH45GzX79+ffHMEtFZuHChGKC8Hil6l19+ubkAF3GUqEE0mX+PTtXJ3Bcm83hFbyYzG3qZn+tWTjnd5lyyIRWV6BAbcYxomiYnGoxjIr6coxjLXo2heMeOKCYGWZUqVQJjEPE9MN9Zg/02iBAgYFhnzKCW0Z9j4vz48MMPTYcOHST9kGayeTHnbP8hJe/R9TLcBCORXVH+TakKCv3795f/c8oF9wKKSWXKlIlEeOhSzu+kVbERiMZLfRBeD3onId+NpxJDgojRnDlzJCWGzR3NYalHYrORzHFDeWn69Om5Po/IDRsiCpRJDcSjE51Cw2M8h4iNNbCsV5aoDaxYsUI2t6SzDRs2TNLllNjHLh2YNm2azCMMo0TD+UoKZjw9yOIZO4wgDPa8+KxeoA6H+ZoIrr7aGMpD/10i4ob3ifAN3yFpsHkxblwqEFTQ+qHkoOtluNEIkRIY/Cqi9YPbbrvNfPLJJ9Jt3A/wetK9HM8wtUlEcqhRoR5o9OjRoirH4/Y1K1WqJI9Ry+S2LxJpW82bN494L8nH51g0RGXz07NnT+mczuuzIfJLWcvtuGHU5PaapJyQ8vZfuilmQ9++fbN97KabbpKbhQgaBevc2rRp4+p9phNBmnPJhnoQ6lesUZ0oOD6S+sjvx9PzLJ6xwwhjTcrsjEkmvB+i8Ymqhzz77AP1RLScijPoL2OIwwmnTffu3Q+KMidq3GhTx5/HkFig+ICul+FGa4iUUOeOxwr1LqSlUSw/aNCguJsXohRH+hpN+jimhdoFjC/qGJDfRrGMmhea/rGJJ0JC12h6FcVz8UYFiQs4Hi4800SLqGci1YxCYDaDQRg3olkYc+Tm+wX1EkuWLJEIFfVhQUkRCgJBmnNBASMhkc1K33//fTGIbrjhBkn3TMbYkTI3dOhQqWe0ket0gOjK6NHGDByIARb7cUjLpccQtQms07ZGNNHj9uabB0QV2reP6c+VONH1Mtw1RJoypwSGN954wwQFNiooB2HAdOzYUTbp8YChw0aLWqJoUDajsNr2rbj11ltl8/7ee+9J2hdRFTyQ8YA3mJx1Ok9Tb0QdE6+F8MCDDz4oaXuIMZDGhzGWqHFjE0HUKifw0K9Zs8b4iU0NYuPCd8n3wIZQCdacCwKce5wfOA8SBXVpRIjjMYbiHTs25PTBCppzAIVIHECJgpZvBACXLIn9GKzjiNpwrhAx8GIMxTtu2n8oueh6GW7UNago2YDoAYXwiCxgmNii/lgjRJBVvxPqYOg/xC0aIlR4cEmpe/jhh8WYohs6USOvF+HMqXXciBohTjBx4kTZICE/zfGpYSKSwoWfyBQy1PTRIZ1t2bJl8jupfbwPvhcKwok4cQy8MBhWeGHYcGHckU5yxx13SI0G4B3n+yA1Bu80dRSIHliFpkT06MEIxCDD+GMcKYamroqUF0WxYKQQLUWgJBHgGEGwpXDhwkn90omALV68WDb0xYsXN0EBQRXq/ZDLTwREha655kCk5d9+2J55/PHHJbrOmkWqc15BCSi+ooC1jlKU0KAGkRIYqKEJGtSdsNlHhYoLIDU9sWCL+r2qylFnRNSGC68VesBIa9asmSjVEWGKBwwCUvi4kVpH6h41PFZdDcMLIwfDhxseZQwZ/o6fMV6IvljhA94bm0orjMDPHIvnkgY4efJkUY3jPp7Pc6z6GkYamzNS+BIB6nsYXdRZUU+FgUbNAhvUdCWIcy6ZcD7bWjPSLHJKr/AK84s+Vpz3Xbp0iVt1MN6xYz4m2zDLDAIxrD+JpGZNY8aMMWb1au+9fBhD1kPk9hFtiaUOM9ZxW7rUGLIbfSr9VGJA18twozVESmBYv359XLUsiYJICcYHUREiKrFEZ9iI9+vXTzZZsdQnWJEEpHI/++wz2VhhvHBRJhKTTII6bjmBkYnsMe+b1MRoIYZ0IhXHLi8gmojBTCNfvyKWzGH6miFsQsPlZI/diy++KH/fqFEjEyQwOhIRJY5m8mRjFi82pkcPb3/H+CF2g6OKCH7mqH4ix+2ll4yhj64HQTvFZ3S9TE20hkhJOdjoBxEMmKuvvlrSvGjqGQs1atSQNBxkfWMBI4yLKKlfjzzySESdisahySao45YTeHZbtmwpRi4RASJGiVYXCyKpOHZ5AVFPDBgiAX4ek5RZG3Vi7uLkQHmS10LwhJttDsxjpKpGP5d0Vs5TnkedE8+NVTq7WrVqkvaaE7wWm0BbQ0mNH04h6yiijsauQaxvtBSw9Xmsl9E1gwjVIIMPfI7Vq1dHokFE0KnLISUXxxGptomkXj1jvv3WmH8/imv4fLxnIsuxGEPxzDntP5R8dL0MNyqqoCgusKklbvroZEWtWrVkA05qmh89cVBOAxorKrFDk9fHHnsskioVBANTST5EcYgO+dlMl/ohjJjXX39dfqdmj/rAL7/8UjyYqCBy4xykzu7VV18148ePl+dS74bwCo2GMaB4HsfDiLC1gF6h8TE1OzlBiivvY9euXZH3zPuw8DNKmcDnoCG0XZsoQCeSbeGzImwCS5culc9GPaKNvPBcahhJK7b3JwrSzpo04XW9/R1CNKiCZm7YnGgoQUXvJkDlXooSOrSGSAkM8dbDJHqDdMUVV5jrrrvOzJ07V4QDvHaXpw4I6W0u/tQkxft+qG1KdGpJqo+bm+gfRhGbs8GDB4tnmlQpL31FUplUHrtEgrFAVAQpfL8gxapVq1ZSgwI08yQCRD0eEV/ERYDHETPhf+rqoHHjxhJdof6OdYfoBBKyGA4YSUR7vFKhQoVc63VQw2OOWMPw8ssvzxCR4ncrTHLuuefKeytUqJD8Tg+06GbQrJ9WVAYxFdYu1kMg8k2EiZrCmjVrijQ5qcA0lk4UZAp27GgMX3tW9g1GIJ/dKvER1bLjQaoyveLyas7Z6FAC1eAVF+h6GW6Sv5tSlH9BfjqoUAiNHCxGzfDhw0XUwCtsstlgIKkdL6RuBEUMIMjj5hY2oxhDyJBTW8GGmE1P2AnD2CUCoi5WFdEv2FwTATmZQhBjxBigSNuKlmAAcONn0urKly8vBhDwNzwXQRPSZzGuiBSxWY9VPtuNxD0qdNQY8Vzg/fO+7OdBaMa+RwwhHDWoZgLvMbp/GtFsq2jH5+C5NvUX8RUMKmuokR6c6Max2HiXXGLMO+8c/BipfrRcoIk1hihRu6+++kpqOFknMNrycs5pulww0PUy3KhBpASGRKdJxAsXaNSh6E9Emkgs6VX0A6JgO17YBPlxnHQYN7dQ6E5aI8Yu6T2o0tG3yNY9hJGwjF0iPMH05gr62GGcxOKcsQZZdEogESccAzNnzhjou4kAAEYISURBVMzwPJwDI0eOPOj+REHkiKa1GEN9+/aVxtgwe/ZscVYQEQOkr2kZQF0n0SXWQwRSbDSH1L3c+o2h7o3dm1llHcONiBZRLqJCvPacOXMkashrlihRIs/mHAE5MhsrVoz5JRWf0PUy3KhBpAQG6y0MOnhJuVhT2OyVUqVKyYXa5tnHI09Lzv6bNNRIMqkybm43Y3iqe/fuLbVFeOtpzMsGK4yEaez8gHlNsX+i07X8Egb573//K+tALCCYEJ3+9sILL0gKHel50XWOrHdEd2xUhO8IlUZ6eSXSY07dJmI0Nh2QKBgpeaTVASqbjBWpbUSwqE8iHRmI7g0bNkxS74Boz5NPPil/w2cjyk+NU8GCjjnrrM2mX7+vJOpu4TtlLSCKhSMMAxkjDUOJ9SFWIYtY5tzKlQdqhwLWQzct0fUy3KjstqJ4BCUkUkEokKaXhxe4GBOJYMPdw6vmaxRsSq699lrxkpLCodLJiWHevHmmfv36plu3btKQUQk3REMQPbjmmmsiqWFBxjaLxmi3hoJbEDbg/Lb1jFdddZVEQ7Zs2SK9unC6ZAXPR9SByBQqdTaCA0RrMDSIqrJGYbQRdUp0A2ReC6cFERxSEHE4oY5HOh83UiB5T6QsY8yQ/sx7o6/ca6/NNk8+Wcj06LHWNGxYVxT+eJznZa71xAHF+k/tFOmCeQG6FAztddflycspSuhIiOw24WryezkgN7w3VjUGKKAkpcg2YrRSxdGw0OB5w+tkvTfA4oUnBq+QVbSxUNiK1LASbmKVpM5rOHdJNRkxYoRnxTjOb+ZQvPUpzBU8oMzDO++80ySTVBm3WEBel4a4bKrCqEAX5rGLBWp1SIeixiVoIMCAAwR1OQwAxu7WW2+NNDPNSjaeDQBRE5TR6J9DKijXVwwXzmc83mzwP//8c7k2E40hOoa6HFEgIB2NaCmGD3U0fEcIQnzwwQfm008/FaU5BEluv/12EZvhWv3QQw+JQUGdE1EVW4OUKKz4gRWsQKnu/PPPj9Q31a5dWww47uf9873ZJtvXXlvLtGp1jjnqqCZm1KhR8tmp1yJlNjMXXXSRpExHR5MSPecWLTogqKAkH10vw40ng4iF7YknnpBw8hdffGHq1asnCyMLKuBFpWAcDxEeGSQq8TRZWLQxmAjNU5zOIm0XXQuLNWkAihJU8MQiyYsnmRQ4rz0z8Fb4seHi4v/MM8/IRibauaD4yx133CFrl13nlPBChAQDI9ERDa/gWKSeDeODCDMKZ0RESOkkovH0009HJLSJZGLUoOTWoUMHSW2j3xZOGHoBEd3GMCCFjN+JhvEcPnvTpk1F/IXncxxe4+GHH5b/WWMaNGgQMT64dhNFo6aGaDctCUgzQ4TBijxgQAHHs72MADEHBAqCwtVXGzNx4iHmlFNOk89FeiBGVGYwpjAiF9PVNQ/YudMYMrOT3HtbUdICTzH2zEWmeE5tkSPGEnm5yNdiKAGFmHhZeLx69eqyqUAhx0qZsrHkPkLXFrxMKLtgONneL0p6EPSc/Who5Nm5c2fJrX/55ZcjqStuwDNrPZnxQhSW+danTx8pAk4GqTRuscCmE7EFnEGsc2xIw0LYx84rOCtIi6KOxkpEJxsiPzgWMYpwFmLA4FCkBxFpbqR0co6SAkcEiJ9J5eV/jJ/KlStLNBlDhigPxhD3URNDVoctFMfwp1aG1yPqTGSJc55MEG4YCogMEDHCaMIQQpiBtDkMBY5vwdgimoUhhdOIfQH7ALJH+HsEGui1hJEUhNYBpUodqNM5/vgm5pJLMiksZILvm7TCvJhz2F2IKQTgK1J0vQw9MfchYiEjEsSCx2JJ1AhFFzxIFjxULJZ098UgIr2HsD2LKIsnHamR9YyGPi9Tp041jz76qCz6SvqQagYwF/eKFStKuqcX2JBQ3Oun8h2GERGMZNQ9pNq4xTrWrHd8316M36CTDmPnBWpPkFwmFTYoBhFpXBgtnHfW6cG606tXLzEyiGbhaCTVa8GCBeIcYR1gPeD5XIOjMzCQw0ayH0MFqWwiTFyj+Ruu2UR6SHXjWs71+pJLLpFNPAaWWzCYMLhgwIABEoHCQCKijTGGU5T3EI8xhKgN44XTlc8fL9dcY8zLLx9i6tTJuCfJDKl4ZMCwhvMdJnLOoZeh6XLBQdfLcOPZIMILhQGEZ4mwOF4i8m0JIRPpyZwKxEUlWo2LYvK77rpLFsLMxhCw4cArRTSKFLyg9FpREg8NTzGIUwly1Mmj98JNN90kzUDvu+++DH06YoVND+pLSIEnwyBKxXHzCjVjbdq0ybJOI5VJh7HzAvVDbORt7UkQoF6IehfqcqzkNOlmGCgonnF9JV2O6zKGAeuRfQxjB7g+jxkzRiI3PAeHpjUi4lFMcwPXdCJu3Eg1Ju2PWgwMI2qLbHNWN2CsIiBBPRXRKmqbMEpYTxFv8CosEQ1LMS2UMELOPz/n9Zs9DFE4sgQSNedowUT90I03en4JJUHoehluDo2loJzFFU8UNUBsErxKb5IulJUxZKFrNcWLpCUpSpAhjQXpVy+bClJTyPHngu5HLjqOCI5n8/WVxEGaTyKbRSrJgwgMEREivjgYgkL79u0lZZO6IVLUeX9cQ5GEJlJEKhtqaDgfOT+paSTChdHA9RpwluDAJEIDfkRUYoFoFkYR6fXUFfHzO1l1Rs0CMlBI5aPXEGsnRisOWZymRMMwiN56662Y5ycZf0SJcutkwN6F7x6FvkRC4gGlWCeemNCXURTlXw6LZfNFyB2on0CdBoUZJIBZmKmPiI4SsWG0nbm9YHOX8aJ7hdQWCh/Ju6YfAUo7hDpZxGzxOd4pvL12Q4o4BNY/6jukEdSqVctMmjRJHkMVDI+b7feApwtRCT4baYDkXdt+MHjoufBgMFrjDu/djz/+KF5mvPmvvfaaPMbFivQpu7CSokDhKypCdPvm/fNc3ieLPhcTGsQB3imeR9ger1iLFi3kYsAYUOPA80l9AIxLLpBW2QzvFBchqwBEhI8LJvCd831ZI5fjkopBqgXjyPdG+gMgO0qkkKghoOJDbjgXYj4Xx0JkA7iYAxdsIAJImgYpDxTz8nmoJ8NziGfzyCOPlHMLkDhls48nlIsRF0PGGGynd44FjAXvnRQTzgHG1SrDkPbBecA4A7U3FPeSi895TdoZx8W4wetIqoltRsj5wBjyfKKbnO/k2PO5OA9I77QpNiiT8bls0TDP5bwjvZQxJCpEgTSNBFu3bi15/bYvEfUBjAW1DByP9AzUnOx8Y1Pw9ddfy+/UD3A+ICfLa+AtZS7yGUlJ4X1aI4nzjtfjPOD7Ig/e9uzg/fBd2UavFEWzqUIUhXOZ7x8BCSClhvlho2Kk0zB+fMdsInlPEyZMkE0JRhrnDA0NbVNaNnMUcjOf+KzMGz4TneqRDkfKHJDHZbwxNvEwt2rVSuYjHm+8+LwPUmuBAmi+A9uUkc0j5yi1Cmya2DRaNUzWAM57W4DuZY1gHvHdsyllfiVqjWAe8DrMAV6D+ZyoNcLOuVRZI9gAg99rxCuvvCKvy5znc1r1yHjXCL5vm9bFDSPA7RpBihmg/EZEh/OEm10jqGPhfiI/fD/MS6IvnHe8Ptdp5gvnA49xP3PNCkbk5RrB3CS6Y9cI5jUpf5xvqNLxHvi7zGsE5zdrGucwc4vvkHOTtdyuEayhfBeMKZ8f6XTOlVjXiL17q5opU/aYbduyXyP4THz3HI+1zss+ws653NaIRYsKmNNOW2C4fOk+IvlrBGPG2HEe+r2P4Lg8j/M61jWCc9kK/8S6jzjhhBPkWmCdFMlcI/zcR7gVvoq7DxEnAwPJokXeMCcNJwQwkHxwW0OUE3xAPgwnuhVd4ELLgLJg8AXlJr3tVmtcCSZMDtv8L5XgPGVDy82L55UFDKOYCyuGPxHXWBu/cQwusMw5FhY2y3lFqo6bVzA6EHxhnWJj72cxOI4kLgakRGEss4ayyLOWcWHgws4FgIsCBgoXWC4yOI64cMb6XsI+dnx/OIbY9NoGn9lFYZDRx/Dm4suFFsOR/zH02OyQ2sXGgk0YRnlOcFm1Km707GGNYGPNe+D88QM7dmyw+JmLPvMf1cm+ffvKeWThs3F+sZnifQUFzmPWLTZHbNgwGlgX2VCykcVgYlOD4cDz2Czxe3a1O6TOMW7sIW6MMdds2jS+W4Rzsn8OG1PWa/ueEzHnHnroQMTqXxtACQBhXy/DSkL6ELHYYElivODx43cWNDw0vBgXlbvvvlusM6xo0g/wAOZmDGUHKnZczIIkz6kkDjYdqQi1bly4kWn1cq6yocXzz4Ue2Vo8M7H2usEQY7NORCCvG4im6rh5BaODDTPRDavM5QcYOWyw8CTj+aNHyrPPPisGNupcbKCJpmD0sqFls43XD48Y5x3e61gJ69gNHTpUrkVEq7guWc97ZjAiiNDitLO1KcwlxoLoAl5TIlwYpEQpiERggOJBtl7IrKBXDU5CrotEQhhL1gb+luiIH9ix43wg3Y/zAc8togp8FgvRCgxtjDNqX4IExj3e4VtuuUXmFs5VPL6sYzZqyufEY01aICn6OQkZINREVIyxjzWFGLVtNG9ymhpEajkvSP1LxJzbtw9pciJFng+vJJCwrpdKDClzLLYUFFIIyUKPZ4SQHQsakJ/MpgHvJiFAwrz0HIoVwof0hEDWWAk/0fLrqQQeI1SHuFgTNibPnfo3N9LahHe5qFJXRCiYMD4h6Oiibja8/J5Vo8BoCPsTRWUDRuQpr4rlU3XcYt3A8d2yNhGdYeMZT70J4XxSC0g9wCvOd0lqARAtjB5DNtP33HPPQRt6Nrz0iuGc8xoZDOvYsfknJYQ5SFQHA5ZNNdcsMhlI3SDlxaqlEv0hrZBrF5GF7HrhcVzOAQxW5u2rr74qaY7MTzyPpCLyM2kvpI6TMUF6FhEL0mxI1SH1hTRBjF8yIkhty6mmNrexwzFJVJhIFkZaZg8or8FrEYUJklgE8NkZH947/2O42iauzAkcrjhG3UZAMWYZOyJKjCWpnLaOyi3oMlx1lTFvvWXM3Xdn/RwMZOY+hhtGMueUn3OODFPedkinZ8oS1vVS+RcnROzYsYP0P/lfUfKavXv3Ov3793eOPvpop0iRIs4HH3zg6e8XLlzoFCtWzDnxxBOd999/X+5bsWKFnNPcHnroIeeff/7J8Rg83qZNG+eII45wVq1aFdfnUbL/jrt27erceuut8l2/8847MX9VPXr0cOrUqeP89ttvMR/jlVdekfFu166dM2XKlJiPEyZeffVVmTPfffedc8455zinnHKK88gjjzjt27d3Chcu7BxyyCFOixYtnOHDhzv79+/3fPy///7bGTdunNOxY0c5fqlSpeT4p512mrxujRo1nDvuuMP5z3/+41SvXt2pV6+ec/rppztLly51rr/+eqdTp07O2Wef7VSrVs3p27ev69ft3LmzU79+fVkLZs6c6fzxxx/O3Xff7TRt2lQ+c05rUyrwxhtvOGeccYZz1113OYsWLYr5OD///LNzyy23OF26dHF27drl+e/5um64wXF++SX756xcuVLm3MCBAx2/eeklx5k0yffDKkpassOlbaAGkRIYXn/9dScMbNy40WncuLFMQDZdw4YNczZt2uTqb7ds2eJcccUV8re9e/d2PvvsM/n5yiuvlP/ZMOQGm5/8+fM7Tz/9tJMXhGXcvDJnzhynefPmMi4TJkzI1VjNzK+//uo0bNhQxjleMKbZgLPp/uabb5x0H7tt27bJd3vnnXc6999/v2yOS5Ys6dx8881Oz549nfXr1/v+mr///ruzbt0654svvpB5DPzOe+A2dOjQiJNjyJAh8l4wqFgjMLDcgDGFAX3bbbfJ35UuXdqZPn263M95iAEwefJk18cL+/w89dRTnYsuusj56aefPP/9uHEHDJOcuPbaa8UY/vPPP32dcx07Os7337s+pJJHhHW9DDs7XBpE2v9YCQyJ7oeRV5BSQ0oM6aKk2JBaQWqIm1oPakUoiiZNhFoAauhIdyFdldx50nnoOp8TpHPwNyguee2RlM7j5hVqvkjxQXWO2hPGjfQrq2CXG6RGogREcXa8oOaGyiB1JAh0UDyazmOH4hTpq3wPpDSSDketK7VFNP0mtc1vSHEkBRYVJ+Yx8Ds1StxsXQ8pXF27dpX7qFEitY96o6xAMQ0VORTQEPUYPXq01NmQGomiFupopO1RK3XvvfeKoACfkecgRBRPfVkY5icpi9R+kWrqVt7bQg/cWbMQ5sj+OciGk+7npZYotzmHwOH+/VxHvLxbJS8I63qpHEANIiUwxNL1OzMUulIXkGyQimaji1ISxgz1H0h3ktPu5m8ffPBBudhSF0KNAHUAXNjZYFF0j2pUdvD5qfWjboJNQaKNIj/GLVVhrCj2pu6HOpEOHTpITRDF6zn1ROF+6pCo+bBy7fFCLQt1MYgIICPNRi0dxw7hCb5/DA6MVIrrETxBeQ3VuKCAQBGy5pxDTz/9tIg4RK9d1IVRF0g9DGIBKNSxIePzYPhieDG/KfTmuRjX1CkhUED9DOcYYh18B+naO4v6TgQz+F4wigYMGOD6u6AUq04dFOWyfw4y0BjayG673SznNufQgkBZjr5ISrAI43qpROGECK0hSm1iSWuIZvbs2RIWPfPMM52gsXv3bkmFy5cvnzNixAhXf/PXX385l1xyidQUkSpXsGBBp1KlSk6ZMmWcli1bZvt31EnYuiNqJXr16uUEedzCBOmKo0ePllQovvtatWo5W7duzfCcffv2OY8++qgzePBg5913303Ie1i2bJnUtuRUVxLWsbvpppuknocbNTzTpk1zgghpbVOnTpVatAYNGkhd0EknneRcddVVzn333ecULVpU0inXrl0r9YjMZ5saR4pm9NiRfvnAAw/IZ2/btq3ct2bNGqdy5cryfFJv0xlqrfh++C5YH6kxcsPmzY7TurXj7NmT/XPmz5/vaV3Pbc7170+6n6tDKXlMGNfLdGCH1hApqcb48ePj+vsXXnghYgjEe6xEQJ45mx/e36BBg1z9DRudEiVKyEbo66+/FtEF+xmzM6IKFCggdRPvvfeePK9q1apOIgnidx0E2Oz269dPiuap68Fgx1jBWEIEYcGCBZ7rjrxsttn4UW9C8X26jB31ORgSGEN8z9u3b3dSAYQdEFLBAGLMEE9AcCP6/OA+Hr/88svl+VmN3UsvvSRzvnz58uI4QXCBGpfMRnm68tZbb8n3WrduXTlX3IBmwsSJOT+nWbNmTrly5Zw9OVlOLuYcpUitWjlODDoQSh4QtvUyXdihBpGSbosNmx+iKdaTGkTY4HTv3l3eIwacGzCiUF7CK7xkyRKnSZMmTpUqVbJ87uLFi+XYs2bNkk2TjRLFo4SWG3qRyNkw+fLLL+U7YiwQYUCZjo1romFz1q1bN4k8pMPYTZw40WnUqJFsTMNoADCfMaytYEJWY7dz505xhtSuXVscIzfccEPKGIV5xfLly0Xh79xzz3Wlvrdhg+MQdMtJNwEhDQwtN9H4nObcsmWOc889uR5CSRJhWi/TiR0qqqCkGrVq1Yrr720TRMipG3EyoV6A/jX0KurcubOrYtzrr7/erFmzRhoXUh9CcTB1BVmxcOHCSG47gg5AY+QWLVqYUaNGJaSWIN5xCzP0T6Hgnd4zFLhTCE+NB3VgiQYxAWrqEPegV1FYx47auubNm0udDXVZ9ACi504Ye6CUL18+0pMnq7GjjoyeRjQmpZ8PDVvd9ENLJ+jnhvgJjbE5Z3Lj1FONOeMMY2bOzP451HMhZkMPJOpGcyKnOUf9UOXKub4lJUmEYb1UcsAJEVpDlNqQQuRHWhqRFCRwgwyRIqRzid5Qc5Ibq1evdp577jmJMhQqVEgkZbNixowZ8hwkhs866yzpiYSHmLoC7qd2JYjjpiSGX375RVImP/roo9CNHec10S/68hQvXtwZO3ZsWslNp/LYBQFk6omgueHbbw9IYeeU4YqUO+mJRJ6I1MUybt26HXgtJZjonEtNNEKkpBxEQeIFeV288UjgBhkiRc8995y5+eabTdu2bcWzmFP0BtluIgt4+5EURjo4K4hAfPnll9L1nahAu3btxEM8cuRIUb1DzQr1uaCNm5IYUNciMkjkcMuWLYEfu9dee02iZ8hQ796928ycOdOsWrUqw9zYuXOnSNIjLT1v3jxz8cUXm5UrV4ral42epANBG7tUY9OmTeann35y9dwyZZByN2b+/Oyfg7Ij6p6XXHKJefzxxz2P286dvCdjSpd29ZaUJKBzLtwcluw3oCiWdNrM2M/70ksvSc8Sescgj00qR758+bJ8Pr1HMGpIhcLQWb9+vchwZ4YUrddff/2g+5EdRoKX/iRI/GJY+fU5lOBSpkwZkWHG8KZnEoZEUMcOhwYG/cSJE83LL79sWrZsKRtNjHjk55ctWyZpcfPnzxeJ827duknPrXQkaGOXauzdu1dSDN1yzTXGjB9PCnLWktgnn3yySHuXLFnS/PjjjyK/j7HudtwWLzamQgVjsln+lQCgcy7cHEI4yYQEPId4w2nGF9QaEkXJCjaA1EHgzW/Tpk2ufVaKFi0q3siBAwdKbYFb6GfUoEEDqTGib4ku8OnB9u3bTenSpaVfEo08gwqXI+ox8N7jKMDwx0mA8b5//37zyy+/SD8vDDzOYUWJFXpVsf6xhro7N4254w5jOnQ4YLhk5vvvv5dzt2HDhtKomfWVeec2W2HQIGPKlTPm0ku9fhJFUfywDdTFpASGt99+26QrzZo1E+EDGrHSdDEn8Gr26NEjUjB9ww03SPG8G9hEEj2aPn26OeeccyRtj9SkeEjncUsVChYsaG688caDoilBGTsMIaJXRIBIB0U8BEMf4wdvO5FQokVLliyRQng1hoIzdqkI5xsNbr008SYq1KKFMW++mfXjRF5xapHefMEFF0g0n0imm3HD2Fq0SAUVgo7OuXCjBpESGPAAhwXS01CFQwHLLeSekxrk5nt48MEHZXOIMTRu3DizfPly169Tv359M3v2bDGISDnidd12WQ/7uIWZqlWrmkGDBkmUMGhjx3mP6mLTpk3Nhx9+KHVDzB1qiPgf45/aIo1omsCNXSqCMTRnzhyJmHrhwguN+flnakmyfnzPnj1y/k6aNMnMmDHD1KtXz9W4bdiAo8uYE0/09HaUPEbnXLhRg0gJDNG1DakOxeHc2Mi5BblWjBTkYN1QoUIFyVmHWbNmeXp/F110kUSK+Dte97HHHjOxEqZxCzOkmTFWo0ePjshwB2HsFi9eLJ5XDJ7zzjvPFClSxJQrV05qhThPs6upS3eCMHapCmmYRHFwDnmBU7FZs+yjRPfff78Y8LVr15ZaT7fjpnLbqYHOuXCjBpESGNgAhQG83dQ6wPvvv+/qb0iTw7OYVRFuTpx99tnSp4iIVCzUrFnTPPzww5KmtGDBgrQet7Bz+OGHi9e6YsWK4sGmziFZY0cdXPfu3U2nTp0kPa5///6mWLFi0qvpvffekzzvuXPn6rmVAzrvYgfFRYwWRDy80qCBMQTksxKow6FFJJaaN0Rw3I6bGkSpgc65cKMGkRIYaKgYBqhx+PXXX+Vnt4IHeCyplWCD6FW+m2J5cuJjTXt76KGHRKYb9bmvv/46bcctHUCMA3nqM844Q9SwiGImA9I9kYDn/XDuUSsECIWQykQqZyyb1XRC511s4KwaMWJEzHVoLOlXXIEQTtaPo34IRJ+sYyyncaP887vvMKZiejtKHqJzLtyoQaQoPoM88O233y5ebtKU3ESUiNJwAT333HM9v17jxo1FPWU8mrAxRg6Q48ZDTydupMC5kGNkhUiEUokabyKD1apVMxs2bDDbtm3L8++GzSgpRRs3bpSoEOdb3bp1zZAhQ7JNNVIUP6B+ElavXi0px/zvFUqPPvvMmKymDnVw9JUj0kkKXW588w2RhwOGlqIoyUMNIiUwXEjFagg47bTTzLPPPiuSq4888ojIsbLx5PfMBgZRoRIlSph169bFFJ0BcuFRntu8eXNcDTxJp2JTSnE774m+GhSxo5pEWt6ECRNCPW7pBJHLJ598UlS2cmoi6TcY3gg70GCYlCKiQBjhpM/xv+IenXexQZ8rojg02bR9rYiOexHAQQCB8qN33z34MdZMDCLWUlLz/vnnnxzHTdPlUgedc+FGDSIlMNg0s7BAOtt3330nBhKyweSVFypUSHLXkWRFIY7UJT8UbEqVKiWF6bt27Yr5GES06IeEt56aJGSahw4dKhGo//3vf+a6667LMmIUtnFLF6glOumkk2Tzlhe9iRBPIDUOY4jzFJl5UuZq1Kgh4gmKN3TexQbOJ+rnWM+mTJki63TZsmU9p4+S5Tl1KvVwBz9G6if9h6gnYh3NadzUIEoddM6FGzWIlMCwcuVKEzZQzLLccccd5r777pNN4Lx58+TCfPfdd0dU5WgeRrF7LLDJxNtJ2p1VEIsVGmKS6sFGuWPHjuaJJ54Qbz7/s3lIh3FLFzDUiRThxaZ2J7M3208oOGdzeM0110hEE5XDb7755qANo+IOnXexQT8rHD+stY0aNTLVq1c3w4cPl/YDXihUyJgaNYz56KODHyPtE+cRmQGfffZZhn5H0eNGUB8/WIkSMX4YJU/RORdu1CBSlARyzDHHiKw1heOk0XFhJNpCehxGEXLXeM6JGoHbrulZhfLp2bJ+/XqR4ya9za/6H94r0as6der4cjwlWNx7772mTJky5sgjjxSj5YsvvkjI65Ae98wzz4jh9dRTT4mXnkbEvK6i5BXUdQ4ePFhS23D+sD4PGzZM1mivNG9uzHvvGfPHHwc/RhbAqFGjxPh/MxudbqJDaDtk4WdSFCWPOcQJUdU0HvbjjjtOCsxJ/1FSC7zTYW28yGdDWrhXr16Sr/7cc8+ZU045JcNzKG7HgKLoPVaoV7rrrrvEA9qgQQOp2Yi3SJ0UOuqJMORoNptO4xZ2oseOGjRS2kijo38WdWR+8+2330qkkRRP0k8QUVBiQ+dd7Ozbt08cAVYeG1GbWBkwgJ5wxjRqdPBj1157rfTUInV6zJgxB40b5Xt0WtCM0dRA51y4bQPdxSiBwW3PnlSECyDecOp8SKEgZz2zKhz1RfEYQ7ZxHK/BDYlQFLz8SPtD/W7s2LFZRp3CPG5hJ3rsENaglogicz/OG8DrTq3GH/+60Dk+HvNFixaJ7LYSOzrv4pN9x+hHfhtV0HhASPTtt42JyoqLQLNhGx21og123Hj+0qXU8sX18koeonMu3KhBpAQGmjWGnWbNmpkVK1aYK664wrRt29b8/PPPCXkdolCIOVA07Af0Kvrggw/MW2+9lZbjFlYyjx2GO4ZKwYIFfUu3xIhm00lkaOrUqRIlwuhy26NLyRqdd7GD5Dw1ktQTcU7Gw5lnGnPyycbMm3fwY9R0Eq0nOkQKXfS4rVplTLFipFXH9fJKHqJzLtyoQaQEhswpZGGFzSYX4z///NN8/PHHCXkNxA/wzOMBRdo7Xkj9IJ0K9SQu8Ok4bmEk89iRHknDVmqK/ACVQqKhSB1jFFHrhrpdjx49fDl+OqPzLj4QuSFN1I+0zRYtjKFMKKsCBCTlUVSk9xepenbcbP2QkjronAs3ahApgYGC7nSBJqjIWd9yyy1iZNALhjQOP2HTSXoS0ah4vaBADRHvuXnz5qZ169Yi3ECEK53GLWxkHjsUtxA+IK3TD4iCksaJvDy1FOTgsykkPVSJD5138UF6MhGiDz/8UNKL44F+2ocddsDIyQyqitbBsHz58si4ffmlMZUrx/WySh6jcy7cqEGkBAa/0rtSBWSH+/XrJ2lFpBOdd9554k30S+eEIkKiOfTDuPTSS+U14gFxBt4zEt94/IlAYdgh0Z1uYxcWMo9bvnz5RIo7FsWtrCAFr127diIiUqVKFRFsQA1RiR+dc/HTtGlTc9lll4mzJ1oa2yuoxF1zzYEoUWZIDeXcZ92ktpNx27nTmE2bjDnrrPjev5K36JwLN2oQKUqSwFDBmEB2G8Ut+sEgR0yTSgyj7FLduHDTZd0NpCjNnTtXPPSzZ8/2JRWPXHjqoIgO0cwQAy5eY0sJDmzcOAeRI/aLkSNHiojI7t27Tfny5X07rqL4sZ7hCECKmwgm0fQBAwZ4NtzpSfTbb8asWHHwY0TpcQwgTPPXX3+ZxYsPRJXy5fNfTYsoFPNMURRvqEGkBKrQNZ3TN2ja+sorr0iNEbU/NAqkV0tmSFk788wz5cLq9qJP/Q8X+hdffFH6Ie3duzfu94wUNyknRBToXePHMZXkzznq2+iL9cYbb/iWxkmDSiSOMbLiVVJUDpDO66WfsDbinKLGDTEabqR1vkeDIY9RIhTnsmk5ZJo0aSJGEVFTUuv8TpebPHmyZAXgcKB9A+s+N6Jfij/onAs3ahApgUG9Wsa0b99e1Nw+/fRTs2nTJnPzzTebPXv2SD+hrl27mk6dOsnPsHXrVtffLREc0kM6d+5s7rzzTinwdRtlcnORwBhCxlZJ/TnHZoqx/Oabb6QOzY8UTpr6cv5u375dzm8lfnS99A+i80RxcDThiKJhNg1cvULvapbVjRsPfuyCCy4QJ8P33280ixbFZhBRt4mBk9WcxEGFc4pbNNdff704OZT40TkXbtQgUgLDsmXLkv0WAgOyxESJ2DyecMIJ4sVEkY60t3r16slzMJrcglc+uvkgKXqVK1c2c+bMifu9cizSTpDmvvvuu6XhIYYcPWeU1JxzNGXt0KGDeJ2J/sXLxRdfLPUTGEZsOJHeVuJD10v/oM4HYwWZ7COPPFIUQIsXLy7r46xZs1wfh+Bn06bGZNGdQF6DdOcdO/ab//zHmJNOyv14rP/07IJdu3ZJ3SYGTtWqVaUBN823uR4wp2rUqCFRWPodYTDxGUhpBrIP+Duca0rs6JwLN4cl+w0oipI1pG6wGcUriEFkw/Vc7LgI3n777bLRPPHEE119hXg/LVw8WdypF+EY8ULvGi72kyZNEuMLAQbqRmwDTnL0ldSCiCLnHnUV8VKgQAE5/1DzQqnwnXfeETluRQkKpLKhfojITe/evSVKVLRoUYlqkkLqloYNjenQAUeRMZmXZhxd+/Yd6So6xHpK1AratGkj6XBwzz33yDpLzVNmWG8xelAXpRksKc3UFeHcILK0Y8cOWfPpUacoSkYOcfyStAoATHwWDSb9sccem+y3o3gEj5bWF7jjhx9+MJUqVRKPIF5AfnYDHv9GjRrJz6TfUeg+ffp0UUHye9y48GK00YwW7yv57EpqzTk6sxcuXFjOj3iN2kceecQsXLhQer+waaP4W4kdXS/9hzTkW2+91VSoUMEMHz7cbNmyxcybN0+i6V4YO9aYffuMueWWjPez5i5depV59tmGxs2Si4GT+bVJjSOdGqOnVq1aIgWNtD3zFIMLtdLM2MbINiUWh0TdunU9fSZF51zYbQNNmVMCQ6KalIYR0jm4UON5p3cMzQXd+DYaNmwo6UpEnrhA4gGNVyEuu3GjXom0ubfeeiuS9qGk1pwjxY1eWagh4jlnEx5PU0PUDtm45c+fXzzvSuzoeuk/ROJtzyCMdiIspLp5pUkTY2bMIM0t4/1vv/2BKVVqi3Hbug1HF8aPNYpoc0CT7BkzZpht27ZJDyXqn6jP471mZQwBfe5IZ7bXDtKxFe/onAs3ahApgbLiFffgDaSBJl5Huq4TidmYVTVvJrjg4/HHY4KHkRx5LwINXsaNpoREhmj2GU+fDyU5cw6DmzHEoCV9Du8atQh4zr1CkToqihyT84+0HyV2dL30HyKidi3s27evGO30XvMK2W21anG8/78PA2bLlsLmpJP2mvz53R+rSJEi0vcNA43MgEGDBomjwquhhnecaBI9xr777jtPf6scQOdcuFGDSAkMLPyKN/C0k0tOCgQFwKRO0HuI+h03MtgIIbC5JW0uEePGRZjIFf038GQqqTfnevXqZYYNGyZeamoraK5K1I+UNzaQjLEbqM/AS01/F36eP3++D58gfdH10n9oeTB06FA5zxGK+eOPP2KObjdrZsyHHx5InQPO9zp17jGFCh0f0/Goy4wn7ZjMAJQjMfBIu1O8o3Mu3KhBpAQGPFdK7AXwqAuNGTNGPPCovJH+kVsaHQYUaRnILMdaTpjduLGZoGcSUODLRlpJzTlXqlQpiRQhw22Lzb///nvprcIYY1i7McBJvbvxxhvN+vXrRXVOSfzYKbFDClpWveDcULgwKW+kWR34nfmydu1x5rLLLkrKkNgUVcR6tDdRbOicCzdqECmBQfuTxAcpcDfccIOZMmWK+eijj6QRK97OnMDjiBw3aXNfffWVeEaR0fZj3CiipxEnaX3UnlCLoqT+nKOYG2P70ksvFSP8oosuEu83tQn0O0EankasEydOlLHHMLaQcnf22WeLrDc1Zvv37/f5E6UPul4mHlLMUPQkEhoL+IPIDKWH9rff/mq2bt1rvvtupslLUImkGbcVMcEgQlpc8Y7OuXCjBpGihBDEEzp27Cj9J9i05kTJkiXlf+SxH330UV8iOeS7kyLXvXt3EX1QwilTzLnTp08fiTCiKEjkCOOImgciRxRz0wiYnzGOAKOdx1esWKEbDCXQ0PeH85Z19Oeff/b89/RI5UYro3XrjjeFC/9o8hrq9piDFo3UK0rWqEGkBIZ4pJ+Vg3nqqafk4oeMbE5Y2WWbRkEaVLzjhgeS4+rFNz3mHEIdRARbt24tRjARJGrTunTpIkYSRdwYyNS6YSCzyUQURD3VyR87JWejH0EYhBYwKjD+ly5d6im9uEULY958YZNZu/Z4U6nCX3k+bqS6Imhi0R5EsaNzLtyoQaQEhngkfZWDod8EktrTpk0zq1atyvYrKl26tKRBWd599924x81GD3KLTinhnHP0LKJh8GWXXSaiDBSmk46JYUQqJ0pZnJvIcCuxoetl3qXN0cSa9YyUKXoU0czarVFUdtT9Zsfbo83KlceZr+c+Z/4cNcrkJQiYIKTQrVs3cZJFN+hWvKFzLtyoQaQEBvqcKP6Cp/7oo4827733Xo5KdY0bNzYnnHCCWb16tW/jRiH+kiVLMmwcSJWqX7++FNUr6TPnMJAoUEdljj5EnJNsLlTtKnZ0vcw7iHQPGDBAlDxJLUZxkVq5XFmwwPyDuuZlv5nixbeaN7auN1+z9i1YYPISHFQDBw409957b56+btjQORdu1CBSlBBDShKGTm5CCXgOKX73UxqbWhHEGmyDVkQVUOlB4tutVLMSLhDx4IZsd7Vq1UQIRFFSBZxH7du3l55Cd911l9m9e3fOf7BqlZlgjPlu2zTT+4jHTKRtag4Re0VRkoQTInbs2IErWv5XUo89e/Yk+y2EkiuuuMI58cQTnX379uX4vKFDh8r8ueyyy5y1a9f6Mm7PPPOMc9xxx8lxo2/Nmzd3Vq1a5elzKOGYc6tXr3YOO+wwZ8iQIXn+2mFC18vksXz5cqdAgQJO165dc37i/PlOE2Oc2my1/r3tOeoouT8I7N2716lSpYrTv3//ZL+VlEDnXLhtA08RIhSDLrjgAqlNIO0B+caVK1dmeA4dlK0X0N46deqU4TnUKFBQi/xqtJwlaTQ8n2Pv2rUrw9+QbkHRrhJeXKUgKJ5h/hEhQgo5JxBfIJJDWhuFxH6MG17UzZs3m59++ilSp4TYAj1onnvuOQ+fQgnLnEN0gVQ5emUpsaPrZfIoW7aseeCBB0TSOsc0qmrVjFO7tqlctGjkrtn33CP3BwHWYdZ7+oiRyow6qJI9OufCjSeDiPQXVIOQVaUwlhxwelH8/vvvGZ7XoUMHkai0t+g0HPpOcIwXXnhBNkS2G3Q0GEP0s1DSC9IQFP+xaR04GnICZ8RNN90k9USTJ0+Wi70f43bEEUeI0hiFyaTL8XwadA4ZMsS0a9fOrFu3zsOnUVJ5znENoT8RggrUESmxo+tlciEV+JdffjHXX3+99FvLCpy859eta45E5W30aGPmzzfbypUzQSG6lpO1GacVe7rMDmnlADrnwo0ng4hNUtu2bU358uVNxYoVzahRo6T7Mh6GaLjQ4QG0N5rxRRtEtsC2UqVK0sE+c3M++llQAIhnWUkfqHVR/OWLL74QTyZKQwULFnT1N0SKEFdgvvs5bsi91q1b1xQoUMA89thj0iyQBrJEi7t27areyZDPOQxsRBWqVq0q/V2U+ND1MrngQPrkk0/E0UO9JA4eyw8//CBtDMii+fvvv82ML74wf1x7rUSGgjRuDz74oIjeEBmiAS3g7GbPtnjx4mS/vcARpLFTAiaqYAuj2WxFM27cOJFcRa6SzVh0GJaJhlcYj3GxYsUkQkQKXjRcLJGGpEmkkj7Q8V7xF+SNicCccsoprv+mRo0aIn4wePDghI0bqkcYQchy9+/f34wYMUKcLEST2Uwo4ZtzH374ofnqq69EpYvxV+JD18vkQrkAzlscOhg+RA/uuececRqTDoqjmAjSmDFjzOmnny6Rcr/HDeMFRxe9hpC2j5WjjjpK2jPs27cvokSHwxqZceX/0TkXbg6Nx9tHfcCFF14oho+F8PHYsWPNjBkzxBhiMcB7Eg39KKhpoNkZ+eRZeV5IqXj55ZfNmjVrYn2LSopB00bFX2xPISKybmH+cWH/+OOPJa2Vef7GG29k23cjnnEjmswasHDhQrmwk0pXokQJc8kll2gPo5DNOYxezkPdVPiDrpfJBafRjz/+KHsUSgA2bdokRsm8efMkEo7DGOcvtTnDhg1LyLj99ttv8jrUYuPIouFxNOzD2G9hpFGGkFsaNCp6KI5ygyuuuMLs3bvXt/eb6uicCzeHxfqH1AF98803Zu7cuQel21jOPfdciQSxILBoRDfhy01ulYZ+XDh79uxpxo8fH+vbVJS0xuaCI4bihWuvvdZ8+umn5o477hBDiGgRoio9evRIyPvEqUIKXc2aNeV3UlHo+/HSSy8l5PWUvAXnF72wiA4pShggyomhQxootTc0bo2OzBcpUkQEZMiCIU04ETRs2FAcWMwrMmpee+01MYwAsQebBmdhT1W9evVcj0uU6L777pOf3TagVZS0NIhIdcEjgeJG8eLFc3wuvSaADuVeu5ITJWJy24npFrzZeJ6bN28uYWA8KBSUk7tuVe1orIa3xObJ0sAS444LNymAtWrVMpMmTZLH6EzNwmZrpSg6pzaDcDgpgBQhvvnmm/IY9VUsfgv+bbyGYYfhiCeJRROPC4sWoLJHaiEeJWjQoIFZtWqV1GXhqeH981zeJ98daU9W5QQ1P55HyhF1WC1atJDeHghUUKvB8ymStIsg9Vgc26Yk4ukglZHxK1eunEQDgO+b72v58uXyO8elloSNNfVgfG+kvthNNiH2pUuXyu/NmjUzM2fOFK8Vn4tj2YaghN/BhvWbNGki3iwihccff7x8Hor/ybvGkKZ/ji1UvfzyyyXVBg8c6ZVcBBhj4L1jXFvPGGPBeyftinOAceWYQGoD54E14rlYYKijvkY6w9VXXy3H/euvv6Sp6KmnniqfBzgfrDeQCyEGAwo91L/xPI7NJh6ImvK5rAIjz+W8Q3yEMWTzP2XKlMj84HOThw6kPjAWO3fulAsqXkibtlClShURMrGqRqRpcD6QqkFuM+NsPVh44rds2RKp1eBcZS5wHvB94aTg/QPvh++KKA00atRIGqpy4eTcw7PPazHOjB/zA2MJiORwrvIdk3bB8yZMmCAX0dKlS8s5QzNDwGtKES8pfMwnPivzhs/EZoIbc52x4/vj3OO4XPBbtWol8xFvJRGkMmXKSLoIYETxHaxYsUJ+b9mypZyjfK+k5ZKKR60SsAZw3jMnId3XCDvnEr1GcL7zPD4bz411jUCQAXSN+FjGjjU+njWCtYy1FRgb1gAvawTqkZzLrNGvv/66PMbczLxGMDc3btwY9xpB6hlRD7j44ovlmkC9YzLXCGqiEZri1rRpU4kW8ffMpX79+smawM92jbBzzo81gmMxjnzf9Hnju2POsB5wXcOhzHWU5/A9M94cI7c1gnOAucn1zp4vqbKPSOQawffNeKbTPuLQEKwRvA9XeNHy/ueff5wuXbo4xYoVc91DZO7cuaL/vWTJklyfu27dOnnuokWLIvddc801zqWXXupUrFjR6d27d45/r32IUpsVK1Yk+y2ECnpkMJ+KFi3qFCpUSOaiV5jnHKNSpUpOy5YtEz5uf/31l9O6dWsnX758zmuvvebbcZXkzrnbbrvNOeuss3QYfETXy+Dw999/O8OHD3fuvvtup2fPntL7bcuWLQkdtz///NO58MILndNPP93ZvXu3s3//fqdkyZJOkyZNZK8WK9OnT3eOOeYYWfcrV67sy3sNCzrnUpOE9CEiTY76IFLYsLCxvLjZHFOs3r59+4oFjQVH/QIyvljFeEdigYJrvGCZ+x0p4cN6IRR/sJ48pO/xPtWuXVvyyL2kQOCtgTvvvDMStUjkuOFtpRcSnlYKlpVwzDnW8MzpO0p86HqZ96AYhwed1iJ4pEnpJfpEBIQIEx7v1q1bS0SD6EYix41IDpHjkSNHStSI6ARpxrx2PGsnkQabao2XP/N7T+fzLp0/ezrgySB68cUXJQxKWJLaIHuzGyUmJOE+wo2ExCjMJnxow52xQAgRxRZCqoqiuIcQOb0ygPQA5iMpaaRxuAVRFMLdpI3kFRhFpAcQlo9u3KykJqSI4NBSg0hJVSMI44fz17YJ4UbKFOc16WykZrHWknJFmmuioaaTFEGwqX2AYdanTx/z/PPPR/rPeYU0tOHDh8vP0SIMrMekW3Gz6W6KEiYOIUxkQgL5kuQ1YrRF9z5SUgO8Upkl2JX4IDfc1u6Rz0zdybfffiu5tdToWRGD7MCIIkc4p+apiRg3NiFEibjwcoEmn5qcezYkbDioGVBSY86RVXDjjTfKhuqkk05K6GulE7peJh7qFnAKEYFBBRNDhCg79S4oYlJLwlpFLUNejhs1OLaOhvoI6jeslD0OaoylePZBbAsRjMD5jVMaMAqp77G1KPzOepxO6JwLt22gzSCUwGCL8RT/wAiiwBOjCOMIYwgopKXI0RbtZgfpIaS/5iR/n4hxI0pEZHn06NHyP+p2FMmWLVtW1OiU1JlzFLgydmoM+Yuul4mH6DhREpwwRIJYN8lYeeaZZyIiBV6MIb/GDeEACuUBQQgarAKF/FbYhSL5WMHhhGKwNYaAz0manuWVV14x6YbOuXCjBpESGPAgK/6DCgsqjyjHWO8IijiktWLwIKfNhTQrUH8hFdb2MwIuuHj97d9QR8jPeEr9hM0GkQWrFGVBrUhJnTmHwhLKQIq/6HqZeFA1Y+PfqVMnUd30Qz7bj3FDJZL0PNZhIHI1cOBAUf2ih1D79u2lbtRvyDCwzjHkxF2rd4UEnXPhRg0iJTDk1ptKiQ9S0KjnQCCBCycbVWqKHnroIUnBsNKg0bABQHKUuiPy5TF8SKPAUEEshajT9u3bxXvopTbJC0hNY3TZCAMGEXKkSvDnHBLfpFsSIVL8RdfL9B430tUQcGCTzs+kN+P4ot6TdZ6m2onKOrARKWSZc8oeCBs650KOEyJUdju12bdvX7LfQlqycOFCp3r16iJL2aJFC2fDhg0ZHt+2bZtTtmxZp0CBAk7jxo3lebVq1RKJV+575pln5D5uW7duTdj7REp2/PjxIiFeuHBh5+23307Ya6ULiZ5za9askfPi448/TujrpCO6XqYmiRi3Dz74wDn00ENlruXPnz+yHvfp08dJBEiK29c4/PDDpV1CbhLhYUDnXGqSENltRUkktsGXkrfQGA/5Vup1KCImlW7UqFGRx2l4Rx3IAw88ECmoJdpEw1IiTUiR0hgOie5YlY3c5rXTDJDmczTrwxN6/fXXS6NUJZhzjpoLSET6Trqj62VqkohxQx6bSDrCDzSGtfTu3VsadCfyM1BjhepedpDOR9o1Ij6pjs65cHNYWBUllNSDjtc6dsmD1DikZREwaNeunaRikDsPGDtdu3aVrtF0uG7btq3cP2TIEPPoo49KLjldqLkgJ3oM6YZNryJer3v37tJlnN5oGHZKsOYc3cchL86LdEPXy9QkUeM2aNAgaXlCDdG0adPEGcE6Pnv2bKkF9RPkvcuXL29OP/10SdcjlTq7z0QvSVTrcGil+hqgcy41cXvehUp2m15FJUuWlHoDRVEURVEURVHSm5NPPlnqWekZlhYGkTWKKORVFEVRFEVRFCW9OeKII3I0hkJpECmKoiiKoiiKorhFRRUURVEURVEURUlb1CBSFEVRFEVRFCVtUYNIURRFURRFUZS0RQ0iRVEURVEURVHSFjWIFEVRFEVRFEVJW9QgUjxDo7cmTZqYYsWKSbO1SZMmRR77888/zf3332/OPfdc85///Eeec9NNN5mffvopwzG2bdtmWrdubY499lhp2ti+fXuze/fuDM8ZNmyYOe2000ylSpXMggUL5D6ec/jhh5sJEyZkeG6rVq3kvaxfvz7D/TSO69mzp45yLuNmu3DT2O+EE06QxxcvXpylrH2XLl3kOQUKFDBXX321+eWXXzI859133zVnnXWWOfvss837778fub9o0aIHdSunCSyvNXPmzAz316lTx9x44406bi7mHCAW2qtXL/mOaaJL1/rVq1frnAsgu3btMnfddZesbYxVzZo1zeeff+5pLD/77DNz3nnnyfo2fPjwyP3Vq1ePNFO2DB06VM6ZUaNGZbif5soXX3xxwj5n2Pj777/lWkKvQ8bljDPOMH379pXxsujYBRPmCXMg841rGeh1TRGQ3VYUL3z44YfOQw895Lz99ttcCZyJEydGHtu+fbvToEED57XXXnNWrFjhfPbZZ07VqlWdKlWqZDhGw4YNnYoVKzrz58935syZ45x55pnOddddF3l8w4YNct+nn37qvPHGG07ZsmUjj1WvXt3p2LFjhuMVKVLEKVGihDNy5MjIfWvXrpX3N336dB3gXMYNRo8e7fTp08cZNmyYPL5o0aKDvrdOnTrJ9zxt2jTniy++kLGoWbNm5PF9+/Y5xYsXd6ZOnep8/PHH8vP+/fvlsVatWjmXXXZZhuNxbnC83r17R+7bu3evkz9/fmfEiBE6bi7mHDzxxBPOcccd50yaNMlZsmSJ07RpU6dkyZLyXeqcCxYtW7Z0ypUr58yaNctZvXq1nPvHHnus88MPP7geS9bDN99805k3b55zxhlnON9//73c36NHD+fss88+6PWYY23atMlw/2mnneb06tUrTz5zGOjfv79zwgknOO+//76zbt06uS4VKFDAGTx4cOQ5OnbBZPPmzc7PP/8cuXF9Yh2dMWOGPK7XNQXUIFLiIqvNWWYWLlwoz8PIgeXLl8vvn3/+eeQ5H330kXPIIYc4P/74o/y+dOlS5/zzz3d2794ths3pp58eee4DDzyQ4aLP8dhAPPbYYxku+myo2VhHbySU3MeNi31WBhHG7uGHHy4bAcu3334rz8XwhR07dshGa8uWLXJj3Hbu3CmPvfTSS7KB+PPPP+V37ud4zz33nFO7du3IMTFgOSbvQ8l97P755x/n5JNPdp566qkMY8W5/7///U/nXIDYs2ePky9fPtlUR1O5cmUxeN2MJZx66qmyLrI+sk4uW7ZM7p8yZYqcH2z6op1Fzz//vMzLzM4iuyFUcqdx48bOzTffnOG+5s2bO61bt5afdexShzvvvFMcCYyZXtcUi6bMKQlnx44dEp4mNc6me/Dz+eefH3kOaSGHHnpoJDXunHPOMRUqVDDHHXecKV++vOnXr1/kuXXr1jUrV640P//8s/w+Y8YMc9FFF5l69eplSL3i/ho1auTanVhxx5dffikpkYyVpUyZMubUU0+VMQVSINu1ayfpPqR33XbbbeaYY46JjBspjzY9aM6cOZJaR9od407agh03Uhy4Kbmzbt06s2nTpgzjwrypVq1aZFx0zgWDv/76S1KvMq9JpGDNnTvX1VgCKXVly5aVx0iTK1eunNx/4YUXSkoxcwiWL19u9u7dKynJW7duleMDj/MeWB8Vd5DaOG3aNLNq1Sr5fcmSJTJmjRo1kt917FKDP/74w4wdO9bcfPPNsi/R65piUYNISShscqkpuu6662SzDFzwCxcunOF5hx12mClUqJA8ZiE3nvoULuTUG1m46B9xxBER44f/a9eubapUqWJ+/fXXyEV/1qxZsglX/IGx4Xu3hq2lSJEiGcatd+/eMg6MW/fu3SP3ly5d2pxyyikHjdvJJ5+cwajifh03b+NixyG7cdE5FwxwDmCEUHtCXSXGEZszzn0cPG7GEqyBs2XLFjNkyJDI/dRtVq1aNcMcw1mUP39+2dBH38/74H7FHdQ7UquKEwijk9pWasHstUnHLjWg/nL79u1SQwd6XVMsahApCYNoQsuWLaXQ9MUXX4zpGBTv4z2N5uijjzYXXHBB5OKO4UMRPkaVveivXbvWfP/997qxThJ4rm1kKBrGKXpTxu+AYcTveLOJFqlBlDx0ziWWMWPGyJqIcwCD5NlnnxWHERFyL2D8HH/88Z7nmL1f55g3Xn/9dTNu3Dgzfvx489VXX5lXX33V/Pe//5X/vaJjlzxwtBLVI4PBK3pdCzdqECkJNYY2bNhgpk6dGokOARGBzZs3H5RKgvIcj7mBizlpH8uWLZNNdOXKlSMXfe7nhuFEqoniD4wN6QZ416Ihiudl3ObNmyfe7UWLFsl4RY/bp59+Kq9B+qPiflzsOGQ3LjrnggPqZDhxSB/duHGjWbhwoayXpUqVcjWWbuYYaV0//vhjJAobbRCtWbNGXlfnmDfuu+++SJQIFVVUMLt162Yef/xxeVzHLviwH/nkk0/MLbfcErlPr2uKRQ0iJWHGEFKxLD54nKMhVYNNNbm7lunTp5t//vnHtQHDRZ/j460jJSRfvnxyf61atWSzwYXfptYp/kBKIqki5NFbqOUiEue2FoFx+/33383AgQMlhc6mTjJubAw/+uijSGqd4g5kgLmoR4/Lzp07JdJmx0XnXPAgSkCt3W+//WamTJlirrzySldjmRtEyVn3XnjhBUlZZt4CUXVS7EaMGBFJrVPcs2fPnoOieFx3uG6Bjl3wGTlypFxzGjduHLlPr2tKhIi8gqK4ZNeuXaJAxo1TaODAgfIzKnJ//PGHyMQit7x48eIMUpdWftnKbleqVMlZsGCBM3fuXKd06dIZZLdzw0ozH3PMMSJ1Gi37fOSRR8r9qM4p7sYNtm7dKr9/8MEH8viECRPk92jFKuRJUbhCCQ7Z7Ro1asjNC/w948OxokFamPtvvfVWHTaPY8ccKFiwoPPOO+84X3/9tXPllVdmKbutcy75TJ48WVQ1UXpDmp72A9WqVZO10+1Y5katWrVkLjHm0dStW1fuv/TSS33/XGEHBdNTTjklIruNBP6JJ57odO/ePfIcHbvg8vfff8u15/777z/oMb2uKaAGkeIZpFrZlGW+ccGwks1Z3aIlXtl8YwAhw0wPjnbt2smmzwtINXNcehlFU6dOnQxS0Eru4wb0cMrq8cw9gjp37uwcf/zxztFHH+00a9Ysg8HkBl7PGlzRtG3bVu6PlhdW3I0d8rE9e/YUiWUcBfXr13dWrlyZ4evTORcM6NFWqlQp54gjjhCJ7S5duoj0r8XNWOYGc5bzI9pZBI888ojc//jjj/v2edIF2gQg18ymGqcbY4hUerSjT8cuuFhJ+qzmkl7XFDiEf/4/XqQoiqIoiqIoipI+aA2RoiiKoiiKoihpixpEiqIoiqIoiqKkLWoQKYqiKIqiKIqStqhBpCiKoiiKoihK2qIGkaIoiqIoiqIoaYsaRIqiKIqiKIqipC1qECmKoiiKoiiKkraoQaQoiqIoiqIoStqiBpGiKIqiKIqiKGmLGkSKoiiKoiiKoqQtahApiqIoiqIoipK2qEGkKIqiKIqiKIpJV/4Pbz2wn0OKsmYAAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 1000x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# Vertices\n",
-    "verts = [\n",
-    "    [0.02974582, -0.74469018, 0.66674712],\n",
-    "    [0.1534193, -0.88744577, 0.43462917],\n",
-    "    [0.18363692, -0.72230586, 0.66674712],\n",
-    "]\n",
-    "\n",
-    "# Load vertices into a UXarray Grid object\n",
-    "vgrid = ux.open_grid(verts, latlon=False)\n",
-    "\n",
-    "# Create figure with Cartopy projection\n",
-    "fig, ax = plt.subplots(figsize=(10, 6), subplot_kw={\"projection\": ccrs.PlateCarree()})\n",
-    "\n",
-    "# Plot the grid points (nodes)\n",
-    "ax.scatter(\n",
-    "    vgrid.node_lon,\n",
-    "    vgrid.node_lat,\n",
-    "    transform=ccrs.PlateCarree(),\n",
-    "    color=\"red\",\n",
-    "    s=10,\n",
-    "    label=\"Grid Points\",\n",
-    ")\n",
-    "\n",
-    "# Add grid lines by connecting nodes using face-node connectivity\n",
-    "for face in vgrid.face_node_connectivity:\n",
-    "    face_nodes = face[face >= 0]  # Ignore invalid (-1) indices\n",
-    "    lons = vgrid.node_lon[face_nodes]\n",
-    "    lats = vgrid.node_lat[face_nodes]\n",
-    "    # Close the loop by adding the first point at the end\n",
-    "    lons = np.append(lons, lons[0])\n",
-    "    lats = np.append(lats, lats[0])\n",
-    "    ax.plot(\n",
-    "        lons, lats, transform=ccrs.PlateCarree(), color=\"blue\", linewidth=0.7, alpha=0.7\n",
-    "    )\n",
-    "\n",
-    "# Set extent to show only the USA\n",
-    "ax.set_extent([-130, -60, 24, 50], crs=ccrs.PlateCarree())\n",
-    "\n",
-    "# Add geographic features\n",
-    "ax.add_feature(cfeature.BORDERS, linestyle=\"--\", edgecolor=\"black\")  # Country borders\n",
-    "ax.add_feature(cfeature.COASTLINE, edgecolor=\"black\")  # Coastlines\n",
-    "ax.add_feature(cfeature.STATES, linestyle=\":\", edgecolor=\"gray\")  # US State boundaries\n",
-    "\n",
-    "# Add gridlines\n",
-    "gl = ax.gridlines(draw_labels=True, linestyle=\"--\", linewidth=0.5, color=\"gray\")\n",
-    "gl.right_labels = False\n",
-    "gl.top_labels = False\n",
-    "\n",
-    "plt.title(\n",
-    "    \"UXarray Grid of Just One Triangle (Chicago, Miami, Newburgh NY) Over the USA\"\n",
-    ")\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Now compute the area of the above triangle with and without correction and compare, also use higher quadrature"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "collapsed": false,
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:02.071576Z",
-     "iopub.status.busy": "2026-07-15T18:42:02.071473Z",
-     "iopub.status.idle": "2026-07-15T18:42:02.084004Z",
-     "shell.execute_reply": "2026-07-15T18:42:02.083571Z"
-    },
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Percentage correction due to line of constant latitude being one of the edges: 1.2576%\n"
-     ]
-    }
-   ],
-   "source": [
-    "area = vgrid.calculate_total_face_area()\n",
-    "corrected_area = vgrid.calculate_total_face_area(latitude_adjusted_area=True)\n",
-    "percentage_correction = (corrected_area - area) / corrected_area * 100\n",
-    "print(\n",
-    "    f\"Percentage correction due to line of constant latitude being one of the edges: {percentage_correction:.4f}%\"\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "collapsed": false,
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:02.085609Z",
-     "iopub.status.busy": "2026-07-15T18:42:02.085488Z",
-     "iopub.status.idle": "2026-07-15T18:42:02.088551Z",
-     "shell.execute_reply": "2026-07-15T18:42:02.088021Z"
-    },
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Area calculated using Gaussian Quadrature Order 2:  0.022165612979716153\n",
-      "Percentage difference between gaussian area above and corrected area: 1.2599%\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Calculate the area of the triangle with lower gaussian quadrature order\n",
-    "area_gaussian = vgrid.calculate_total_face_area(quadrature_rule=\"gaussian\", order=2)\n",
-    "print(\"Area calculated using Gaussian Quadrature Order 2: \", area_gaussian)\n",
-    "\n",
-    "print(\n",
-    "    \"Percentage difference between gaussian area above and corrected area: {:.4f}%\".format(\n",
-    "        (corrected_area - area_gaussian) / corrected_area * 100\n",
-    "    )\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## 5. Calculate Area from Multiple Faces in Spherical Coordinates\n",
-    "\n",
-    "Similar to above, we can construct a `Grid` object with multiple faces by passing through a set of vertices. Here we define 3 six-sided faces."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "collapsed": false,
-    "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:02.089834Z",
-     "iopub.status.busy": "2026-07-15T18:42:02.089746Z",
-     "iopub.status.idle": "2026-07-15T18:42:02.092441Z",
-     "shell.execute_reply": "2026-07-15T18:42:02.092089Z"
-    },
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [],
-   "source": [
-    "faces_verts_ndarray = np.array(\n",
-    "    [\n",
-    "        np.array(\n",
-    "            [\n",
-    "                [150, 10, 0],\n",
-    "                [160, 20, 0],\n",
-    "                [150, 30, 0],\n",
-    "                [135, 30, 0],\n",
-    "                [125, 20, 0],\n",
-    "                [135, 10, 0],\n",
-    "            ]\n",
-    "        ),\n",
-    "        np.array(\n",
-    "            [\n",
-    "                [125, 20, 0],\n",
-    "                [135, 30, 0],\n",
-    "                [125, 60, 0],\n",
-    "                [110, 60, 0],\n",
-    "                [100, 30, 0],\n",
-    "                [105, 20, 0],\n",
-    "            ]\n",
-    "        ),\n",
-    "        np.array(\n",
-    "            [\n",
-    "                [95, 10, 0],\n",
-    "                [105, 20, 0],\n",
-    "                [100, 30, 0],\n",
-    "                [85, 30, 0],\n",
-    "                [75, 20, 0],\n",
-    "                [85, 10, 0],\n",
-    "            ]\n",
-    "        ),\n",
-    "    ]\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "We want our units to be spherical, so we pass through `latlon=True`. Additionally, if `latlon` is not passed through, it will default to spherical coordinates."
+    "We can also visualize the face areas directly. Passing `as_uxarray=True` to `Grid.compute_face_areas()` returns a `UxDataArray` paired with the grid, which can be plotted:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 6,
    "metadata": {
-    "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:02.093729Z",
-     "iopub.status.busy": "2026-07-15T18:42:02.093647Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.676731Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.676331Z"
-    },
-    "jupyter": {
-     "outputs_hidden": false
+     "iopub.execute_input": "2026-07-17T18:49:16.986823Z",
+     "iopub.status.busy": "2026-07-17T18:49:16.986711Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.072910Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.072397Z"
     }
    },
    "outputs": [
@@ -1675,12 +1358,12 @@
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+       "<div id='edcd19ac-b738-4301-b1f4-140e0ce9e76a'>\n",
+       "  <div id=\"f8358e76-b080-42a7-a92a-cc205455fe13\" data-root-id=\"edcd19ac-b738-4301-b1f4-140e0ce9e76a\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
-       "  var docs_json = {\"b2ddf5d2-da2e-4199-a0bb-15ae383348b3\":{\"version\":\"3.9.0\",\"title\":\"Bokeh 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-       "  var render_items = [{\"docid\":\"b2ddf5d2-da2e-4199-a0bb-15ae383348b3\",\"roots\":{\"94701410-0607-4da6-bed6-fa2e06987e4f\":\"c311683a-d6fd-4c69-b7d1-e6e54ae5755a\"},\"root_ids\":[\"94701410-0607-4da6-bed6-fa2e06987e4f\"]}];\n",
+       "  var docs_json = {\"d57860f7-6be9-4687-bb6a-533ce14220cb\":{\"version\":\"3.9.0\",\"title\":\"Bokeh 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+       "  var render_items = [{\"docid\":\"d57860f7-6be9-4687-bb6a-533ce14220cb\",\"roots\":{\"edcd19ac-b738-4301-b1f4-140e0ce9e76a\":\"f8358e76-b080-42a7-a92a-cc205455fe13\"},\"root_ids\":[\"edcd19ac-b738-4301-b1f4-140e0ce9e76a\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -1749,7 +1432,7 @@
      },
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "94701410-0607-4da6-bed6-fa2e06987e4f"
+       "id": "edcd19ac-b738-4301-b1f4-140e0ce9e76a"
       }
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      "output_type": "display_data"
@@ -2309,12 +1992,457 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
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+       "<div id='c9629c1a-496f-4418-8ad7-08043a7cd3ce'>\n",
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+       "</div>\n",
+       "<script type=\"application/javascript\">(function(root) {\n",
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var\",\"@image\"]],\"sort_by\":null}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"01e3a602-81f4-4124-a1d3-e9a1c6d554ea\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"b49737db-c9a8-44d5-bf20-c5b4a362fb2d\"},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"36a75ede-a3af-429e-930f-e70364908ee0\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"1ba21227-38e6-41fa-a04b-0435f1a777b1\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"b549c6c5-2fd3-440d-8731-491e0a76bebf\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"85854b6a-036f-4f99-9adf-3c264d1dfb54\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"c1d44012-9483-4eca-9d50-d094a6babb85\"}],\"active_drag\":{\"id\":\"b49737db-c9a8-44d5-bf20-c5b4a362fb2d\"},\"active_scroll\":{\"id\":\"398c05d4-4549-4792-a097-615a6d3d430d\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"127c8628-37f2-4a2e-9206-4f9f8b229b71\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"381a4af2-2744-4d4f-a456-507ac7f3cafa\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"0715061b-4176-43dc-9a21-1ce9cf1cd12b\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"c7f7d4da-17af-46d7-bfc2-b65b4d27c39b\"}}}],\"right\":[{\"type\":\"object\",\"name\":\"ColorBar\",\"id\":\"8eb4c169-6f43-4790-8eed-8d54141b57cd\",\"attributes\":{\"location\":[0,0],\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"0ed23e8b-407c-400b-96f8-ab859ef1e39d\",\"attributes\":{\"mantissas\":[1,2,5]}},\"major_label_policy\":{\"type\":\"object\",\"name\":\"NoOverlap\",\"id\":\"415384ba-6b4a-4f8f-86d3-d187c9d75e05\"},\"label_standoff\":8,\"major_tick_line_color\":\"black\",\"bar_line_color\":\"black\",\"color_mapper\":{\"id\":\"e650132e-b9c5-4934-9437-9b632fdd09bd\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"0110d47a-7bed-4ced-ba03-f4b77297e2a6\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"edc9cad8-2479-447c-ba0e-5432db5c0113\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"b0615a8a-5298-41a1-9869-691c5c68841b\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"291db8ec-482c-4546-a79f-71c803679873\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"5ec4690f-925e-4625-8948-46dc19ef08ea\",\"attributes\":{\"axis\":{\"id\":\"0110d47a-7bed-4ced-ba03-f4b77297e2a6\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"58c7e9f5-5bbe-4394-b3c6-b82c29b3c124\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"127c8628-37f2-4a2e-9206-4f9f8b229b71\"},\"grid_line_color\":null}}],\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\"}},{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"d5240b56-dee7-455d-af74-4f22c9c01ca4\",\"attributes\":{\"name\":\"HSpacer00368\",\"stylesheets\":[\"\\n:host(.pn-loading):before, 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300px));\\n}\",{\"id\":\"0980beeb-2d26-4da9-9ac9-27f919f71a0e\"},{\"id\":\"299d4c5f-6d0f-4d31-854f-4e6650fd34fe\"},{\"id\":\"b32f647a-905e-41dc-aa71-439b14bd9a99\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"985a3b83-35bb-4f65-a27c-ff6472273a12\",\"roots\":{\"c9629c1a-496f-4418-8ad7-08043a7cd3ce\":\"cd3c7e5e-c75b-4456-ba56-3d4e03cdda15\"},\"root_ids\":[\"c9629c1a-496f-4418-8ad7-08043a7cd3ce\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Image   [x,y]   (x_y var)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "c9629c1a-496f-4418-8ad7-08043a7cd3ce"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "face_area_da = ugrid.compute_face_areas(as_uxarray=True)\n",
+    "face_area_da.plot(\n",
+    "    cmap=\"viridis\",\n",
+    "    title=\"Face Areas\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Need face area calculations with custom parameters?\n",
+    "\n",
+    "For most use cases, the `Grid.face_areas` property provides the recommended approach. For advanced use cases requiring custom quadrature rules and orders, use the `Grid.compute_face_areas()` method. By default it returns just the face areas; pass `return_jacobian=True` to also get the per-face Jacobian, or `as_uxarray=True` to get a `UxDataArray` (paired with the grid, so it can be plotted directly). For example, using `quadrature_rule` as \"gaussian\" and `order` as 4 would give us the following:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.074630Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.074507Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.083884Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.083437Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "np.float64(12.566370614359112)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "all_face_areas, all_face_jacobians = ugrid.compute_face_areas(\n",
+    "    quadrature_rule=\"gaussian\", order=4, return_jacobian=True\n",
+    ")\n",
+    "g4_area = all_face_areas.sum()\n",
+    "g4_area"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we compare the values with actual known value and report error for each of the three cases above."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.085104Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.085019Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.087770Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.087247Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(np.float64(0.005033379360810386),\n",
+       " np.float64(3.1938185429680743e-10),\n",
+       " np.float64(6.039613253960852e-14))"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "actual_area = 4 * np.pi\n",
+    "diff_t4_area = np.abs(t4_area - actual_area)\n",
+    "diff_t1_area = np.abs(t1_area - actual_area)\n",
+    "diff_g4_area = np.abs(g4_area - actual_area)\n",
+    "\n",
+    "diff_t1_area, diff_t4_area, diff_g4_area"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As we can see, it is clear that the Gaussian Quadrature Rule with Order 4 is the most accurate, and the Triangular Quadrature Rule with Order 1 is the least accurate.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 4. Calculate Area of a Single Triangle in Cartesian Coordinates\n",
+    "\n",
+    "For this section, we create a single triangle face with 3 vertices and plot it. By default, in `uxarray`, we assume that the coordinate system is spherical (lat / lon), however if you want to use cartesian coordinates, you must pass through `latlon = False` into the `Grid` constructor.\n",
+    "\n",
+    "Assume the units in meters - this is a big triangle!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.089207Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.089094Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.407739Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.407209Z"
+    },
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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DzmmdCGy99dapX575zGdOrhN/+tOf0jMar60y5dBDD51DppDhfmvclO+tVb61a49Oa9/555//iLVVXxuTrWtI9NPee+89xzle85rXTCy++OLTtrN7CJltHDmX8Q7txlTgkEMOSd897WlPm3jjG9/YcS09++yz03FXX311x3swjx1j/ZgK1m3H/f3vf09/f+hDH0ptTx8I/Pa3v00yt9weVcdG9N2b3vSmOc7ZCcZfa38Meg0q918rrOGt85J+QXZ6vf71r5/Yfvvtkz4X47ddP5vz0ea33357VzJ83JAjRGMIEQ80AxCNaAce1AB+MmoC7w/vpPB1GcLEIiPtIOrRGkHgXY6cAR4W3j25OjyW5ZA/qszSSy89R4jXsTw0KtdMlRgYHq3WkqaXXHJJup94taug1e6eW8HjJ5rF64eSFBCaFmGZDhLWeWnkYkRfgERJ0ZRWD/cgwAP7q1/9KkU7egHjBnigp4LvWz2Q+q0c3TNeULF+9rOfzeEt5+njuTM+4yUKAmUK5kzBW1ulP8vzRXSP5xiFQpu2o7HwSpbHr7nFUxwlrkWXzIkypRPaJc22wrgMGpb7iHYRWUL/4mE37zohKv/xOJcRfTRdf3b7rJ1476g27Z63fK5yu/PoiiA5f7nNg+Y4XVu6J1FfHt5yngOqnrYUjZjOUz4dnAdd53e/+12K4nlvR5frhPLz6k/9igLGBkH1a8XHPvaxyf8biyidvOvlPCaf+a48t3oJUQvP2UpPK8t0beGeYq3xMg5FToxlUUvQtyJOIs8RCeLV97n/g37SHq3RCtHDMs2aTPE36hiv+0zQbu0z3tDNyPIAGY8N0AkiymW49277I6JEVYojWXdUlRM1DopaO4QMmKpqaTdyHmIOiaBo+zINUfSCbIroSjdjI6Ddu4lgd0Jd1qAy6BeqAotKiWKLdGoHdL52+WN0J9G4aHssA1G/TJtrj2wQjTDaCTmLPgUFTcsiiCLVDsLUqFqUfQo6AyGEA6WjDJOxU1I0nnY7SNQkkPGBUQWcnxHQem5UDnkPoTwRQBRO/OypEALg//2///cIXrtCCl6djMFO91xG3A8B04oqFdPi963HakfK2Ez3fpkN0AEsAoS+57KAV805maoPYsHsBN+3LqboLK3j1+JM6Q1YDI3TsoHrxZCeKsm0G1QZCyBHAkUDPYmSRJl3LxSO1jENckBanw3i+aL/W6sKcma0Giqt0C7AWG9tG1RV3PZ299SKck4GBO1xuv7s9lk7ceXNjekKNKBaotOQI9rGM6JnlZ9PW1JIW/uytW3Rdjl82s1fSg9FTW7ibICyZayjBVFK5DF0UzkSlRH9z7NGvkkkSLf2qTZpdeyQ5+3mls+n6o/ZgMGCStYpl+inP/1pGmvoia3jNfInYy6HkcP4YRAyAn3mGmEQeTdWUZ3KsOa1JtiHrJgqD3IqtFv7jDdGdGtxhU793K6fWmVdFehDhg7FuJ1xXAaDAdWUgY2eNp0MmMr52I2cLx8f+Y3mQsD/0Q+jX7oZG93K7OlQlzWo9R7IDLRb94H+jFqtbeVYlWmjKIbGAZ1HO8YL/ZfcnK1zZxSRq8w1FFEBqFOyqoW9XZUgnHuTRNI0zwqlF4+97KWkxFlkLSp4tooLOBevK6W51btc9lq2ot13Z555ZlrUeWIl6UsGJKDl4ZQTpkFOBq4z5UHCqt+KJE1ndPDYAK5teWEkrFTPifuoes9NRqfFjHFc9qRR+nheCUteTl56fHOK/kxKsjsfqCzUCZQHgrk1CtPJw1dW0o3DV77ylanaWTswTmaLqmNBtEHuGYXk9a9/fVrotbvx2y4aU+X5Zoq4nryjTuVkp9oMMkrytypkMack5Ju7VdGvZ6X48pRSho1TSijPvH5oLRJQFzCW5RJxCPE0d1MgxXzlIeY1J4f1BwWfHCdPW8dZp3bv59jrBMorRUw0ojUhPO5bIQHe7nYIY4JRQ+EV5ZST4p7NN3JdhIQ8MS5EzcqR917Iyn6tFb2IZgS0gfwV8lpO02wRMoCDpxPIOnNvKjkPvmdAhmPFXIg8IPNX5I8DTi7gTMZGr9fvQaxB9KqpdLg4ph0Y4owjLwaYSCWHcRiKod/Qn7xaYX3vxOwZV2SDqKEIqhcFtnXSmUg8ma0REJ+ZLJLcvUxmC7PCCcKqQf0SwhaS5oUoJxn2KulWWFwUxPnLC1BM5DJ4Qt0bgwhNjsCsIugluhJo8bt+tX9448sIOkeV3zu2TM9Bo9POYbT1Arxa7TZSpTy0lkClYKEreLkXypukYF4ogrmb/QsIaS/GN0O8HaXCprkggb5bMNTRBtDAhr2vgjEtIlPeiFKVtG43sG0dHzx6ZY+neTmd5zj2DKF4zGQcheHTOt/f9KY3pbEkWZxzopeKXLtnUMRANLjT3l8WdGNSaX3KVSC2FCi3JVnnecoRXW1bBqWaV7/d/EUTpmD3wsjmfJLI73wM5qpgiN5+++1JZpeLKEy3dUAdwMEWRXRaN/sMGaSfq4xXESEGkXnB4CdXOL2sXxw5HHftHDgSzFvLMGtPiGIpEb1snbfdROyNN1Sp1hLcreOtH4goEUO7UxGHbmDOGKcR8egE8ltRHnRFcqIVjFRRuNbKsNYZ4xlFWESDsVEuRtDt2OgGvVgzZrsGGSsogYyiVkMu5FA7Wn8rOImDyg/akVNIZLaVKgwqBtONskE0JzJlrqEwAXkI0ENaPYOq08g/YBS0erFNlNjRmKDD68Z5jXKhEIpO2RNCOebF6QXanZ/ygxvbDuhxQsGiSX5bRYlA07GBpHwjG4D22iPKI2YxJszLVBXKSTls3QmEu/5Tkax8Hzaxc752FbBmI7SVDS5XlhEFaqX/RO5IwP2J3Li/qHoXykRVRZ/yQ4HHkW/1suLtU5BUE5K31S3wynnHLcStsMBUqcbWKxiXrePJPKtaOrfd/EYXa63O1Wksl4Ejrs9VPmqljEJryetW8OJS/FurJVLuRCYoLt7bzR9eyemq2FWB8UAutXveuK42p4SU25jSxQAvIzzLrfKrdWd35+NEUnmrTKHiuaZcUPQ6VUvsBpQUColna1fZqxu56f+t5ZLrisglaq2ehiEQ0aNQ6KYarwwi/YNeFRQ6a5moEE89WdWu2pk10TUC5KG/GcKxoWk4E8qV7Iyvbiq+GW/uoSyXrNFR8rzfYBCJwk23d1AVkNEodeU82XawNlPoGTyt64iIJvlPfsS2DeV1kNNTX3qha5cdQN2OjW7Q7VrWjzUIhdZYKY/LGC9kvzXYWhBgaLeTu3KjIZgzHMfmCIMHla71xeh0Lk6CjP8hR4gaCoKCsqmMtigO6giBo/QvD66Fvby3kLC0hZ4Hu+zlxCNGm7M4o10Iv1pYeMp4mOQYUTqUpOwVpYI3SXRIjhLFnxeKYUb5bqfAOQaNRziYkdep3n4rRJKcmyFol2zt4bcULQJDqdAq+T6dgOLn3ihKjC+CP/bxafccZViEo6wyLrX+4xGitOmDmZQL7wSJ1SIYrkOAoyVSXFt3HzdmKGg4xzYvpfgaF+WkzFAcbMLJMOW5066dNr8TnVOkgdLGUPS3scWLy0uuX91bpyjAVGAoK9tqsSXc3TflhTff5yIH4TnrN4xpc4TiYBwz7hXOCPpZt9D+6C/mq7Gh73giGfjoK1N5IymHcoXMFWPRosjIsXBrJ0q9sT8VRJDJDHO+fC0KDc68+3Iui6sxQ9FliDCGyKDZQgRE9FD02jkpuJQLbcrj6f6MSwqwthF1wdendKLQlOk7xiwDizygrMk5sldJRAfKz7fvvvsmp4Y57TqMUsqKvKvWPUgiqtBt/on+IbdnErkzZ9GH9KV+FCXrV+5PKzAHGHMi+d3uhRZRIq92e8/oN22OfiQpXmSAIWoeKfRi7AfC2CEvy/Qq66D5IVoYe8yUgW7HAaO/RDwo4AqQMHZC/pgvxgfZTJ5T1q0djKmqQAOj2Nv8W1RIv8nrie0j+h3NJoPIjpnQnMugqMeePtNB5JVzkHzXh+uvv34ybLQ1J581l17SuuZodywEbWx+c+LMZmx0A/fCcKR7WN+sYYo4dZODNNs1yNpp3UVpI+foXiKLxgsdhTwq55fRZXxPdzKuGPXkrbFMHkXEJzZB7+RYtaZYw7X7uGyaXAnDLnOXMTuceeaZE6973etSWdd55plnYuGFF07lN8slKu+9996J5z3veanEaLtylEoyPve5z02lj+N75SKdV8lG30V5x3alR9uVjZyq5KeSmcrBKgftnpUYvfjii1MJ0k7lqjfZZJN0PmVAu4HnUVZTyVMlRpUyfsYznpFKeSqN+c9//rPSPbcrux0lVl/+8pen53jFK14x8YUvfGHK52iFMtv67DGPeUwqJ7vxxhun8rhldFN2e/fdd0/H/vnPf57jc+Vm559//nSfyqxee+21jyh1fMIJJ6QStk9/+tPTcS9+8Ysntttuu4m//e1vc5xrn332SedSbrSbEtzKPT/1qU9N537JS14ysc0227R9pk5jql27Kjd64IEHpuOd1/mVqzUHWu97JmW3o3RwK1rLoeqzddddN42tJzzhCanktXLGrSXP25Uc7lTW19jdbbfdUqlX89AY/vGPf5z6Z6ONNpryt3D99ddPrLzyypP96V4++MEPTlx++eXTtsd1112XztlaTjZw3nnnpZLxMaeUn1999dUnvvWtb83oWVvHIijTvMsuu6RS4eaHdlC2ulwS++STT06ld0P2uWbMlzLuu+++1JfuV/8orx1l/Q844IBHPLv+c5xtBpSN/t73vveINtDXZGQ3Zbc7oWrZ7VtvvTWVMXdvrr/BBhtM3HjjjW3LObe7Zqe5ZWy8//3vn/LayrC3KzPdDp3mTpy33bjQr2uvvXbqZ/1Nxiy33HJprLVCuWbnuOeeeyY/++53v5s+e/Ob39zxuck95YrnnXfe9MzkbyvchzY2psjknXfeeeJrX/ta5bUPyLU111wzlWt/8pOfnEq8W1Odo1zyvFM/tRvD7dDpHsgj1+20nk117cBXvvKV9Ps77rhjoipuuummVE6bPIg56++bb76542+ibZVKv/vuu9seU2VsdJI3U+GLX/xiWrfJsPIcGuQaRFeznQL55ff6hFyh27XrE1uTOJYMsEWAtXSzzTabnAvuh8xvNw/KIFfpXhn/w1z+qWY6ZWQMDzwoPE080a3VezL+h9hIV/7KTKIuGfUGeocIG88hD18/garBqy7yNYoQHRAhFy3tNs9QtFM0AfW0l/TWOsNGtbz8oh7lnK2MahBB5dmXZyOSUHeIdIlmtdv8NCNjFJFziDJqD8o9pQXtJRtDUwM9DWUoG0PNR7vqQ1FQBK++30BHQsUYRgn4QbUl+lq5cExVoMeobjYuxlA8s/LH2RjqfryhUaFTozm+9rWvLeoOdGnGvly3jIxxQc4hyqgt5ATIGZBjgvuPF53RHiprqVbD+6gqXEbzwRg59dRTU+KtMtn6NvIDB+FhxqcvF+JoMuT/SBCXAyMvSK6Jlz3ZZlI5Tt7lVBttjiJ6tWHzOECuB6OI0Sz/TM6sXA9OhiZs62DLhG7ypjIyRgGZMpdRW0QSr0IIPJObbrrpsG+ptuDpltwuydOi28+SyBmDgcITaEqoXfZqUmhBlBRdbqp9hDIeCYUSJJmjuil4ogqluYJ2ON3mrxkZ3UJVQoVH0AsxHETtN95447yGZWTUGNkgysjIyMjIyMjIyMgYW+QcooyMjIyMjIyMjIyMsUU2iDIyMjIyMjIyMjIyxhYjR57G1x2VROCMjIyMjIyMjIyMjJnjsY99bDHvvPOOj0HEGLLLsL1qMjIyMjIyMjIyMjLGG89+9rOLu+66a0qjaKQMIpEhxtDdd9+d6v0PEkcffXRxwAEHFPfee2/a0PDnP/958Ze//KV417veVSy++OLFRhttNKPzep4PfvCDae+CNdZYo3jd616XnvPAAw9M11KBSknZV77ylckgVJr3q1/9avG3v/0tVWm7/fbbUwWyJkBFHtV4RhlKsCqdrB8XXnjhoukw166//vpihRVWGPatjGUVuqc//enFC1/4whmfY9TmnH3G//Of/ySZZ1PJUcao9d24oF2/0R+U0rdRcEZ9Mcw5R3dQaff//u//im233bZ42tOe1vdrnnDCCanS6eqrr1485SlPKR7/+McXv/3tb9P/L7/88qRf0j1tBXHJJZcU888/f7HQQgsVz3jGM9K2DYsttlj6zbChSqvtFejOUxlEI1VlzkM/+clPTsbAoA0iuPPOO1NZ19NOOy01us0xF1hggeLXv/518eIXv7hYdtlli1e96lVdn5dVywC66KKL0t4kb3rTm9JAZQgts8wyyQBSQtZnBiuhaod5RtSqq646o2sOA7fcckva/X3UccUVVySB8YpXvKJoOu65557i2muvHasNKkcJozbnyGCbOBuPSyyxRDHKGLW+Gxe067crr7wy6QoUyoz6YphzbvPNN086nv0GB7EPHdCl11xzzWKppZZKex1yvi233HLJ0c8QuuOOO5JDlGP0N7/5TQoEMNjooQwkxtDHPvaxFJ1ZccUVh+YErmobNCN00BAwet761rcWf/jDH5LSa8Cwoi+44IJip512KtZdd93iIx/5SLKmWdi33XZbpfOiAR588MFpwBlc8LznPW9ybxLGz5e+9KWkBNj8jaJtkLrue9/73jQId9555+LII49Mv7UPhw0JRa7qZA/fdNNNxahD21911VXFAw88UIwCjGEbXmYMHldffXVykMwGozbnRMx4KMnEUceo9d24oF2/WdutDRn1xrDmnA26be5rb6tBGUPAiPjyl7+c9FY6JGMCM0FEk8OJccbQ2WGHHYojjjii+OIXv1h8+tOfTu833nhjYk2J1H/qU59Km/06lnP/T3/6U1FHZIOoxzBgzj///GT0fO5zn0sbi77lLW9JkRywe7WB4ThWc1U88YlPLLbbbrti5ZVXLr7+9a8n4+dnP/tZcd999yWjhmXOSOJBYKEzol760pcW7373u4s///nPiUr3tre9LdFJtthii6Q4/OIXvxh5WkkdN4jkCbSx5ijsBC5RMWM4MP956DL+B44m1OJxMIgyRgf/+Mc/km6QkdEKegLn12qrrVZ84hOfGJqz/+Mf/3hiKR177LFJv6Vj7rPPPsVuu+2WdNIybHaNmYTid/jhhyf9lEFHR/3+97+f3jfYYIPkwK8TMmWujzAIfvCDHxTnnXde4n++4Q1vKD760Y8mWl3wLLtRKHmQ1llnneLCCy9M0aZtttkmGVcscYaQiBEjSJiSRe5vg9i7XdrR+NBJttxyy3QfQr9bb711URdYEB73uMcVoww5X5RYIWV5N4yjJsOY/OMf/9j452jqQilXZjY5gqM25+RRkrnkIsfQKGPU+m5c0K7f9ttvv+Id73hHyi3NqC+GMed+8pOfJJaP1AgO7jrhhz/8YXH88ccnHVfkiJE0HX7/+98XJ510UnHxxRcnBtM111yT9FRO/rnnnnuolLlsEA0ALHuRAYUVDJwXvOAFiVpnIFCM995778o5GAwrA/Dcc89NPE6RH++MLblD/n7zm9+cFAM5RqhZqHOiQXKYRIbcwyqrrJKMJ95Ug0QOkuOGmddy2WWXTUbSRhmKYfCM8Gbj5jY5SvfjH/84jW385ozmYdTmnHxNlI155pknGemcPqjLo4hR67txQbt+oyRiDcw333xDu69RBEZML7dhoV/J4e433DNaGXkmd0eESPoFpb5u+Pvf/570SfoMvVb06GUve9m0v6OjijjRRzn1l19++WSsoNV1K7Pl609lTFU1iEaqylxdsf/++xeLLrpomkiiRvJ7QEhR5QvRHZ3JWp4OFnqUN4lujCLeik9+8pPFhz70oeKoo45K9Dkvg5JBBDvuuGPxzW9+s/jRj36UBp3rCmOqgsfLbFC69rAVc9S+cYCFj6EqEZEQYZg2pRJguz5D28wYPEQa0XI5XGaarDpqc45CKRJ+8sknJyVTNBydY6uttipGDaPWd+OCdv3GiM8Rot4bFQpSMYp6Beu1c/YKdDVRJ3pYvCj3KJT+j0G0/vrrF5tttlkaNzOd867jfPSOhx56aJJZ4OV6s9U/jj322GR0uI58OHn0ZDH9lM7aCfKQvDj6tQMjiSHIAGTATPXbdn0jDWU2emw2iAYAZRr32GOP9H8JcRQYSWn4lVGNQ+hR9Y4Pf/jDKeeoE3jjHc+g2WSTTdLLILfoOwcjyXlZ2WuvvXYqe6jwgkhQQFRC/oHBI1nPAMLpRDMZJkSvxgHaW18r4XnWWWeliJ4+amLFKAKvX2HujKlhwXjqU586qzyuUZtzFmHyEwXDIkuZwH8fRYxa340L2vUbqlE3yl/G1KCY062sTZzOvXI4YnfI554tKP+/+tWvktEWEQufxeahjBT/d9/GhZycqcDoY0w4h3P6P73Q78hERoY2cS36h0iJ3xiLnomsnGeeedK1tZln9P9ujQvnRKNnHLm2c7sPaRyex714Nt+16xP36N78zn1USSvxGwYkBxg85znPKWaKTJkbIgwUIVHUOR5NJQ0NnMMOO6zjb+QeMWb++te/tq3vbnAwjk455ZRU6YPlblDzIKsLH1Bb3jFCmyJJohaMp2HCoB43ygBB9e1vfztNeh4ctMYmLYy8TYQX70xG8zBqcw6FU0VOjiX7wW244YZp0ZejMWoYtb4bF7TrtxNPPDE5Koe9Bo8K6FYcjoqr9JJmZr2bqQOQboZNwVigvD/zmc9MY4ECz7HYrdHG6MHyYcw4d1Ruc15/RwSI/scICcOKruEz+gYDSlvFa6655krn8Zz2OfIbjvOZPHPoBp7XuV3XNh3A0InInbngvlzbffudexNl0ndV8pLAfWtXOm3r/WbKXAMQ+xSdfvrpSRgSinIxDB5hWYqyjvW3iXTzzTcnqtxUC6FBJfHu9a9/fRrMu+yyS/KWiirZl4gh5BibvSqZTGDIQRKSlZskkuTaBqRrG6DeUfCEaxWEMAkNbp4I7yhfnkPyn9+ahBH65ZGQ38QbgrLnWXxu0LsP1zYpKTJ+L1LivI5hIMpp8rn9RcAkMnkIEFXzTDDJfHEvcd+u6d3GYYxO54tjPDPaIMoRoRkTM64rumbC6g/no+y7X5NKu+K3fuUrX0mh4RBk+sceEtreNVVScX1Ga3g75InpN1UIXct32oNAi/aTbMgz4zv97Lyup1qhUu7GgKiA+2EUu75S7J5RH3s+L995LgYWgeZ+CQyeH4LUPek33zPIhaidV3/rX2NHAQ/nUXYzPFUh3LQ9wWPsurb/uyfX0L6ioOihysETrJ7feZ1fvpp7VDJa+2oTY8A96bcll1wy8aWNT7/1HM7r/vyW508bEpbGgnt0bZvHOcZ5tZtn1ba+l1+H36xf7Jukf92LghCurw1d45xzzkl/uz/Pqp8UvzAWRV8d47rawHzgoNCGyrHil4dXL+gOriu5X99pd/djjHkmEVmRWXPGK8afc5sHIhvG3qWXXjo5F/3OMSi42hkV1sLhecwnbexeUWPNVc6R8Pbx3DkHGWLcGGuON/Zcm2cObce5jRdzI9rYcRbacr8ao9rKOPVsjBD3y7nj7/I4Jd84ZMg0fHG/jSqLrm+eew5jkXMmaJghq375y18m+aH9tIHfepaIphsTZETMiajYpVSsZxlF44HDC1W6F9De5ps1YtjU6VFHu37DEjC/MnoDcqcfVVDJl5lEZslXFHmyyZpDHpNjZN900Z9Wg8o9+L/1x3OSs87L6U3GVTWsrCntnK/Pe97zJg0Za4L79Zm1uBvZ4PzWg3CWulfrlLaISJbn8dKm5L+1z3rlefRdN4VxQr47x0yN1kyZqwF23333pExRtpQwtPkXxYDCruoMo2HfffdNx37gAx9Iisd0A5NSYd8hv1NQgaJHMaBY8JxS4CjXFBHKrERPyjyFhfLGU+VYA5NRQ1ij5Ml/evWrX50ULff1rW99K52P0q6CmklvYDuv/XYozgY1xU3Nekqp8ygsQUlxbtdxPwsuuGBKIHS+OL9JpGqUNvHMJhTjST4Wz4rrx7Hf+c530r15Xr/z8jsT0jNR9uJYk02bU449W4SWKWoMGtf53e9+N9k/FFQKt/Yx4RhhUdGKsrjSSisl7wTFzyZ7lAv3qw/23HPPNOk9M8GijYDiSPkX0ncOtf49P8Pos5/9bDqn55F0GAaRZ2I0U3oZLBRpyry2Z6BZbPWRfQH0neIN+oAyySjFVdfPDA9jgjKvDfUF5dFv0DA9i3vW1vpHu3kuhjPhhbrJAGQMEeyUbH8rpUnhpTi7D88lh05bMsYJa8orIU6x1u/KccphM9Yp2tqEgeae0D/1n1wQ52UQuSdzBW1UtFROnXGk3RggFHntYoNkBqwEZtcIg4ig14YMCw4DY0QbGjeeW3ER1/Isnslc1N4MDAb4cccdl4wZ48Gx2tC4sEB5JouI8e8zY43S7t5UCeJYMOaMXfOE0eM77Wt8+o379M7YsleYvrUoGbPGpXvTp+aAZ4VDDjkkXdcO5tqGQaQN3RODytxXmdJzuC5jyrNE3xlnxps5yyAK4w61lxxC+fU7/arP9KvxYAz5DN3T+NJXxot+1saej7xyLIPIWAPjJowp5zPW/N55zZmNN944/R0UOP1nvrk/C6Y5Y96a857bnPQ8nALmUWxw6fn0qcqcnjOjPfSZqk/kuH43ZjhScsRiMDA+zWnyKqN3GLZxHxQwax4DgIOJfK1itAQNjnHinROIfKSrWIPJQOfrNWX9UY96VDqvFwcUOWxNIaPpQTNlsLhP+oVXOWoXDi7njojWsPo6U+ZqBgosJYvCKBGYAkzZ4TE3Gc4444yk9FWFHJX11lsvDcCoYU+JQpOjXFoIKc/OKZ+IIuT6jo8BZlIzsGKCRlKevyMpzyJq8kTYNb7zf0qNAR/eXZ/HhrBB+3NeRgTjLI4x8U0+giTO63fe47zuxW/j83iP0pjlUHB8F2Hj+C6uT3ARNJ7d9XliwLF+6z5ckyeaIkYhjlBvRL48j+MoevEMnt0zBX+XgHM+3/ncM7hfXiP3ABEpiAhKeL29tInfa0/ncL+Oo+hHhCLC6JRHgiiiAxGd871zul/P7n5D0Pnbb5zX/bmnqOIS5zUefEZIMhQIeccGFzkKR/it63hu5wVKs7+1b4wf96/d/E47OK9z+b/r+W1EHB3rt76LZ3Vt5/V3JHdGxLB8XudxbvcU5w1PVkQz/M5nfucz13Rt53Ud38dc0DdeFHxGWCx2MdbiHiNiUR7/zhn97FUewzFGQd+U56Lf+84x+tUzanPHaAvfeV73b6zF80RCbbQ/eWIsM2ai74yHaH/PVz6vezWenCc44uVxSmbFvHG+8jiN88Z+KxGlYzBFVDNkRMyZaI+QPX4X7ePvkAEQMiJoIn4TQJfjlPCslIhRAcfATPM+KTjWFBEhOa6cAtYCn6OoMC69i6QbY44VKa3qzc7ort+OOeaY5AjiUMuYPcgu8tgYJneGUXabfOVEIousg5yh0+UfkW1kNkeWueb3ZB3ZSp5ai5xvUIbe73//+yQXOEfIbjK2rrnOU/V5Lrs9RWm9JsEEFF7nYUAFmsl+L6INPOw8tRQRexDxFtuTSOEFRohKcwYRhY6SwltFkRhkzX2ecl7xYUA0Q3RClISSNxUIqKDuZQy33+oCURzRuV133bVRRSaG1XfkmfYSzSkbL/0ApULkgwOIQYSeZFHvlNg7Dn3HgBSxp5iLGooIiSiC9YbDJyJ0osmUoqB5ibyKMIo0M35RixWv4EyyvjCgrB8Z1ftNRJgih0WQUV+DyHmnO19UWiPj6KEcPwyaTkZMVJpjQDE6wonoN2SjV1U5JQKPTeJcnfJ6Ob7pg+HwnQp33313cpKIxjPUOKqqGETmv+iy/TCbZBBlja7miFwZlJWVV1450UeUKVSlrGoiu4UMtcuAQEdDCRN1QheyIKLeGOQGvT2ReAsZCGhRvIKDAhrasBTr4BxH5GoqoPxRINAbM4bbb3WBuYh21jQMq+/IIt5SikOVPStmA5Rdzh2LpYILlAbKPC8syh8nk0gJownVsOwQsciiG5ILjABeXkoBI2LYdJyZ9h2lC0QjnIMSjlaqneQhiOaJEHk+nmGVUb0C6KDB7aeoobpyEGkj1NjIsYiczYzp+41yGhH0jPpC5Hwqg8g84DwgQ9B2O5WBDiod50EURqCoR07yEUcckei/nBJkpSgu5xGa/FS5kJwXDLHZFpKYq3TP7ku+MafHqquuWun3KM7TOZbLQDVnyNA7h0nTzQZRA8CaF9GRXxJ5FLybchwYMYwc/PypFh+JyTyjJpbfot7h6qN98aBaCA12iyGPn0npu3GBCS8XokrUJ2hhGRkBVAL0gioGdcbDjh6Kg7zBQQBtGETwKJ/yxdAcOYMYSvqNTJTXR/4xCCzOcis5i+TxyfsiRxlxjpXzxbCSe1XnqGDQZaOcL0o0FgDDRW4hBw+Dp7zhpLXCqx1Qu8rKUnmbCI66mA/yFVHuBrGRZdNhTPLAZzQXnKqczaI9HCbtii8wmOhb1gqOFdEjzjQGjEgQw8B88RknDicNXUO+N7nEyOrkpI5KboywXuAzn/lMyu2Vv8p5vvXWWyfHUZVCBwowNBHZIGoITBiGEcgtYq2bXCzxvfbaK3mnLdCsa0nerYNWsqaqUhQRv/V/HlIevcgl8M4wikIOFJZBIhbTYYCRQ0hV8bhS4nq52VvTMcx+qwvMqyZWiRpm30W1wUGCciF51wsYMzH/RY7QxlCTeetFgMlNVSdRiiN/igFFdoqgM5JEkBynMEfd+o4hRNaT62Q8I0dkSJSIAqZ4hcIkvaYOMrwUBxkV6nq/+806zFmZMVhE1Tb6FYfBdA7RTqwc84yDhVFEh2i3JQrHBGPIXPO99cJ7ORqjoJF7QD0tn4POoaBW2eHmd7ZVIX/k+G233XaJTdRKmUORUxiKYSMSXNVB8ZT/bnTqpTiXlAI55lEt1PU46Bk/IleOifZrpcyJwqt2LH9dtVZ0QM4pn0GU1o78eLKDPPZSjAlriUzhnDr77LOTwdkPZIOooZNYWPSEE05Ik4Ig5fEz4QzM8IhawH1uMTShhOqV1laViyfDomgSq2SFOocrKkzLO/q+972v79z+VqD1iXYNA7iylCGTfbq8KUpVUz0go9ZvdQF6UJQVbxKG1XfaSTSGclgHQ9Kcpix4qaon4qNKXjsZSEFgAFF+5GeKsigDz5GEThaVmcjcfkaOpuo7Sp77YPiJfHsOypj7cV+UJMYdhaRfG3LXNfl62GjXb9btQa+3GUVybkSBFjoVGhvDiCFvrqQiBirc3nFHUbzsZcV9L3/5I4z8oIqSB+Zb2ZCJvYKijDW6G9ptO0cB/UslUpGhdgYVtNLvFIs54IADkuHBGOHcKINOwwGu0ivHDqq/9Isq+Pvf/57kmHfGFDBK6Iz0Q7nott1QDAtbSbu5n0449NBDi3322SflaYu4c8YwfBiQ5gRHjWqr5EYU2XHPzk3OWmMd10+qcjaIGggTVfGD2IeDYSPUqiSyRRwP3mIn0VuJYGFWeUQUEN+bnAY6JUC1OQaTiSLUywOAPsaSVz1MiJTHYRCInYaHgahAVsVTqkqQMuL6IGO4/VYXmG8WtKZFDofVdxY1xsOw83DagfyrKofx+r3ISp5P0aXPfe5z6TMl3jmlLOb9KMAyVd+R74w0VBcKGFD2KDMUb/fD8EOLZty5334YpgoIcL4xfOvY18NAu35T4Ej+h1fG4ED5jv1vYu+zKICgn+beeefiiaefPnn83JtuWkwceeTkWKa0m2sMBtHiYOY4H2qtz52Pgs9xXa7e2wo6F52ulaWCVhf5ZSoFH3jggZPf2UpAOkWg1SCSi4T2JsoC8jVVMqbvdcJ//ruGxX5HgCJM3on8iEopTmNLBs9Cf/SsqhWLRHXSoRhRImDgWNtm0KM8b7QbmmFQ/kThySyyg2Mf+uW8CWSDqIEwqC1y+Ossdl6AWNx4AyTJqiAUZY1Z+EKSQp6sbfx5RtNhhx02mdBs0vBMMJZifxMKngV+UAZRL3eU7haUM5O5CrpJFhwHDLPf6gIRQx6uOueS1KnvLKTl8vtNB/nB8YRmhzpnPDA0fCaSz3Ms+tSu7K42QHnxig2QGTLTjaWp+o6zRqQ7DDFOM4oTz7McoNgLzmunnXZKji8GkUi5e+0VldHzYC5EfkNG+36jYPayGlpGdTkUjgAGDQNHpMecnOeGG4qnl4whePzRRxd/WGaZ4v7FFpvcP8c8pV9FzlDkgxn35r/zz4aSKiriWqoEi/qWocDWVEA1Y4jEdg9ALrUziB566KFkgNAXw2gRzeEoZ7BwqMsJFAVyjrJhJwfR8zIOO1VK9NtAFGyZyqlDhopCkZt0XWkccjj1U7+QDaIGQm6Pwak0avBBDWaLnJwik4AxE/vk2IvIho2MJXQJxpTFCQdeCFMIVYRJGVyTj5fKBpImn0Fu0A6C1jJM2pXQuXA1pWG6ggkSHYPzmjHcfqsLeLNsPkrZbFI59mH2nUhM6wLfZDCEWvOIKEyKC6DVkb8cUhZ2Digym2Ji3KC0oLbxIlM4cOkpF+QvWY5qQ0nzfzKK0tGu7ziyGD+UD7JexB89TjU9TjLRIeuCKqNRGhulJ5R0SpeoDgqXe60aLesEv49zxF5t4452/aYPotJpxnAQ+7sF5vvTn9oe9+if/az49fOel44X/WEImZ+MDhFYKQexx1o3Rq65z1Aw/8qIwjPtqPwcHMaN8SPCJdoVOiKjjHy1NokcxYaorU6o2PD117/+9eSefCCCQ1b5TZVCCtOhde7HfpXTFXbAaiInOeflHdFb0ZP7geZuwjDGiJKvokIBA5mHGp+UAYPWZY8h3gELMkvfpBXejN2G8VhFi/A4nYsixxDygiuuuGJyEznH9RuMuWGBV0RYOjZqnQrCw0K9GcPvt7qA518SadNoQcPsO5x9C3WVOddUkKkbbbRRMpTQRXiPr7rqqiSvTznllFTJjqdU7qYFX5Qe9Y4XlCIjaRnfnkwnnxg1ZDK6ylFHHZUqhTKg0Gjw+Xl4GVhyChgiiiiI+qgQpWw4mU8hItspQhAb6gI6zBprrJHWDOwB7IBWGs5MQDlzvwo7jDvazTke8KAFZdQEHbYD+M9LXpLmjv4S2WNocFRwYJizHM50tKrGUGxgzhAxDswTsnGq6Hl8h5JHRshhYnCEgyk2eBe5pru5F84V+T4qZ/q9++UI9m5+PuEJT0gyIzavJpcYdq0OYvogOnD5/sgca2DQc7tFGKLtnAKcQ6LYqH4i34oq9AvNcWVmTILFLiFNKcZ2sLgxfLymg8p1IkoUOeFdSW2sdgusCarEI2+ihaxflT3qABOfAKjiwTRpeVMYRYOiE2bUGwxq0dVyCeKMqUFZp7irqISCMcqgKIgCUUrk9iihK39B7k6r53eVVVbpSIeJc/g9RoAIkAI6Ivw77rhjihBZG9B/ySYV5oIxoGKTnAP5BBSmdpFMCoe8A441ijt2QVTko4gw+ilZ3YInW9QqmAaUG0oYOgzFyvPw+qqWSklzbRG1qnvtNR3GBGZGLlFeIyy9dFHIvTnooMmP/rn55sV9iy5aPPWBByajtpzJ5L+xLZrTjhbbCgUCorqd/8f+RhwSZKF1JCLFnCfXXHNNMmbIDBS2sszwPYPCexhh5g3jiHND/rgoMbqZ6nCMGRAVioiQ13wt+xt5JnLD9cr50hw75Lac9U033TRFtLCMOF1mSg3Udp5JJIis9ByMS3KBDsqZ4zramqO/X8gRoobCAJW8i2MZyYAzAesff9zEQ8Wg7BvUFsGYIIwmJb37jWEWKTAhRcaqGESSAC3eJqnweNMS6XuNXFyiSPOldVPPJmCYfUe+WLA5YsYFvLDoaJR9MmS6ipbtwHtMuaGAMHJEk0SWRJCCyotagteP6hKbqlKawqs7Xe6Y+0KfE7lizPCI89JSyJzvtNNOm9zgtQqsKeg3UT3LPIkcqaiUGvdEOWMMdqq01XS0m3PyJXKOVQ2hgMFVVxWFXKKrrir+sfvuSd+K4gjYIgwGkRU01irGENAZ6FrejfPI2xN1EjXmKJCPyAGhCrCo0TbbbJPmvOuVHbmcCKK5zuHvkDPkK73OtiwMLccxiJzXvQf1nw4oAv3LX/4yGVEhIxhq5EBr9UPymlzgAHROEXDyjMyZKThnRLvlW9KrlBh3/4xADiLPpyKmohIbbrhh0S/MNTEqWa3/tWgNVN6vcdj/AEWCN9CAMZBmsriCIWCxMxlY5Ch0Jp3F1gQVkh3E4iQKNSzagImHskLoVC1/SqCZxIQKL0av9/JoCobZb3WBSlqqiVmwqi6KdcCw+070AiUMpWycDKNuIC/A+ArDRtSH0hDbKUArVZNsuvjii1PUgVHEeJlqh/sqoCDJM7VGYBJQ4kWmqox3BpWiPpQ21O4vf/nLybCj5LQWj7AOOZYSROEaNbSbc6iQ9moZ1EbFow7OAZFGa3OvilWIzKKfUd6NTSwR45pB0U2iP4OKzlVFz6DTmg/ylMpFaLqhZkdZcPdLZrhu7InkWTh1I0L0m9/8Jn2vzVyX3uf/YWg1tc+r2gbjqcGNCIQOWeoUCeWzZwqFFYTsTQoeC9Qx/7eY8loMylPH4zAsWOyhm8RWCzkvL4PRa1wxzH6rCyiFQW9oEobdd+hXKCLk2Aj55mYF7cBBQ1EB3ls0lyi9a0NbuaGxJ0c75cg45GWNZOjZGkNgLVD4QVIzpR6V2rinFHIIyTuiaHWSrxQta5XnIy87Ferx3NagmeYjNHHOaZ9cVKG+YDxQpo13RivDiJFB8e626pk5gi5aBZR3czicrZ3m+1SIim4c5u4Z7Yx8YfC4f1EoDpZ55513cnNgeU3Go98M0xgiK7S7+47qd/1EziFqOERz8K1jN+JuJ8snP/nJFF0K65knQpKdSYDzbZKUSzaOKnjnbALWreJAmZNkmEtPjzcsIJLXx50+2S3IK/OHoqHtmmZQ9nrxD/mt4iVKi4iK9inv2VSH8syUwohmyDNgFIn2bLXVVilnwf/LOVDkahTr8ZxoO53WFNQjid1R9GEcIFqWN/uuH8gkcp1BFHkuIi3mYrnUdjdg4Aza+eN+RSUVYXBtY80rZIpI0XzzzZfyihhsDKioejcsiGpzvGhjjCV6KfpgP+9ptLXcMcH73//+5EXsVGShE1DiLDpyYuQJKaSA9qN0sM8IAUm1g5oUyy67bDEs8IYQBDMRVCqsHH/88ZNRpnHDMPutLrBQKjrSNMdBHfqO8itpWGnqcYUEa04tXlDyVsnrKNhiTLWTwb3sO3LPNg6KMoBolCTmKvKQ0SbChz6HcvyVr3wlsRfit62l1WMPqqmgCh6ZOooOhtZ+4/2Wv9Gkcv3jAA5iSrg5SbaLcKKUUdQ5QNsZQ8YrPaKdMU8/4DyAYTh+OFJEXclb995Optx7773pO5HcYRlD2km7i2SV5z+6X7/vqVmrd0bHKIV9hixK3UCCGpjAFiCJrio/max2zuahRJ0zOAeBYdLOeH0kHHaifEwFCz7Pi/dRLiHcCeNMFywLcYtl02gvdek7tJOmFaTotbJCIQ6nSpV80Nn2HW+wzWCBosGg4VgzjjnHFO3hHa8KkR2VsZyHUeScnHT6Vm6dPKiqwE5AR2Y4UYpCkRwFtPYb5Vq1waArZQwXDHkGaijkjKGIntCHOItbqx86jgOZ/mCco31ycnAsRBEEugEdwWeOq9ta8eCDDybjz7MOyxjSVhxj5j15aG5wuIhuVc3tng2yQTQCQDcxkHG4u6k4F8q78ChviA2wJDcrJ63kIag0NCjPlYV4mAqJ9piJ58Ymi8pP4oZLOObtHqd8iGH2W11gQSTM67bINaXvKOIU6XGC8aK4gHfyR25QN3z92fYdpY3BEgqbog3WAUni8uGU6J5JHg8ZGls08DZbUxQAokjaZ6WK487eSJgKoLQ4Wne5ulaT0dpvcrMuuuiiVKgio7eYyTqsfxg/DHzjmE4lchr51K06QtDq6A8Ueb+LyIbzmFO+8xmnD+cpfc1a4f5mUyW4VzC37rjjjuSQMfeGBTIpKMFkh/avqpP1QufKBtGIYIcddkiRnIMPPrjybyw0divn2TAIeQRtGsg7ZxLjbyrJ3W3S4EwxCA9AJ+DD28djJtUJeVQIERWRTOIbbrghTc66KJuj3G91agPldJtWOrcufbfyyisnfvg4gZJExsbu8oPoO9ez+zvjEwUFSyCiUe6HsmYtUCRBKeHZUkAlayv4Y21iFPGMy48CSmEVGam4j72WmkZHrdpvFD40OhvujlIkbJgIJbpbGjvHjHkgz8fLuMUesa4by63OYVEVxpJ+069eUZzKWOes9rc57hjFGESJRGAYR46hazGohuFMo6d4Zvc3zzzzJJkwrDXM82tfbea+GJPdRKpiG4DZMA1y2e0RgggPDqgFr5uiCkoV4pXaeM9gZJULUc6mct1MJ8SwkqoJPZuC2d9jtmWTPcd1112XdoRmcI76ZnvD7Le6wMLJoUBxa1JydF36Tu4iSMgfZVi0OaLkB1m4Z1Owppu+o7hRNihfNlXkxFEx7txzz02GvMiNcw2CKkPh9OyHHXZYcuQpZmOzR7Ky9fruO8r/jgra9Ztn5EhjhDZJftSd9masMWSmm2MMJ6wYDgHtjzUjt0s/eUXktlz4RD863jtHatnQZeyb61EhjnJvzJt35b53Pufwvf+77qAKNDHGOCQ8u/n1lKc8JRlFHCTDoMx5foYZSqE2jcp4VX6nrRl2nqGdA79q2e2cxTdCsGkeuhv6lk3wlF2dbmCrXsQ7YfLzxKl2w0tgX6JB45xzzhmaQsSQJCBMxtkaRAQeb7c2vemmmxL1g6AZVQyz3+oC/WsuNS0xui59J4l3EGVVhw0LN5oaWe2Zp1PUUFlE7e1c36pEV+07HmylslHXKAXyTSnfP/zhD5OSpngCedWpDHavER5cmzn6/3HHHZc2/rbucMLZ4DiMIRRkSg763qigXb+RH5R3e3Jplzo4KZoMeg/FmLNXVKYTOCQoyWVjh4Hid/qDcUQfiDLZ6G1hnFPAwd8M2naRXkZZ1ft1H+QDw2oQ60hEYFzXM//1r39N8kY7MCI7gZw2Nz13P/Ua+lM3YOjIP1J1mSx55zvf2fU1m7V6Z0wJSah2DfYidHndtttuu1QKtRNWWmml9Bp3UBQIv16VtKXoWNgJVTlFBONyyy1XG4pSRm/BkNbPkfeQ0R14KdFSInowSqCQyS+0gTZP8xZbbDGHwhNRInuD2KBThTlKCXobhcXO9eQT+nJVUAwo1Up2MygwAML4osjIDTJeySTlgx2LsuW6DPtyVKlf8EybbbZZcuApaMMwir4XYffsoli86tpPO1njRhVo2yLNoqUMpmwUzQ6oXyJu7WhzxhImDVaMyBAjlGP42muvTfqQfBrj0u/LsNmx6K7xaKwyCERYewFzwLhfffXVpzRIegUOGcVPPLe9iOadd97imGOOSe3BqGhnQInootuSJ3IeRXXrAI58tGsyzT1i52SDaMwh90elGgmouOFob0svvXTRFLDqhwXeUdSNXlMzCE2eCx6Yq6++ekaTtO4YZr/VBZROeRe92ABzHPuOomtxpiSHQt50hMeZYstg9jI+ykYGx5W/LeboNQwVRiFPtO9gjz326Nh3cY3YvHWZZZZJig3jirLGIGKEMXzKQIsWMTrllFNShTPOIIaXcaz9eaqPOOKIpJzFfkP9gvunWJWVq0MPPTTR+W699dbULj/72c+Skhq5ek1GpzlHCbZeU1ApnZLzR805MGhwArQ6ORlI9smiH9kbS6TU/FHYQrl4+VyiqJ2MCIY7ShfHRS8NF3PXa1DQLuZ34M4770wGIB2otc20Tzgu1l133TQ/6UvD3hON/DvttNMSE4d8tZWMdYRBxLnQbVGY0chSzJhcWHghlSm0Yat9JdDgmoJhcqctQjjtvCC9hgVcPyhjjp6i1G0dKsv0Cpnz/vCeFV/60pdmVLZ9mKhL35kPIhKDom31GwoH8EDzRFuUGR2MIeOE4hUJwBSQiCqKkPG8nnzyyWksMWg65R9SBJRvtgcaUNAkbceeP5SVoJ51gvNT8AJoae973/smFUnbOQyioA6ZWy5FrfiCe9de/g8UN8YaA6npmGrOidYttdRSyRiMvs2YPdDZ7GtljDP49QGnAR2Jw0Kbo5YqG4/O2mmcyrlmDMi563UUxz2SDahrw8D8/40Ytc4xa9o666xTvOxlL0tOGrKBPOPEGSbIwA033DC9rB2id6jFimMpcNVNgbFANohGDIoCGLxCn2ussUaj9sX53ve+N7Rr8xoxKPu1uSq6iwX+ggsuSPx9nhYeWYqP9yZjmP1WF+hbeRhNqzJXl76zoNm/o92Ghk0D+oZoDWPIom1z66isRsYo4BLVxJS3ZgQFKP0UMgoab3U5asLYkX/E+HEeikoYkAwXBT0iIbsK1U30gQOtnYLO8+vakpp5hylCPLDdoOxckhtz4YUXpv9bkw455JAU9QGRH4pYlCoWQaHQrLrqqsUZZ5yRPve8GBDd5hU0cc5pexE9ewOOWyn6XgDly75XYVyiwNGFtLsxzwBifNiMXqlza7KxNl0+HwUbA0f0oR+OZtEN0Sq0uWFg3nnnTQajiAtab+RWHXnkkck4V+RA6Xzy7fOf/3yx8847D1VeH3vssclxIGLnHkOOkoFkyEyq9mWDaMRA8TaQLV4G7SgsIIMAhUKovJ81+NE95HQRNjyxFjyKUS612nxQ8ih2TXJA1Ami2nj8/XJIDAqMAAoZOk0kx6OtoecA+qwcz7IRVIbvea0ZUmTR4YcfnqgskrwZELj9kagtosRr229QekTwyrvGTwdzgZISss19BhXSs1FUo4KU/IVtttlmUiFdYoklUptpPwYB5x5gPXD2MQx5gxlYo7rfG6NYlCyS3jOmB8OGwWJTYTl0H/3oR1PUQ0EEDJAFFlggKfFy5Tgpuk0nUHCAsm3s9ksGYo8MM8944403LvbZZ5/kJBGtKhsY9ghCn/W3SJkCXt7JJUaU6pndOk1mCs4z/UhGcASV4X70L0ZOt8hlt0cQu+++e1qUDWCevWHtOtwt5Nl0szFhL0FoCqGjt1Up9dgLWMx5m9785jc3uqzsMPutLjB+RAUssoMqmzpqfWcRI6uaXFFM5Jent1PeTxWZgPuOjsM4lCRsYbeBK6VO5CRobYPsu8hVcj8cOQwYnzFKRLkom4wmxptITkT8eJS7KQ7AoJToLjrFKDj11FPTM0pkZxwqUEFp1A4MLNVUfdckVO03BiiaF8PX5t9NkiuDBCWc0SwCpCKccUcO21QeJbUX7caxzGlKRvVLPokMYRko7DDsPdkWWGCBZJAfddRRaZ5HJWL56baXoFvKh9a+5iRjiNNDZFNFS8VS5NQy8oA8INfopQwW5b5VqyMzGJqMQHqXthXZmwocIui85CN5a36UIdeJccwpEzm9Vctu5wjRCIJwsHDp+KYYQ8AgGRZMVsbJIPm7hMQtt9ySBGCTMcx+qwsIaQvxoDxko9h3aCiUxSbThGZbVIO8Fj1iRFAQcOJFiignjARKSERqBtl3sY7wuEdeE4XEK8a8ojGiW7HBIoOl20pplBZOqchdEikytyg0jC0FFiS88wzzWjPGmhYlqtpvImaqzVEiUS5FCVG9mva8/QJlWrRVxMb4oFgbm5RzxrNIYy+MIeu0c5JL/cyp8zyU+Zlu1NxLfOQjHylOOumk1K7mvgIf2hkDafvtt080RJX2GEScEtIA6J1odwwjRSv233//9B35xTEiiiT3SuVIFFmRbiwmBhS9S/oA5890LIFdd901GVVnnnnmI4whRpDolnaciSzOZbdH0FNtUEqYRTHAwTaRY58JC9ogEmVnAl6IYSGiQoPcL4jyR4gTFk3GMPutLrBozHSDzWGiTn2n8hnKi4Ws3yWf+wVKWD+8uxQ7XlH5R2Q6j6p8IwYDWhqv6iAqkolcRTI5WVmuUkVhardfUjcwh6xbAZ7+oDbZUFY7MAj23nvv9JlKeO9///tTu1OwtI+KhXV2BHYz5yiTqF+MYNGyqFjqM5QheR2UwnGJHolMoMPJ/eHEJCusn3JvRGX7UVWXcaUICr2pnykIxrXIYR0KLi2yyCLJ8EHv//SnPz05p+1tKWeH/JF/KCrHISIVQNSWAQSiRpdcckly+JIT5qSok4gyR4lxba6bs3KzIkIk92sqOaYkvd/ttttuiWrbCrlOZALapPsnn7qRx81bcTKmBOMHBYuVzZNmkuGFojjwqFHAeRmVXDVQCdq67I0zKKpaJ2VMqXITf1DKmHCyfhl26com91tdoJgCfnXTNuCtU99Z6IIapUpaE8tv8+IrkkJZ6Ac4tSzwPLfaiyKIDcAgQjdBJ6OgvPGNb0wG0yDR73WkrPRz7DF+Qnaj4Kjqp30YjsD7HAUarHuOjz2XeJJ5pRlS1kgVxshhnvC6zbk4Xl6aZ/Di+ETNjD2m3DtlnRwyhxjJ2qLVg95U2J9LBIGSzWBgCFo/GedoXf0qZiMyR7EWLTGn+hm9YTSIuNShzz74wQ8mo0IUhtEjv9ocM+84PVDjRHMYIKhx9roM2WS+MaIYrvqF/mkMy/8LoB6imKOEojnSg84///yOzy7qzNCxxxAjR/Spk8Ekj9c10UzNA21aNaqac4hGEAYa+okqRYQHQWJgGuQ42igIBChvisXTcf6ua+RoUODNUA1Jnf1+L4wmLcWP10S/ZDQbaC089+gAg9hUb1Rh4ZIvwxNu4W0aKKkMFB7TQYDzBpWMMWLcKdmtCpT8CYo/JYO3F1WljhFMDjlGHUOlm3woDr8TTzwxKagUqlCSjRlKlfaQ9C3iKILA4KGEbb755sk7TdE1Z1Ufcw8SybWZ460DHIsiT0Cx4+wQjWBY1cWJYK4wjCNy4uW+7WWjbbSpSBl6EwdfU/c0Em1Qml7fGNsUXREbhkqnEtm9gvGCCnrVVVf1PepoHDJ0jbM69NWDDz6YqkFqc+MncoXQ5owtRs8mm2yS9CV0OMYqOijDkbzRbqhxjHb65Re/+MVJeiNHhfnFCKT/mMPT0eScm/F/0EEHzdE+xoK5zrji4HCcyJb5oDQ4R4oxw1iaLocoG0QjChayQSO0boJR8L2rziP0boDjefKyWDgZTSIkw0zul6xngZoOhEZwWy18jDrChJGBY26R9OwWDBONEegZPb+F1ESPPU+UlNUWjuUBsVDyZHS7oVe3cL/2MzCBm5YUPNN+G2UYj5LNORmMwaagjn1HRpmfokRNAYVcDhnFmeJNURhW30WOEe8o45Lss6u8/B4UFblIePb2G/FubZgNza1b8PYyRswT/bzffvulsscignIDvNxjROkpOPIVMB8oYhQdSo7zMGSsZ34vMsTwEaVTntznFGaGoDYxR60XZH2cO5RcJcwZOtpBPoR7iH1W7E8nhwtFi7FrbbWucCxqT4p6N8ryIOacdU5beGYKo6glg4/R2CTstddeKZqnSiMHouiAzVQVFhmEroKGFwZzv/uOY0NEhrFQpqLWCQ899FCaV/QkkVlOQBTQsg4lomTs0aHMadEjRpT+UpXO2DTX6KYcONPB/LcWkGG77LLL5OfmuMid+Uq2OScZoKhY0G6jGAwdkKybziDKlLkRhQGJz2kgliHU2bprOYHJi8bC5+EeFsphTYuNRdOC4954aEwoE84CzhNrEvIweFYRMO+8FagTEvv8noLquSJZl7eDgLNoxrHOj25gEjkPL6Dr95P+ZJJKAI1NGZuMnOT78HiNHc/NOfzmSy+9NAliBi8DHZ3JmEIxoIzaXds4RTPwHUWPh5vSJtHUb8xV45pCQyngYVNZB22GJ46QVwyEIkdJMF8U6RB5tDjw6PnMPKEMuSf9hQLhepQ8iwllU2SZh5mRbo6ZNxZAHmdzCT1CFIKySkG1gEtqpxAyYjgkeAYZB+6Rwutv7cJYUH3MAqmcqzlGPvmNuWx+uieLmzZs0rzgOWUEUe6V9W0tAzvoeReRIO1P6XAcmadvtS157xh9Rg7ZyFBUxHfveMc7ehZJImuDdaDPjUk0G7kvyoejyZDp8gHiWYwdClbZQDPmjMdwUlGizCnjm+HpOUWXKESUfkYAxZVH2NzyvPpGorg1g2fbdRUsMA4pcOaSa2oH1zNODzjggDRmeZd5ubWh481NxpK1SEU8BR7Ma15qY3g6b/cg5KV1LCin5q52tcntTJPNhwFKt3Vfe1m75U4Nep83tMsy1auffWdsonHWocz6//t//y85bOmDZeoyeRFOALKaI8KcMOZ9h1JX1iGdxxwi461t5Lo1x/zlkCb/p4uGWc9saC/qA+ayXKYwbLSXPrI+GS/kiQ12ybJwVHCiV0E2iEYQJi3hXJXHTkBGODos6kGD4ui6YbyYNCZTLKo8dlED3wQLr5xFkLC0WFHeLFwWSYt6fM+TYbGzaJlMjnO8c0XekOfWDjyQomUmIWWPsdSP9nAPntnmYoRKk2lWOLrjDgoWpYpCFXuvBNefQmbsGcsh/PW9BT72vaJc+ZviYtF3bIxLAj+oQeA7xoz54TN/G6PGFGWQYhu0Hoa+v90HpdF1nNM8cKzfOBd4d6zrmR/uPyKvruX7mAuOc08WcOdzrHMyDD2DY2PTPsd5ttio09yO6mSOd/+RSKzt3Fd5U8+6wnMwCinmHC/kEKVmUMUgqs47febFwxrQZzamNDaNN+3OMGA0e47pEPttGc/6mZFAVpLRQF4zFigxxqjxGPQu8jiYC+X7AwaT6/vbuGHsy41ihFPszQm/jXwl966wBPjOuoCuSElj5OsXhqBxz0jiUGDwM86MPw4Dc9Z64RocEzz0ohCcEZ7JM5oH5s+GG244qZRbK7ShdcR4N6ZDYZ5qHR20vOQ0kTesbUWxPYd2YsRjiGiTQeROdQMGtOiQPj/llFPm2KB4UDC3RRvKjtF+9h1jQuEQhsiw8YMf/CC9cwbYT4yMNkfQ3DjIzGXj/eijj07OZcaJsuEcgearueN489Qx1gvjzZz3Ig846crGkDVKFNBao91jjpM1xmiU5zYXnc9n5rXzuD6HoXcOyXK+IccIg6wKMmVuBGHAULCFF9WDrwreY4sKr24VxE7ABiwlwG+rGA8WIseZSCYWT4NrGrgmFM8Brqhj8MEHSecAyhuvNq+8RFb8116H50UICH2TmLejDpzh2SiG/aYYZox+31EiKdYWY1GWOjsJGHCoI+6ZU2UYTqRe9p3noACS6bEPCsOgE1DHOK8YJwwc+QGoTZQUhghDV2STd7lTxMl1KEateSCMs6DcyEFgdBsPIjuUIpHQThFE90/hYqS2KkEMIusJ5d//GYgiVaI94TTz+/J6QyFH2WE4UYbl40wHxqD26UR7Gtac08f6jMODo4Rya+3VV9pimJX5QsmleLtHhnoY65L7Bw33oppaK32tn31H35CzY+yK5A0Td9xxR3IGGDOcHMYHPY9DoGw8czYweKKvbrzxxmS8Mo7MNXqTtjSPzB9OBI76cJzEfCdLRWQdYzyKHsd+Txw1dFOODOwKUDBMpJg8cH33YZxwgMhnolf5TrSIQS1PyR5KmTI3hrAAoQcYiN2AJ4+gjNLdrUp6eIsl6lp0eNYMWqH4yFEy0BlHJoOXSR7Jggwd9Bzn4E1Ho3FNXiq0B1672HRwmOBB4wUhmHgoTSILci+TkrUTY8vzl9sZbQmlhIHYaTf7ukGfop+MM4wRC7lxXTdvaxP6zsLL44hGyHtd9wIv5iy5pb+HpUj2su88g3ZH/7NuoCtRXjrRho1xbYDHz5jg1GGAYCY4F6NoqkgTp5j8JojS0WWHFAVIdImnWYllipXcDWsPJb6TQcSYYbzEtaOKJ6PV7yPiKifIffueYiVSS1Hze+sVWS/yxdBDESKPtU8VcPK5ZkSLWsfHsOac+2AE8cDrZwqvNVd/M+AYs70Ao1J0TztoT5GPqSqpUqIVgaAfUFopzxyjohMiBYOEexfZpFxrmzJdrt99Z9wbY1FaXlECOhVGzKDw97//PekgnLUYMmhu5rWIvdy51rVNGzHiAuYOxwU5LjJJDpjbPveZ8aBQBT2P/GS8cJq4JscEA4bxwplvXDI+zWcygF4UkSftY4y4t4ggMpJQ5eiVqtAxknynCAP9zdiaDpkyN6IQgei2fCPrHA+Tl0a0xqLCkDHY5ASwuIXdGS8WEJPDNVC+GEEWT4IWB5y30SAkQAxc3xvcFAi/ZXQIdZbpJXXbO0L41WTlsSYQelkOk6ElQsbDiubHS8LDwrtIWXC9phhEGQ8vJASxBaJJBlFdcO6556aFH9217jkOlCZKHCV9qgTdJoKRgAZGOWtnDJFLlFvKDAWEDAtE/luVcunOwRihiEcRiABFnQETZcM598C8cn8U56lQNpasLyg/9jphEEnwpuiVc2ujmhyITDG6bPjJKGQMkcPksvWqCpQd9jJOeL0Zi9bNukAfRVQu1mzOTetvt7l7UemOVx8dTzRPP9EVgtorV5ceEDmEEYHT7+a96EMwWeR90EMovwoaDFIn4JBB03Pv+tz/yfNBQU5l7CmmWIA28/wKOhj3/YT+P/HEExOF35hgnOgHFD6GEAOxyvYgjBXFurxaYa6L4HiW2OBVDq1catG4kBsKNTCEOS5Ul6MvMoQYyraLMX5FoLSTCsl0U04STmYGmOvoP5E9ctp5g647HTJlbkRB+DBERG+6FQoEllKjQQ2xAKE3oLBYrCyGU4EHilDh6eBFrCrURKfqVgXHgsgg4j3spXDmAdWmFl5tHYm9olLa34TnISrz5euKOvZbRrP67oILLkhOHMpR3Q1KSqDIASqV/BUK7yj1neez54f1ozV3g7Lie4pIv56JIu3aU8lbyrQxQ3mjLLknr3ZRfIqVKBDDiLPOqxMdk0JKGae4MfbIf2sghX8m2yOcc845jyi0UJc5F9BuPO1oUpLdvWtXRpwkdc5L45xiqt2t79Z1iqj/mwcUYEU6UMy0LR1B/9EDrGcMH20bFCcGt/bk/ECTxZYAyiyjzJxqt/FmP4FGqciSyBTDuR0G0XdoeZxrIi/GjfFDD+g1RFA8s81So0DVfPPNl6JD+p8+4rNeFtrS/87NweD6xlunlAjz1vgynkQcGWmcGfQmczT6SJTa/GQQ0VXdtzFUTnNgENFH+0qZ4/3YaaedUmibJQkRTSgD71CN8ICkdd4lE0YCWVQ900CsPhEIEYayEDE5lN4TEsuYGoQWyslMvFKRMMrDVUZVugBQ4GeixOv/Oi0UPBK8hMK7vfZUEbo8QhZwCxB+rIkcETMcWPPIZI+NBuuKuvVbRvP6Djec4kVuoU/ILRm0QlQVZIG1KApBtOadNL3vVHSiOIgGoavY0y4MDYqqCHZZeZNvKcrSi2ISFHBeXRGMqSqKuR8MhnIxDlQdhhoFqlzUgCK09dZbJ6oO55bv0bbpHehPKtMFbRkLgMcaeK+9VBqLbRy6XQco/fIrIveEoosKVIc5F/BMFFNrUGxYSwE1Fz03A5KzQl6ZnC5QkdXvGD50Be3WrrpiRBWcnxLLQIyiMxERcC2fayvHi46IDg0SxpzCMCIX9NVhykvjxIueTJFH7+wWDAm0M/dKRy/DvGZsoYRyuqI0kr/vfe97U4SegcsIMsdQYDlr0d/MmcgHog/GhsDukbyg89FbvDrRZaPYj99Pp1Oat1EcAd3O+sAuYHxzzNsz0pw0dnqVzjBjCcaSx8lrx29k7e+9996Tf5cpECw54XCWuIcxiVR0KQs/NC0dJmSZMTOwlKPoQVPAI1eVltBvGJsEAaO8mw0Du0EoEOEdK4MAYiARjMOq/NfEfhsWLPIoB3INKBZNQV36jkGB7hBJ/RZd6waFtK6gIKB68FpSJkal77S5Uty8x5RYig/DA4WGd9WLUkU50l++o4AFxa1bMBhCR6BcuU6V8sqUogCvM8dRyGr5Se6N0RPGKnnLuCtT/9C55IxwfHWCQgrux/miemlV+A2Dyu8ZXqrYUUTD6KoTrHUMgjKdkNGCNYLFYC2iq4kUMYSqOj3pfOhfom70PmwL+iEjJBRZBpVxYAxpo37BvdBdKeMqlIVSbWyIKOy7775TOjcGKS85H+xLxIjuximK9mkOibZ7XjDmGLNojaKlPkeNdf4oEvHDH/4w6fP6WkSPgcrQEQ2PnGrOksjhMYc4bY0DYwZtze/1H0OqV5F+17KuMrKkZ0jncA0GX9nO6AVmZFYRfiY3Sz7KxpZBuLFM41UOUekIA473z0JiIEanBfBJbYbWbVGAjP9NWgO9dQ+iuqNOldYszASL0Oug9z4IEEA8IuGVqyvq1G/DAplmQa3LLvZN7TvtyGEmAsPTWGcw3ICiN0p9R+FhYFDIKMC8tJQi0epQUBhLXiIHvMszNYacix5BzoE8n5lQ0yjzsY8ciAIx7DoptxyGnknOhIRtBngnOKdnpyxHuXHPHkUhpoLrS8wPg5neVC4J3AR4froE5g5nj3nZDQOEAYm1oqJf7EumHRlVKFRyZOTUylMR5Ssbur2EyKaclG984xupAI6xjQInCqpvRUqmi/QOUl4y2N0jI9/9im625tu1A4PGnBRhogvKATIfOF7NN3+bbzZJLVfMW3zxxZOhLsrKccARIodKtJYRSC6gzCq+IYqkr+J71zQmtN8OO+zQU9qz8cMoFIWWAqJQl3uUdsBY7yVmlENkgvNgqxmOIse4KVPmJGg5LWNIuE/liHKUSOTHAPSg3iVXlSlz8idEjnjI8U2rUuaq8gRHHZJCWdI8IHWv1lRHMPi1IaqcRWCYQCEhsC0krTTGjIxRhQUbz7zqFgDDAAVrkPsODRqYGjzADAsefGt+eaNDSq33KgnfclQiChhVzihSFDwKKnr3dLmp/YD7oNTJR6JfdAJvOP2EkipPhgLIkdttNNjvGGC88+MCjgPGtbaix6kspq9FHeTQDqq8vspjqHgMBQaeXBk6I+Wags8IqBMTw72JLqIxMkRQ+TAROCGMwaOOOioZdAwDNGOGqsiM+aRdGTSKWjgmNkxl9HSil91zzz3FMccck8a569GhFTShy4uEM87QJ+lFDFk0SK9eFpsKkC0YOiJVnons4fAgjxTeIHsVcSkXRJkKfcsh4hlhsAg7toMyzASkQY73x1oUZuMdCBiUBIKOabers0EpP4kxJXGq7p7CuoHQ1b514ilXgfA1Q27YEPq1UNehmAHPTCQWEgJVKr3MFgQjqodrWvQZ1oQeQYJfTjnwHS8y3rXwtfA8b42EaN5iL0KIAGeUu2/fxXmF8P1t/hN2nhGX3JgVZSHEHeNYv3EspwpvGYpO8PAd6//uM3IH3G8ci4bheSzAPnMNwtyx5IxjPQePsc9d1/9Fe9x7tD1lzrGUX9eNYxnMxoljtQXlcRB9NGpzrhXWjCg/X1fgrvOWTrVfT5P7jlJiDedlxtowl1DL0GJQoCgYUxkRZZABzgUiBAwkUQFyQy5lP0BuoAeJOFCm2oGugo3SuhdSKzBhREocSy+h2JPHDMJ2OkwnkB1kCDk606ha3SHaJqJmDeU0V5BBG+lzY0fBDvLVmqJoBfmtH6wXxhqZGxQ6spgcJ39R7LwHZYv8Rg2zfjAI9HfsQ+W3aHHamJzG9tBXxnFE6xhFZIxrcb7XTV5ab80vNEOGijx86531RmRTWwg+MBgYc9Yiz8qI8ruqeTXOIf3lpJNOmtyUWLVhss1Yta4rgqFPnZeziuzrNYwXxrMNXDGcVJRjgJm7nBb6C0Wul9ufzMogcnMKKKgK0mnRL5fb4/UhCO2SrBHLhs10YWPeA+E70SUc34zqMPktZnXydlRB0BGGCcq2xV6ksy70JwoDzwglsV05y17CIk/wErboBULVnBm45DxMvFHuw6JAiRA2BwuUxYwwjo3cGEqUoKgYZE8ARo78BMYDL5SQ/frrr5+ejzBUUYcg5kV0L5KhKQ8WBUYNzxdhLXJGrljInMciarEjvB1LgZFELWlUf/Im6VP8Ywad86A/uCcLjBLAHD3umRFqUSD0Ldai1RZWyhW5x8ljcUBl5PXkpXJNY4f3ihe8KajDnGsH3k19WmcYn8bhsAyifvWduWzeMyQUP6IMgbllPlAg0Xm7cRiVqfXmIscBxx3HArlB4enlesVBglpDYZ7OQdGpolgrKPFoRxHJIi+8eO7JSPJounxT32s3cpPMadoa3QlBXRJ9YfCSrahw1gkOpyheQV5qb3OH01vahPXBu4iN81g/KMSiE9YL/WcsUtxFLxhO2i2KsKBYMgpEThhc8VtRH9/7HacY48q6FGDgWlti36k6yktGTjCorLvyZqxfxpt5idIvSOE48wjjquqzaB99YG3j7Nt1113nKHdfbqcohmFdrGo8VgF5ot/1n/8bH4xOa27o/4N0THdFmVOeT4JhmWfJIjc4dULkB5VBSfBAFClGzlQIyhxBRoHCmSR4KUqSH6tS5ggbXgJl+ig4wmQmA0VLaUhgbZoIogFgUqIm6XQeB0Lb84JJZoKb6EABck8mGSveINGJQEn0vBQx8MwEPwWQQJXkSWkEk9ykpuCF4msh4jWJWvCOdZ+MSWFPSXFAuXMcWgkrnrKK5kWgmCCOjz0FDCyDzbmBcMKf5kWhkFJ2I6lUe2svwgVCCeZd4d3Sbvis4PwEW3DLjY3YxMtzOZfBDgQe6FvgZePVMaktlp6Hcur/DGlCMKKQQrQWHt4PniYeHqFUcO/63LlAX7h3VX2MAf1KCQaLsHGgn4HyylBHmzDpJXsaO8YwrxavVex2bjzoQ8cb62rcE0rGPL6sc6NCAIHhuQgwcKxxZy7oQ8mBvKORf0DxI7TBAqIvjGULLwGBq25uEHralKcsKl0ZDzxyUR1Jv4L54z61Gxh35pNxoL0s3hG1dT/ayvfEgXEZu9brB+3AsDEmo0KTvtBOxpk5FBvM8sr527HGi/NpN2PUQifSY9y5N33n2Njk0jPptzjW/Aql2JhwD35nbMX+GY4lM7S3NnM9zxPj11w278wT1/EsEeVyPf2sn/xOuxh/KAqO1a/OqX3jWN9pF3PcWPJbx5pHxoL2jQ0Q6ywjtIPj/e2ZmyIjUJtiPAxLRjgvRS0489piGDLCPTHGQkYASkxEdmAmMsKY8eJQ0K+xfqLsouNoM+ObHKJIaQftH15j92TeobyAKJ+x7p6MZ2PWGmWtDWOL4RLVzsg6yp155VnNG89knjOcKE/A8aC/zUm/lX9kzWZkeVb3Z9yYUzzo2oASCJRoY1S7un/zjxGuP+kJxn1sPdGqR5BNxqzzkochO8ln522nR7i2sW4ecv6QIeaN8ez35F9dZYQ+76RHRLl888E4Je+cz3g3trSDfnQd8yLWAnLC/+OeKOHGt3Z3XX0K2ld/cGqRL+7def0WONDMIffPgalvRH20Lxlh3pMR+o5McP8hI/SNdtH+5lsVGUFuec6qMsL9aIte6BHWyoiAWb89X7d6BGgnc9NarG/IR/PvH//4R8/0iOibdjLC/NTvnEn619xw3+aH+arNtCEZYV12b8aLMQAzkRHuQ8RpOspcVwaRAanTy2CoEIC8pu1K7ZmkGtgNTbfjbqtBBCaoTjXRcg5RtT4SYuQB73c0odcY9v4MhI+JZUINo2rUdNFZijzlkhA0T8yNXhR80O5eFB7iwHUIsKrnHna/Zcwcde07iiAHlDKwdYW1kAd6WEVX+rkPEeXbes7QIBMpopQqu75Tbqt6ia1HzkcJKXviKVTyEig/1vVuaGdVQUGqkgTPUCP7KK2dqHVlUF61CUWdA4hSHZuOAkUYyrllHG2Rc0a5pnhTPiny2rLO1RQ7gbG83XbbJaNBor4Ifa9ylkUuKMdTlcCuCoYNAyWi+eX5e+qppyYZUzVXeJjykhEu6sbAEwVj1DK65UZVAXm66aabJueUSJn5zUhotwFzL8FAZjwyUujxDHhVpDkY3QeDhtHTT/Qlh4jQajV6ggvqc1YvehtL0GcEjfAoq3g6Y6gTVMLgLRnVxNVeg9Ad1kaBs4UJw+s0DFi0hfvD+1I38F568bjxuPLS9aKselT/cS4eF8qOZM2grtW93+oCNGJeNI6hJqGufRcRvzqDY4JXlbzloBiFvouICadQFBygsJCPPOQ80VG6ugoobTzcFOYyBZkRKd+4n4oQY4g3XtRnKiWWfkFJ4rytYhBRING/gNzUNtosDD5jlyecQzLoeqJXjB+RF4YXpdBazaHcNHhOhbEih4dRITLZS3DoiiT0Aoxu7d+ai26t1++tVY7rIC8Z88YJQ0JkRCSF8UPOoM1pH3p1RFingjHKmBKUEEnk7HU+9LiZ4pZbbkkGTTg4bDkhEsTgdE+CG6j35h8jTJTUM4leGjO+r1KMZdDoqZVByAn3qTgn9E+BE/rCTZwpeE7wCTV4xvRgiPLiKWGZUQ0WKfQJgoKBX7dSxK3962VeCDnzenXyrkbiv4WLQkAwiv5YBPwmdmUn4HlueOSC4lqHghJNgsW1XEkzY3ZAn6t7hUylbXnJKQWUXfNR/hkFrIkQzZG8zQAiNzwPxYssoPRTyCiV3eS9oKy0y8eMwiv9hgRttM2pDCIGk34Lil/VPN2gy5GfjCl5hJRVnmj0J20W+7VoO05hf6ODNW1LjPIYMR54/RnLHOD9KCKjDXt1Xnqpvmp1qnsOfWLN7xf0t7EhemgMTAWRG5Es0Vi0xaB5kYOcE9ZvBclQmH0Wm6B2gvVdBIYTg9Mz6OKMfnm83eIb3/hGMs60J51JxAmtzRygR3hHe3N+8tv44PQwzz1PE4qjzajsdl2Ry24/HJ408PHRq5YkrAtiN+9BQwjai/E+jNKvMwHPtMIDjBi8dbQASoeFxIKrHQl8Co4pztjj2RPJIFglalIWLNYiQYQYGotqMwQZ3nnVhWJY/ZYxe9S178jyyBloAijTOP6Uaw48CkM/Fa1+9B1POf4/ChdvLnkxm8IyjCoOlmEqQp6J/JtOuRbxUP2Md3u6pHTjUpUv7RQbrIqsYcjI6yj/nqOJp9xWJeQqjz9jyt9NK6hgLdE+DGYKfj/vXzRSjouiOrOFKKWXeVku8W18y5WRnlE1wtvNnEOdxHASLbRGM2YYFCLL4dAE92XMYFa5DwwVlDI0SzmX7eSI+zA3O5W8ZqwwTvxWxWHjUBEPhvpMHL6nnnpq6guRXvflPBhg0mXkQdE76Q5enAuuIYJUF/St7HZGvWEgssoJk6bBAjpo5cxCxsvLi9kUYwh4Y0KIE6wUMkaNxTqSMtEE8LoJA0KAh4wAJagpbqg+EhrDo41HLWGRMLXwVVXohtFvdYNonLE07H2rukVd+86YRkGciSdzGEAjo4AwJCgHOP4Sr0UP+hUJ6XXfoYJFhcRyXoFCBBwnnq9bWg3PMcrMsFA1P4LDiMzjaOoUHSc3vUTX0Y3K8tFv2u0TJypADkc/cUahLTXFGIoCHZxnaFcU+15XBGyHiGYEhXOmMpnREBuHtkYJo+iD6/R6zqFDMo69tJl1mXEuosZZohy5KIrxYM1lbDDcOTnJC5HGqZwRU90Do1sREIYWA4URwNifDfPl8MMPnyz8gU2DseV5Dj744OT04GhlGLlmk9NbmnvnGW2hkogJ1+8ktX5AZKPbje56sWDy1mmzbveUGDbkEhGouMYW46gqKJ/Pwm7BZviUS9xLAg5Q3ssKvEUOlUOovsqO2MPst7rBImHR5QVsEuradxbVpiiNAfeLTsIQ4u2lbHFEiBxwOvT6eQbVd3IDGAvdGkSqb/U6t6QbqPLIOFWhbTrnDlqR11QQTaDoyh+qqqRTQuULBTitoqJhXREbulsPlT2OUtNKWfu7n/vAlB0M3eSqtQJFi0EuKsIJ2Kk4C2dhNwZR1TmHbSESKILCGBH1EanR9/LqOSPpHowK64acGnk2sy2uweCyjQWnuDl75JFHJqfobPC3v/0tjXdOY88TVUCjnUG576bJ63bIBtGIQaQA37RKcmjdMIwJRfHSZgQTofTRj340hYObMLkZO168Nq3PNFVYeLpzMqa7ofs0oa36DcZoEzdarGvfoSJVLepRN3CqhHNCpF60iDHROk+b0ncMm25hA2TOlmHOCf0QZberQFEZSeBBg2sFZ1HrtiJNmnOcZMEu4EjTR7z+IoCUc0Y7toQKj4w4hiQD0HOjrhq/gzCGwpgVMWF8zKS9RIUYo9PdL+O2H2vd0UcfnaLDDDJ0M/lBIoMijChnHI6MIrSy008/vWdRFQabqDqjRX/O1hh66KGHknElYs+Z2ilqVdd1pFtkg2jEUKZANQ2oBYOGiSzUywsiMZpXBz0kyr6PGwhsESJjiKe7rv1WNzCivZqGuvYdxZRjh1eyyeBpR5tBtaEE8b7LY+iFYjmIviML3TMFsyrkN9jEmHNpGJWk5IuQXbzZ5ejMdJC3gW4c+74EKObWiV5VEhzUnCPL0Z8p3aqjob4ZgwxFlCt9K+ojx4VBpPy5iJpjtAG6GsrVMAw3EXdzJxwLVcEQkAe39tprV9owWX8zEOXq9KrvGCWiPUqGi5BqR0YXJgdjSO6ZYgTydHudX8d4sc+V/Tpjn6SZ4uKLL075TsaRogxNrV7cDQZj7mcMDCZYUw2i2Ah30LDY8WSiu1DEVEccV/CAUuC68ZoNq9/qBItgbFDXJNS17+Se8BKPAiiaCrZQNhkKKDSU0Sb0nWIzFKxuKLSiCRLvB+0gcI+MF1E5jsGAz8p/G1eMvFZQVG1n0FrKmHefYRD7CzWh39CwRCasZ0HfEg0R5RHxM78Y6TbvFEWTO0b2KwChQi2Ggd9yjg0aDBTGhApp3QL9zfNWzR0Txeymmt1UfceQM68Z1tqbsQkijhys5j2Din5h/6Z+FBvB7mCAcbp0S3EtgyHEYDNv5ACOgzEEOUI0YrCXThP3NoBe7TswU1jw0OaaSH3qFYTIUSZ4Q6uWPR52v9UBqvxRnCi/g6KV9AJ17TtKdVmJbTKMBw4GdBPjg8JGxshJiV3i69p38hQZCt2MaYqhvMVB0WjQuuROiAott9xyKYk9iud6V5yDt9seYZRf1QDlx5QrjkFsNotCraR6QP6EfuoVrWk2/UY+M1y8M1bIaC/rlmdUptkzosFpDwn7nkcERC4NhV2+LKCkosXpW4aEfW3MOREWUSWbxw6rCDGjaCZFADyv56g6Xj1fUAm76TvtuMEGGyRmCdoh41Ihg6jOyrCMIk36a5CReLLTHlj6UcW3bnWgvffeO40ZxjOjus7bkEwHY90mv+ihVZANohEDL+RM80eGjWFHZiwkhFwveOJNBeEnIRzfuSn9VgdQoJZffvnGcanr2neKhLSr2tVkUNLimShilFCVu2ZaWrjffUdRJBO7LR/O0CNDUZEHAfcoaT0iOOagF0+5IkPmpihIKHYqYbXb1FpEi5HUahBhXPSSdVG13xhtnCyqkTGm5fdY3ym7xhIKlugDg4jRxrCOSJ6qebF/lEiPaneey7VFswEdNQwHxiKqo7LQQY/UrpR8tMPZlF/vFqiyFHHbhnRTNMQ+OY7vRv9ByavieDFe0A61pb2C0A8Vm2Aog3Mcd9xxacxxIgxTdrm+KnXWcIVCqq5JDz30UMo/4hB1jp133rnRFeNAtFdfmUtV0BxXZkYl74ViClXDxXVDFc5vv6DazOc///nkvR1nEPL421V2wK5Dv9UFFh3KRdMMorr2HVrTSSedVIwqjBOebPTUdsp5HfrulFNOSbKgW1DGvQYJuUqtFCRjKPZSYtCEo8s8ZRzxoDNIy30iktJKoRKBQsPrhjbYi35zXUaPKARQvqPgg3vdfPPNJwuPUH5Fe2Jz6KiC5zgGIENh2WWXTb9H32RAlmUVmhyaVBhDIkyUf+XFB2kMRYQjjLyqYAzLmcGQ6QYq0V1wwQXT5qRpZ9E3irU9q3wmz0ofod2hw9nEeNtttx26I0f0WXRQSWwbz4r2MXTbIYprRNnsww47LBmiu+++e+ONIeDgQHet6pzJBtEIgdAmbJsa4jQph2kIEMJVCwmMKigNvErdeNmG2W91gcX4oIMO6lmewaBQ177jmBgVylwn2M+FhzooTHXrO5SZThXXOoGCKBpRLvXfb4gCiZ6AiAiPcERA0Oc6Qc5oq/NQdTAJ6a3V5+y74tl6gan6jZKN/sf4YuSI3MT+OSJYEZGAbhRWxg/KHPkuWqZfGX6KCgRNvFzAwJj0m27ya3oFzyUK1o3B7zerrbZaitJ3AwUm6EudqIGKNBhfilAwGvWLSBxFG02asr3rrrvWbpsT5bYZwfLFPKNqd63OXoUdGEx0Hkbe85///GQ4NWXvt6ow7uU0VkE2iEYINs8SasajzegOFkcG0TAWgDqBwJeQa7O1jKKrBXkUPGp1gYV61OUYJYxnWSWwOsKeKN3mU6LLiTQMEvIdI5pw9913p8T3kF9T0Z8lurcrhS4/pGyMOz8qdb/WBtRJ0RhgoKEocqxEBAdtzfU33njjScdnbLlA5lDorV9BC5JHJaojWuTlfKqbgX1wGKscXhRlUSV7yLRC5FK+2zBg3y6V77A2qkCkT3+LhHRriDMGPGun6J+iE6JOik6IMjBIRZS0Y51zRZVKZ8TLB2JgG+ef+tSnEovI/mjmiRwxhrG9hBje+++//2Qe3bgir+AjAgPcRN1+++2HUuq0F5jNRmy9UE4sQr2iRTQVFlgLRDcRomH2W10gebXbBNY6oI59h4cvdwJtE6VDtSRVm3D4UZp4zindFnZlZkV3KShoURZ4OQi+lwfCuy63QFUxVbbM87POOit5fBlcPpeMjuLFA6+imt87r7ngWJQYCgVqCRn7rne9K13ryiuvTPkY9huhyPK4UshQk9ybqoMUKZ5uSht6DqWKkioPgYLt/563bn1HEXR/aH3dGrKDTsQvR030q+peVfOe5El5Rc6k6mvOhz4d0SXt0FqAYTZo7bevfOUrad0xPkUNveTzMJYps8Yoo0xlMmCkHnPMMZO/195eYbChdhmv5cISQa3TP7G5ahT7MNbjOEaYcYpKiP41DCcPY1Q/VFmHtJvooKig5+4WDEmGF0OhlaLnHsxvkRU0srrKy04QqQUyidEs8nnUUUelDWIZS57L+FIIIuNhZINoRMADhCvc5AgHQTgsY45SRYmZKX1lVEABpXx2s2P2MPutLmBM29yXZ7bOnsMm9B0FRZTSXAwlxX3ec889yRNMeeVRN18h9vcJ2Reld8PQcGyUWY4k8+gjXnXHhjea992xoUw6lmwA13ZslMx2P6pLRQ6QY+OaFKx2xwal0jUYUZT3bnIlBtV3aFUziRLz0g8T+rWbAghypPS9tRMko2vTcplhlDlGcjfVy7rpNwppq1HMSMP2YEAbI+XkeDlFjBjGgt/ZP4+8pvSaC1NFduQIte4pZUyed955yfCXg6w6GmeBcT0Mgwh1z0ukD4ULfW4qMCRnWkhK33N0tObxiZ7YR4thiVYY47qO8rIKGMGiRopyeGZjSvGkbh0eI4+JEcLf/vY3q1h6Hydcd911EzvvvPPEQgstNHHUUUdNNBVnn3320K79+9//fmLPPfec+OUvfzkxzvjHP/4xccIJJ0zcddddjei3uuDiiy9O4+e+++6baBLq2Hdf+MIXJg466KCJ//znPxOjjt/97ncTRx999MTpp5/e9fPWse9Chlx44YUTf/zjHyfqjj/84Q8Tf/7zn9P/r7zyyqQ/nHHGGXMcc/311098+tOf7tk1o99uvvnmiXvvvbfjcf/+978n7r///ombbrpp4mtf+9rk5wcccMDEFVdckf5PTpM7f/nLX9Lfl1xyycSJJ56Y/m88PfTQQ5Pj6q9//evk+ubzG2+8cbKPrrrqqokf/ehHE3XCWWedNfGpT32qr9f405/+lNrvzjvvnPzs0ksvnZhnnnkm3vSmN0389re/bcScy+iNbdAcV2ZGR+CAChmrCmQTrYzuIazM09RNuelRBA8oekiTI43DwKKLLpqSWFEwMmYHHmte6qZV7JsJ5DDw2PPyizDWAZLsZ1NtU1ShHB2rM8h70TARQXRzFcJEX/TFVVddlT6XayRa0GtYs6OKn0iPym6Bz3zmM2k/QUUeRBvL+TTuJcpRo3kqjxy5M+VKdIpA7LPPPinCBc5/xhlnpP+jo8pNQs0DEajWyNGwoR+22GKLaamd9J6Z0jTRyqz7+htFTjQYBc+msNonClpkjAfmYhUVIwJCg2AQUm7qXjzdQvfhqOO2EqJNRmw6NwxYIPBqCcK67s0yCKBqKHcsMbfqTtrD7LeM2aGOfXfNNdekAieoLPZgGQcZjspCue3GCOxX38nHch+z2Uwy8lGaAPvzcGRQhOUByhGTRyOZfpNNNul5xbzoN0YQxxMD0t4vrr/HHnukYxhj8pgYbGh8MwElH/VU/hHFn4HkmuH0Q6+rM70X9dUYmqr9jVVU1K222mpW15Ir6FqMx2OPPTYZjiq0NUFeZvTONqjvbMioBIIUF30UEuNmsudFr0DIMQDGXdhZIJUQ7WbviWH2W11AoZWIHF5+C6dXJDzH3+0KeHQ6Nv4uH+t9qmP9v5tjo++6Oa+//T++67VPTf6APWQYRuMASh2HTLcGRL/mnbwVhSFmA88iB0k+Yt0hF00umeIYkS8mWmLD3H6UD49+kzsWOTryO6JoQkRsrEXmvgIjMwG9YPHFF59Mrmd8lRkQdTaG4Mwzz0x5VFNBn83WGAK5QgooqMRmn6Z2xhDktW60kYsqjABdTgWUThO4SZhptaVeFhNoUhWZfoCiSxGVmFy1stIw+60uUDoZBUaEjUK53377pbb0f8qhCmTAA8zzjL7Cc6uSlQ30GFIqqCmFe/rpp6djUWHsWeK8UT1LaX3tLYKHVnbyySenYylTqp4xJNA80G1UouJlteu4ax1//PHpWDSUG264IXnGKUX27hAdpRiqiqa6k30sgIecoqBSm+pWKLkoKihRKldR3OzQToF0nV7sgcaTfeONN3a9p0hTQemVtE957Qb9mnfGBGXdfc0mqV5lPS9UtDpHi4x384jslzQfUYB+bXDert/Mm/Lc0V6xySp57B7HDdPtQyT6hXLai70DjXfOZQwRm5N2Ql7rRhvZIGowKDtKc6ogUrXMaJ3Ry9Km3UIYFUVk3HOILMqqz6g41IR+qws4JVCebAIH2pCHnHFCueGwiKibnATGheNByWehfEaP9reLPGWMUkYRMrd9B/YNEU1Q6cj50HsorSg/jBLv0R/Ow3Bh3DK0eEFD0VpooYXS/50rNrFUCU21Kt+7jsiP373kJS9JnvNQPBhNqrGJJLpP9DZGmwpVaG7O6zMGlg1rPQcDjsKBiuSZRIE60ap8htc/LpskGwcz2dC3X/OOUc/IVWlN388U6GdKptfZGIo8FA4Jc6KbCnUzRfSbdmb4yz80zzhJ5LFwjID5pCS3OWUej8t8CJBtUyH2u7Lp6EzAYcXZo9+VwSc/p9t7Ka91o41sEDUYkv4oQCFAmw4JrcPkmArRS1htYlnNXoHiixYgshHKfZ37rS4wD8se/lZvPyMiYHyVxxgDqYxIigb5bOWcNspTGeWN9CzW5QVbgnV5jxbKaYDB4sWpEt7Yske2vKcSqk1ZGWM0lcuyi1xRKLWB8v+8qFG+l4InaT3GFiOIImi+iTTNP//8kxtJgs9FsjzXbJTxJoExSuEVtbNPTFUqU7/mnb4wbmabS9kN7XaYwAxgkA7CGKJ4h4Gon0VeOeEYRDFHKOpXXHFFiuBylii4weEwnYEwivoNB5HS0PKEyA4URnJGFJnTZjbFf2wirF1teGvuGQPTbUya17rRRr1JpBlTAu9Yjf7TTjttJFqKN2xYsDjxwg9j34U6gTefMtwNd36Y/VYXiISo6FR1d/W6oFd9J1JE0dtggw1StIxxxaDZcccdiw033HDS0Ft//fWTsRRRJLlXxhwFUFEYCgrlcNyqO6E6Uo7RJSl+FMBhzTt9I4dotpQx0Ueb08rPqRtEOOX8MdhRWFv3oakCSrm9p+K3nAKt5xHdscePCDDYzwYtDyjzaLFRvIYxdN1116WNWe0DhGZLQV9ttdXmcGyMC0ST7UPEQDzhhBPSJqL+/slPflIceuihKV2AwXTIIYdM0txU5Nt7771T1A/IFfTl2FPL/FJAAVAkGZwMUsa/36jqh6bcCXmtG22Mt/bXcMgLQLdQhUbOwDgKzV6BYOXJ7hdvvCmwoFuUjS0Ka0Y1MCAlL4+7QY1u1xrxagdGjyhk0OZw+EWWKI6iZ9pSJCnyKEYdKJYoiEpVoxpSADm8hpVHJT+Dwj6bKB2Pu+epY/K+6JXxdvHFFyeGxaqrrjrtb4xVBrt1wrp79913JyVdUj/KNYXahrvhAHCsyConiQpyKKtoWeUiCVH9isIuH899yStkEGk7zgLXiyjruICxSRZwooSjhbGjHchY1DafM2aUII8xpr3ID5Fn0C/oySGXvUcekAi2F3zsYx9LRTTkaCr37bpNiXBm9A657HbDYTd3SoPqKE3fg+jOO++sXOq517AgffOb30y0oqpUsVEdT6Id8jyq5hENs98yZoc69R1PMCWaV1e+EQfPqNCBu3VKoAuJXqh4pQQzRw1qHXqXqARFj9Kn/8xZFEaKnwR8zh3KteMo7YxP3nDzmqIpAkGR5PigSDJgRS1E6+Srye9SkINDZBSql7aOMc+p7bSrQiQU6x122KHSbxVfYLjqCxEhRgs5SREXddK+nEmiPfvvv3+igzL2VRIEBSZEOPSTSIU+8DvtrgAF2p6+kc936623puvUPQerH9Cu5oG26/eeeAwk41xkyJjfcssti2233batIV8neZnR+7Lb4+3OHAEQyibzKEQ2eISHBUqFTep4ocYZFiGeTR7QqgbRMPutLmBQo8c0jXZZp76jgMgPoNiTZxTDJu1n0ytQrlXwswfThRdemBRmnmxKtjFGWbbA85YzkLSPiJrf3X777akd5SIxhuyrYjwyiK6//vp0rJfPoqw5JVxyuaR+Sj+DCN2tNV+tG+g3+Wl1i2xoPxRz1CcUTU5EkQAGqHZgzLRCO/nceJRjGtXgjNEytbMcUXcMOpz2NKZFkVQSlG8XOUGKnhx11FGTWz1QthlBrlGOXowj7MGkbacrcjBbWO/1jTH/iU98ItF9p5LfdZKXGb1Hc1bujLaw6IgQjQK1BE1jWOVFLeAUjZlUexolxEZ43ZRPHma/1QUSoL0oWE2KMNax71BgvGCE9g3vCoxCskixBYo2yhCgXQVEHZRFL6O8J0trHtZmm202x9/lqAgHiCT1QGwQOlMw1NDJ5LjWgXpLkZU/Il9I5E2eJAcYo0MEIjbGLYMxw4ASufF/BtF0cpHRqnKcKFC8fv7znxff//730zxDoUOFVLhG/zCSYoNWNLk60gsHDQ4AY382BnkVRBEFhiiKqqqKTZSXGb1DNogaDlWlVK6ZrmZ/xtQQmpe82k256VE1iChjvdhPZpyg+hBPc1SLypg9UOdQmpTV5WUfN/BU218qPNZNyqkSbbGNQR2MIUb1gQcemKK4Ij1yfFQuEyFCNRRdc68iPiIGjBNyUH4R6lar0QnO9e1vfztF1UTlGDd77rlnOl60ATy7ks4ifc6LFqecOUPWeLb/mOiQaJ49vMatkMh0BY76XfUPvVE/igxJORA5POCAA3IluTFGNogaDgJVOc6vf/3rqaJTkzFMvjplg9dOQuso7Ok0G+UhuPBVMWp5BjNBrzYIHDTq3HecExRTRQbqoFgPA2EIqkCnwtaHPvShyZLn/ew7xij6lmTzbimgjAJUOcZAXaCyocp9DJ+IwkiiD3BmiMaddNJJxdprr52qjqkIxwBtpWzqC84zeVd+pz8icmfMqhgoz6g1VwEDwVjWb+6BkURmjFs57emiNtqXwdrvaBknqA215Q6L6tsywJjgYGYkl2nkxoD7qbO8zJg9cnx2BKBEqn1OeDmaDDzuYcIiGHzucQXBrx26SWQddr/VAXI1UISivGtTUOe+o5CKkDCGujHQRxGiDFHKfBB9p6CFyEW38hClSEGGKC1dB6C7UbC1YVQYY4woOlGmZTJmGCdBeWXURLUyFEBlugGVa5111kl0OOezh81BBx00KT/tQRbGEHkgzxdUl6N8x/46IlVRLS3jf3KUQS35XeQNDRllkVHCQFeKW5oAuqPv0RH1r3cv445zU/4cxx4jN0qhO6/cuDINl1GkkqMoNEMIlVIxjIDcOvl8XiimdZaXGbNHjhCNAPC0RYeE7CXb8ujhw3pXq9+ixvOh9CfBTsiLhKjdT9FQ8pUAt+8BL8jmm28+6SHEsbZrvORPguYd73hHCu2fccYZ6VibmvGIWRRwrC0UNla09wR+rrA3agKhz9vonAQcWpa/Ve2JijK8baeeempakBwnwfHLX/5yCmGjJkgMJiAtXH5PMBJovvMMIjwqJuFwoyCIminBiQphUbIIEaIMSEm1FkiJxvYi8LfrW9DdA++mUqwqARHShCZPoLKcoD0tiBZJVWd4bu034TPnc8+xSMorIcDtyYEKIGlWsrRnxBtX2Y4Q1gb6Ae2KNxFV49hjj020SG1tobWZHK+xsqAEPo8joa8f8KApj7xsvtf3PJx+Z4FxvAVhvfXWS8+lvygGvJv6XltSAlQ+8l3VXbljj41xhgXY4mmONCnCWPe+I7vMZ3NbDowxOo4QcVGm3Pwlx6JiUr9g/j/jzjuL4swz7cRbFEsvXel3jDaV8coe9mFCVAhFjeyzZtgHi4y97LLLkuz0N6qUtYDMVp2vDGsVahtZ6tmsSaI6se9NJ4hykNMMIGsTGcxpaf1UMACsse7Bmi3iRCFXAdBaaQ0MBd9apiKetdj6Ze12LPqfYkAcWNYSa5w1kuFlvJBHxozrMaStydY163VUF5Q/Y41Q6CHuwRrgvnwvKmnOWfu04dx/+1vx89//vlh18cWL8265JR0L1rxeFHZyL/KwrIXWXeum9U37WTNdw3pr7ae7eCbrqz70zNqEfmNdpv9YC5XRdp8iQM6tTdpVimPo0mvIcusp3cVYsZaiR2p7fepZc67XaCIbRCMAkxNHGueZAKXwRylQgoSQcQxhSKCE14siblFl4Pgc99m7BZcAIZhDKbZQOLffEpA8JgSO4wkOgic40BKiCVSCOo51fffBQKGER66OBFNCz8JFkeSZdE4LqmMII4uzxcy1eXAcJ4JBILoH35ePZVAwDBhkFAftQMC6B4uZhSWOdS5/W6x8F+cNQc9L6hk8m3bxbFGlyWcSLEO4unfHhAGjzVzX87g/C27s/s777Zj427GEtetpj+grnk3ndF/O4W/XZ1h5Noup3znWMzjWy4JaPtZi6Xn1k2fW99rFPWhbv/W3tvNs3ezB0ESqWK9hrOnDpuW6NKHvjEXjlPwZV4MoIAfFPKaw9bXvFFw46KDim297W/G3pzylWJFRdOCBHQ8nX6wl7olsqwsotJRkVDgycosttkifk40R/WLoiDKUQdHmBKMIWwu0O2dfJ0WYEs0pqMw2mUuGU+itM5HfGwZD9Bsan6IN2o0y71jy131ZK62B1krrjHXH7/2WvCZvIl/ROmCOkO3WHr8nw60Xnp+R5N1aZOxAbIwclEDndZ7YlNua4bp0AjLN75586aXFxCWXFM980pOKJx16aLHUJpsU880/f2orBpv12Vo4m4iXiBpjx5rcWrxAtFh7eTZygDGoP7QLo8jzex7P73kYfpHfBfQiv52qbLay6Kecckpx5JFHJsaN+7DxK4fhEUcckdqMERn6QcZoIe9DNCKgGBPGPFAiRU0CAYNuxPMSCanjCIZYVDvq994LvYQFMRcTaCaa0HcoLhTWcaezAsoQxZbjpG99d/XVRfG61xUHFDsUlzxp2eIVT7q1eP6vflUUG26EVzzHof/5z0PF3/9+b4owUGRf+9rXFI95zGOTskqRvv/+fxWPe9x8xT//+Y9innnmTYYT2fawMisvg7PqweLRj35M+o5izwjwW8fMNNLkt15hQHO4YS4wPN7+9relaMAf//inOYroeJbbb78jGTCUehXpKM/hvGodk6J1lHHGBgcgA0hUhdKtj379618VT3va0x9hxE9M3FvMNVe959wjcPfdRXHC8cVji38XWxWHF48uHqahFVddVTy0xBLFiSeemIwHES5OzplCpEuUyj5As420B1WuLDf22Wef9I6uyHhq52A59NBDk3OZAWYfKGwNEUUv45EhK88soznI+xCNGQh/HmpVmQjnJpX+5cEheFDfxtkgolRYDCT+DishmZcNRYkiwBNZBRYPlMFxBm+kneqVR25SpcIm9B3llBcdfYcyUnVcjhKUikZ7WmSRRfrfd7ffnt5eX3y/uPLvbyze8OzvFbd/YKFihefcVDxqmYcNIgYqI+GHP7yh+MMfbimWWOI5KSry2Mf+LUUTOHae/ewX/bdM8cNU5wUXfHUy6BZccJFkPMw77+OTQsrr/6xnzZ++W3TR16cS1aLp5NAznvGiJJNEsCmmojD63x4+8jl8JjLPY48a5r5WWGGF9Ln9g/7v/16SokFF8exiqaVWT0bROeecUbz3vZ8p7r77+8WjH71gGl/yiUQB/vCH3xdnn/3ZdL5lllnhEU0T+2JJQzn33G8WL3zhAokBURTW2/+tufff/2Bx2mmXFa95zbuKBRecU+m+5pqLiyWXrPecewS+fFPxl+IHxWnFOsXcYQzB7bcXcy+9dIpYouQzPGcDbBOU7l5UUzRWzBt7PwUiEqg4goIKse8g4wk93WdrrbVWor+jR3ouegnqo7Hqb+t0xmgiU+ZGBBYhXg+eQ0mtu+++e9EU8ARZ8Cyo4wxhfot70BqGAV5nipbcpocViYwq4Nk2jpu0KWuTIB+CgiPXYxwNIrmDqEwUsr7jv1Xs3lpcUXy1eE/xQPHY4gkvv69Y6r3PKIolipQ/g4a11FKvK17+8oWL//f/npeiJAwXxgKP/AMPvDrNhQceWCRFe1Za6fmJyvvAAwunvx944OGoi5ffPfybRVL0KI79zW+eVnzrW99K9/LqV9uU9qHin/+8t5h//icVtql66KEnFL/+9d+KV73qCcULX/jYYmLi4TLNSywxX3H//c8tFljgRcWTnvT4YvHFH64ieu+9vyu++c2DEyOBw+ltb3tC8vR/97vfTdeTK7vttgcXiyzSng7F0SgPVG6pSNMrX7lCx0j+v/89V/Gvf724WGSR+YrWatp33OEei2bhoWcUl+/5n+K1xXXFXG3GCoieWD9mA8YH+mFQyWcDucnl+9HP2DOiqih2QWWUc2VeoVYyoNAkbarLMBL14uBiEMV+Ua37VWWMDvLqPULgQZQwKErUJEjWVMgAh3qcwRCS2DpM8MwxqsvVrKbDbCgSowKe+7L3viloSt9RYDkMIv9x1CESQTlkZFPAVD9rzevrW98pLLD99imHaNXivGKv+/co3v+Y6ycLK3CWRB6M+2tHbWq91+n+LiOMDG3gOrFhJiMkSo4/fJtzFkDAMgjw5rvPgMR8xWIovQxqOSKKFSjWEXmekYdjs9TYsPU3v/lNosaRiRRpvw0q1lS0ZpGIq6++Oo3X1v2FmjLn5sDSSxfXvXXrYolvHzJnnlmpDxi62lneTrmfukG0dy+g3VGlAiLMUgpEJI0thS9Ul1MwQ9/vtddeKeKqfxVwQZVk1MvLCtaEyGedcuQyeotsEI0YJEUKW6MkEP5NQPC9ozzpuELSOE8UoW3xHwYoBiuttFJXv2lNSB5HGLv6jwLXpFyXpvQdRZRCSnkBlbZGDeg6FC+UIUDb4XW3caSk+oH2nQIKK69cLPaT24snnvvKYt6X/i8RXZRuEECh470Pg2g2kNsiKhCJ8iiY5qwxZd5K5qcUiypwzqkEqgCQqqzosAwiCn9VhxUZwPBpF81sypwrwy3f+Lz3Fx//+rOK4jc/blt5MKrWieSiLGpfRmo3UXPt1qvCKaJM+h0YQGiRwXpQvZZhJEIpX0mlXlQ4lD2VBdddd93EsikXiDAWmth3GdWRDaIRAy8Gr4ewflPAi2bRl4MxzmDI4tyLNAzLIFLY4ZxzzkkLRywm08ECOO5eM4soj6Myvio0NQVN6jvKCw/yMCml/YRn84o8FbmEU1GH+t53Sy9dzLX00sWSf72uuOCCeYq11ioGCo6hXhpfnD0ocowg2yNE2ynnDAzRoJ5HHiA5OBPqMMWZgt2uGlmT5lxABXZpyU9+J8O8M9+PMw1NzXYWXowIxkbVMtX6vBsDSjvLFWNIyQfS5owyRi5ngs9R8FBOGcH77bdfMnxtUYEyF5FKVDrGMFqkCn7g/8aD50GV3GijjdKWJCr6ZowmskE0YpBoapLXaZfwKkINP7e8Ydo4gncK5bGqIdIvg0h00b0M8z6aBosrj2hd9l8ZRTASKCW92O+kjpDE7RVe6bqU9l188fuLSy55Rsp9GeQtyZny6iWUTQbbUQTsUxNt7r2V4jZTRAnoUcB116H6TX8cw0efiQyhHmpLrAdGCfYKvSTa2j6Bim0odR30Q9E5bSZCE8eRqwwaRowoFB1HThhjGb1N1FgOmLwfUVWGTVT7i8if6KBCHJ1o+dg0qgoyhEUC/a0wFcPKuzFir0eUuXBYZIwectntEYMqVxSGo48+umgKbEBnYzXUCIIsY3iwwEhgF7WrWtLX4tSLqkAZg0fT+k4EhbcWhYyCNSqwISQKj82qFSioU9/JvfnqVx9VTEwsVuy0UzEwYAygzGE8NA0o4GhZKtC15r01bc5FupBibS1bA7V9buNFflcYDaJEPrPOM0ysL4oHyeOSP8wZqhCUfB8FDdBGMUb8X9Qd1Y1BRD8QWWPkMKC8GEKcd2SCPDvMmF5W+WT8oFmqoOfa5ubee+/ds/NnDAa57PaYwl4QEfJtCiTloogJd4+zQSQyYz8m1Y6GFZ3h4UO77MazqXrPe97znmKcYdHm7VxmmWUqK7R1QNP6jseZQon+MkpAk6X8U/Dq1ne85C94wV+Lyy5brPj1r1Gci4E5Z6KAQdOA9SBCYr+jps+5++4ril/8wmbi0x8r6oPCZk2PjVUV6PGilDKAGDdXXHFF8b73vS9FeUSAGDNojN7Rj32u6qzy2IyrPfbYI+kG5cgM58jBBx+cojaKYTBAGUP+b/uKrbfeeta6kOtttdVW6QXjTusfdWTK3IiBJ0NJ1CaBEMPN/exnP1uMMyyihPkwlQDeNxvToZbgfvPS2RfEQsUrbx8PC5vvLGQoDmCBZxBY6OwV8/rXv744+eSTU8Ug3HwGln0e0BFU8KH8OZbhx6tnDxC0CtexeNpZPiKePIwWWvkU8irQIngbXYfCYRd5njw0C4bJV77ylXT/yqZafP3e/fDWHnXUUal9fYdagSaBEiH3x4JqUUancW6eQf2h8hAqIS+kqBnaloVRvpf9UlAxPv3pT6f7RbVQleiss85KkVrjmgKk4hSl1+bDn/nMZ1I0wGKPXiI6yhC16DrO8Sh4Nlp2Hu3i2SSD9xp48k1CJEFXzUloCiTgd1t9bFB9p1AIBXeFFYpCTYvNNx/IZYtll102vZoI41MUpF2BgKbNuZtuYrAXRZXUHvKN/G5XZY6jyMvawegho3fYYYfioosuSmNMbtUWW2yRaG2MJXIXxY5cptdccMEFk8WXlMdWhXHFFVdM55S3yQg6/fTTkzwXgbMO9No53LS+y+gO2SAaIRAoeLNN2hgSJC1SAptGI+g1RGZ4woYJfUAZj8IAFi3/j0R298g7z7Cx6DMAorSpRY3REiV5URkYEKgNjvWbqMJmjDKGIhLmPD63mPGSR/6E//vM97H/Q/zGPfmNRTNK58rhcWzcv9888MAD6bq8fY61qOKVM6LcY9yve2f4RJ6BdpCoq02CmhHFLtBgjFvGD/BiMv7cmzlIKYiEXYaM+4h78h1FyUKubfwdkQHt4thIpncdUd9+GQBNzHky/sr9NAoQheEUsKlo1aIcg+o7kWuK4BprvL74+McphQ8n2Pcb5IpoYK9yegbt3OJI0pet47Rpc65K/hAZi6ZPbnPkTAX9aZxzVJFrqGicZOQzWadCHRqdsulkv+84wcx7DjBrkPblJBIdYlyR/aJPnFPGKlobed1rNK3vMrpDziEaIQgREyr77LNPo4wLVWFQxSQUN3KPhh6B54tQt4A2KXGc0TDVviIZ9UUT+05EUCRTpGhUIMeCJ1wOUVVDb1B9J2pKNik9ffrpRfHggyqy9f2yaU1gjO2yyy5F08BAoKgzEMLh0sQ5p87Rxz5WFPvuyzk29bGKG3ASKVleBcqar7POOsmpxcGhzLp2Ec0XYTLmtCPqXVTlExkSnZeHdNlll6UoHKOJQ8y5RPb7WciiSX2X0X0O0WjxDsYYKDsWLuHnJhlD4UEX2iYQxxlyqNCnKAFNQpStnQ7KeSvFmtFd5EDyMT79MPuuTkCpaVIVzSo0WY4gVbK6iXoNqu8oofZIArS5yy8X1e//dSnBTdzsGCjoaL7tNhlt0pz7zW/Q/6Y3hmCVVVapZAzZvBVVTrSdc0PVONF+Dl0U4S233DJR5pTgRsVGTd5uu+3SnFdIhUxUeMF3KMl0H+um4/td1a9JfZfRPTJlbkSgtKWFVQnLpgF9iDAb9xwiiwI6wKjusyK/h3dtUBs7jgJQhuQ6oZI0aX+jfoLHWE6LHAFKEa+fXDdUSYnXt99+ezK83/zmNydKI0+ydhSBFlnyN1qiXEvKPk8+zzK6oyiN88lNQK2UY8ZIefe7313ceuutxZVXXpn2paGccT5ReCmC6JdoPbzVfutYMtk9iKzIZUPv4cUueyjRjBhFFLu6lmgmk2LTbPuMSsu45JKiWH31/l6XnGiqrGBAolc1fSPPKnQ59Da5peaFPM2pYA4ccsgh6Z0TlKPHXFQgAStC9IdjEGVYzql5K8fUnFHKW06Z6+y11169fdCMjGwQjQYIX/QCIWuJ2k3ckPTMM88sllxyyWKcIX/kI2qbNgwUvipQgGCqjSYz2o8JCjdlf5h9VzcwMNAgKEkMRtFldBYGkQgrSo0cMAYRo4dCrwIgg0hBDooqg0hxC/LHORhEFDPn5VxiEDF4Ir/LbyOvBdCDKIOiAajKro/6U66QVi6Q4hjndO3ICUOpcv6Z5IgNqu+0pedWVAVWWunhMswrrmiz0/5dl1EpmqCPmwbKPcO63X41TZpzDKL3vnfqY+SGGvvtCim0QmTIcehLnA2iP5wbSqvTX4w1eoD2U4rbvOAAsXbUoZBKk/ouY8A5RAcccECx0047pcogKjKBBcHgliAaixBLv1whyUTA/yYsVLSKJDwLlYWfEiCvpLwPioWO582OwrPlCY4adt111+ShkYxYVy/jVFCeVLUyVBhJkeMKUQAeaO3Q6w0J+wke+SqLoUVTwYFuSguPOyjmKCJPecpTkuIxrL6ro8z41re+lYzFdpW86grL7YknnpgMIf0Zyl+d+45hwpArb4lw8MEPl2GeJn9+VlCNUU4lKmGTIO/llFNOSREikcfWHKKmzLkHHiiKtdYqilNOUWxn6mM5Cxg2ChrQ+6LYTCsUU5A7xLhB8fc3x4WxRcbVweiZCk3pu4wB5xCpNW/n4FaLWelYVAIlENEYeNzKUQuTxaZbjCR0gY033jgJ2zJ43oRVM6ohSlk2NTxPeLp/ntpxhrly7bXXJmpZkxD5BdOBx48Sm1EdIhh49mgkw+y7uiESshnZTQIZbVH+zne+k3InZrPj/aD6jqOS576MVVYpigsueLjAQr/AUar0ctPAKcm5xanbbr+spsy5W29V/XN6YwgYQ5ROjlmbDHfyswfVjR6IukoHRJdnPNbdGGpS32XMDDMagWgCNo+0V0iUoQWT394jhx12WBrk9vPg5bE/yVVXXTU5EQgMHgH8YB7j4CcHlFl0DuHyjOnBKMW9ZYA2FU015noJ0VHOg37Ro+rQx7ynGdURSkITI7/9BgcKx5pXlH6vO/SjXCZRodVWW60vUb9eg2dVblQZKhpjv373u/27LqZIE2UhmqQiGYobNUHJn03+UKtjVpVEe7p1MvTpfPaCYziphmvfooyMumBGs1WEh1C3iWKr9UzhKX8uHCppTk3+mDTqx0tUFRkQISpT44BXyN4caslnTA/tTQgLPxM2TTMuREZUijFWxhkKDuBLN62sJ1lQBea1kqoZ1YFugxJLHg6z7+oINGx7lZAbTaLNoaCJcCkZ3IS+o9y2U3BXXbUozjvv4dLM/aroFRs0NwkiQwwi1CqRk6bOuW4NopiTigLJvdtvv/1ShLsTOMpF0pqEpvRdxoAMIrlB9kzYf//923rseLxwQVsnSZkOZfNJEwbftF1VNMJXfhKuNeGSMTVE2eSe8MzIN9hoo43mSOatO2xOSaG5++67i3GGvIgDDzwwvTcJaH5VYPFrGsVp2NBeNi1uR70ZZN/VEdYJFadUq+KMawrVVPGGTjkWdew7jBA5Iq1QEXveed1Hf67rmq7dJDAAvvCFLxQ333xz0l3a3X8T5tyf/1wUf/nLw5HAbkCnC7lFB5HX3P78fy4uvfTSNH+bhCb0XcaADCIKqwIKasVTYmcbhm+NDJWhGIPk8t12221W1xkXCM+LDqnihba44YYbNiZSxGBWiGPclWXRVUVJmkYr67ToteKSSy5JuYcZ3bWtvCt5RIGDDjpocj8MVZp4YuV5hMMK3TggF1M5aJAH4liJwaCqEy9t4PDDD58sfa8srmMpdlEIh7EesDeSXAFAbXZsKAvKYXNohfyROybJHFDbHBvXtVcL51rkkcpL5QgDc8GxyleDvBt/R5U3UWXtgobGIeTv2267rfbDKzaTnEU9o67m3WzB44++1gpBo9VWezhK1A+g5ctJbhrbgVNYVbT555+/LSVyUP02G9guTsXzqiluxvLBBx+ccoKUvKeH2FB30UUXbXu8fsUYaFpl2Sb0XcaA9iHihbP4CQcHeAGuuOKKNBEkyVnYeILLUSKD6NnPfnbXN2dRRbGxKVc3UNCBgSAfQ+Iq7yrqiRr5F198cTrGM1iwb7jhhvT3Bz7wgeSJ5eGQ4MdzEUqHHB2VsSKhTtjU4u+5UADthRFKh43kRDuuvvrqScOO0sJ7KXwuUfTzn/98+s5eFhYbi3lQ3ygrlBEcc/fvWPdpLwgCVluDUqSOk2wtQoSPTsFBtzriiCNSG6jIh05iLwz9FooQQaRsLcXC3iYWaDlIoL21F1oHOC9PjkIX+lC7UWyBMKO0hNK00korJeVNCVvP5VwKbEDsJxEbcy6//PKJRilSqL20r4pCFDK0MQZ3KM82aROVFGVkROMdez5w74zroGTqC/dufwNjQL+GkofCYBzoZ5DnxosnImPhUrHKeVX2WnDBBRPVM4oAGA/60PF44auvvnryBMp/c5xzU+6Ax9pzqaIDjjXueDz1oUXCXIGll146eRFjU1pjnQLo2RmKSt3aGwXk5DGWbrrppvS3qovGA28bBYsDQb+CHD33qd3AuLPfinGgvVTzc//gfrSV78FeDza+s7jrG+1vU1UwnsyPUGjtz+K5tLGx554o5RZIlbSMGYos6NM4Vn/bX8K88UxyBXjOQ/k1ZvU3JV4kYI011kjzkdFssXUfX/va19Kxyidrg1CGP/jBD6Yxql154iknlHQgA4x7cxLqLiNQq1zLPWs3MsJ8N771n37WPsapueAejF/HkhH+1o/GtfloTHiGcjlpxxo7/jY+/G18ONY9kufmhz71nfO4B+0Q98QoMbfJCbLLsZ6BjHBe7etYz+pYMsNYCHqottHezhvHmuf+No/MM2Pcs15wwQWpT+O8ns248xvPZmwa08az39RNRnhux2nrULC6kRHmDXntt9/4xjf6LiOMH+1EpreTEUXxhOJHP3pfcfPNnWWEucmhOp2MQIFk3Mfm1MaA+dkEGeEdbV3fOfdPf/rTNH9jfQ8Zod+MtzrrET/+8b/Tvd9zz4vTGANjJ/QIfbfmmmsm57i+cozPsVTcp9zyTnqE69A7zCcywz32Qo9wTc9DPkA/9Ah9RcbXXY8IGcEB1RQ94rYZyIiqeoT76HnZbYO5lc4jH8jDqS9PCPEkGTgGBehM3xtodhmeClF222CPEp8mkk41EHPZ7epQBt1ksUioxlRnEMYEq8nW1I34egHOBJQLc6gJydYBgiiX0m4mRq3vOOhEo7xbGCkKFu46JbdTfshn66GyzHXvO/s4ac9O3v7LLy8Kuvjuu/f2uiKFdA7sgSaAAqqtFIVifFBOKbnlwlNNmHM0QuW2jz764Y14ywiHAwOCkUI5p7CedtppSUFljE7HHhLh5uzWLk1Liah732XMrux2VxEiVnWrUOStYFXG5zwEW2+9dbL+XJhwYOFPZwx1wic/+cnkLeFVyKiOLbfcMnmM9t1332LttdeeVXnXfoO3hSeZh2icDSILCq8II5bXryngnalSHpfnjocyb27XnSBHV+OJU4hmWH3XFIg+qXRFkTaXeNgVAeJprguiwhzPrTk/00pqg+o7nuSpDCI23VlncWjKj+rddXnLm5RDxADSp4xvijMvO2NBQRQOXawZDmVGAy+46AGPuHYVxWBIiAKIpPDAk5XWQxEbzjJe9MgpdKwIjWOdU1vx7ItMOEbUgq+bpzzOSx8QDRJd4GXnuHasqIUxKTLBEbfYYqsV99//5+Kiiy5PzyNaYi6JmtHD3K9xS78TGaOfuUdyfbpqmO5JJMI2G03LlR1FeZkxJ3ruNsND5+kXITLRhLoipDYTmOjrrbfe5A7gGdXx0Y9+NFnFUfK8rhBOFb4ed8+LBVOUtbUoyajAAmhBzujOIOJFRSfNqAbOH3Qbawb6TWvJ6DqAMozGQSnlcZ9tPlE/wTnzcruwdgBf5YorFsUslvm2QH+KTdvrDvQodDk0IWBY0H9ifx2GBGPBu/FprfN5vBuvKHYQx3rFsahbok+O9bnPyAb0JMZWbHSKYcB49XccG87kOGcYLT73cpzrxLE33vioYqGF7pv8PaPU+PTi3OYYV/2PgXXmmWcWO+20UzLcqmwNoEQ+Y9BL2e2MjDph1mGX1o0WeSMk0Xp1CxSHdguDRFuvjO6Ag4q3yYtT53LHkbcw7pED3jjGf9PAQ1gFlCq89IzqQJ+kaPWr7HbVvmsSUNIY3/JEZpK7OihgTYhkMYzw+oGnvm59h9tvXZ4qev+e98jdJctF/HtzXYwBhkadWQPaRW6DCI9chqDHMTAYdK2wDou4ta51ci8YRdC6nYn8IcaOc5bp1P4WCZKPQ3cSgUcJQhP1N5Sjj/IpyhA1anWgwo47FsWaa760eNWrXpq2RXE/HNPyxBlbcrbkpPi/CFgViNRa49FZtYHn75dM6ydGUV5m/A+ZhzbC4CHlhYmE4bpC2L5p+xH0A5QjC4ek3al4rnVD1T1gLN51yuVoAig/KCr92pi1Sfv3VIW24jnncZcMXccIEZgLlF0GHBoUyhVmBUpTnfqOEjgd5VraiOCIfPYNN+zNddG9UMXqahBFVVT50fqMQ2um/WaMlnONJN7Ly2HQy9Nm3KPQiQahnDGMnIeRwyjTP4oniIjGWJqJ8q66+p13PljceedXittvvz8ZpPLDOboVqBDxYsi4tqqO9orEapgO8sLdJ6qeYhIbbLBB0USMorzM+B+ydjLCwAkmKAmhOkNuBO/UwxWLxhfoZGgITduPKSohTQfVD1sjyhlTIzY4jGpNw+q7JgHtZ6211krvUc67zhAVovSjysoBqVp2fxB9515UaYrqVVMBu03xsl5tmUW5F3WpCxgHKisqJID6pTAGY1aO2kc+8pHKW5G06zdV6RhA0d4MHlEUFfA4ykTXOUcYH5tuumkyfjg8rRXK1kclMuu9e5TTM5N9uW644T/FFVecUBx77JHJmerayus7L5qbNpDPePzxx6f/2zRa9bJOlE/FJWwD4tlU8VMFUP5QnXOax01eZvwP2SAaYYgyKK4QZYPrCp5SwrapQrJXQG/AmQ+6w6jB4jjue03NFHXOMakjeOsVk0FPihKsdQbPuyR5lFkUurrkjIm0SaCv4lQT1MYS+2+F5FmD8l8XWahPGAGnnnpqMjQU6VDKW8SgF1ED85uBceihh07u72UtkFvbji3AsLDvD4cJg9r4CRmrQJG1lLGk8l0VBxuKKaNu3XWPKh772B+lKr+MLveEzqk8uM9Eixju2kMukcgW54PxYZy0OiDsg2YOitqi3I37Gp9Rb3RVdntUSuuNC3ibVEThbSpv7Fg3ENi4xULpuMkZzQIKRyzI05VXNz/rSmGqI4hnXmhJ1P2gzVXtu6bC/iiia/aLkbtQd4VMXgaPemxMqorrMPtOxNqc7VRhrhV/+INNN4vipJOK4r9bTM0Y9iyhkFPMZ7sR/GznoPwe21gYR7OtANqu30R7FC+Qj+Qa0+VaKrSCEopyWT6vdV4ER8SRo5FxRXYwWqaCvXWWXHKp4pWvvLpYfPELiwUWeGyKgolYRu6RyJX9ahhqcp5UAEZ1lyu1ySabpHxlMh7jQ1ltcsv+Tn4f+wg1HaMuL0cVVW2DHCEaYRCENicjFOtMHXGfvFwzCfGPElQSOuywwxpHmYsNDKeDBZKCk1Ed2suGh0reDrPvmgqea04W+RkoO5G4XlcwepXkRstSbGbYfSdC1E155P/7v6Lg0/rvfpGzAuWFoSDKQDFXLZVsnK5deglGCmeda3Iu9mI7hHb9xuATdUITnM4YQomTT1Q2hsJwo+zJO7KeWlc5n0Ta5PBM1Y+iP+94x0ecpXj84/+eDB1lvs8+++w5+gOtO+aQSon6RhEHeUth/PiNasPodJyxp59+ejEqGHV5Oe7IBtGIQ7gbFavO5Y4J8B133DFZ8eMMiz/OdtNKzFc1ZO2nkznY3YHyoXqUkrv9wKg7IUSEVHPj0RYpasLcYrxtvvnmKVo0VT7RIPpOdIajRjnnqrAnu43uK6ZCdYRNaxm0+g8VzH51FG/bePSbUsiBKELFCNPOnDm9wmz6TV4w6lm7czB+7PtYphmqEIdCx7BFHY0X50AZqHf33/+K4r77rih+9rM7kwHICVPO+WTcWKsjWqesuAjmnnvumYyujTbaKFXERKtTSl7+kzyr1o1pm4xRl5fjjmwQjTjwfPGQ+6VQ9QrC8cLtuNEjxOLsCjxu2223XfL+NQlT0XrK4LXMVNbu29Zu9/0qH12175oOkRdRl6ZUOSQPVQc96qijkjHy+c9/Pu35QkEN+TiIvlPSmSFStdADKDpGhM2mfgpHgMIAqFyUeiWiyUcGmmIZKrv1C9ddd10yBkRYRGdXXHHFypX/qmAm/RZRGVEYVd6qbtLsWl4KGSy88MLJ8GFUyusRNSrn3P3tby8u/vOfH6Y+ZxAyPOU0BVDF0DjDwNEmNn5niNmXCJwTTdW7dQwNfpQwLvJyXJFziEYclIDYi8hu07FxXN3AG4oWYbFTehZVaNw2aqV0WPgsOE16dt7bpiiaGePZd+YWyo+E8Niosu6w34s8ER5+FTg5jMjFqLw2qL4TTeAZ/9jHPlb5N4qeHX64jTgVzen+miJ5DEAMh9ay22hs1gvOM7lNIiK9ykvU5uedd16KfqCuKUqg2EUvc5i67TfGhei6ogezdZaZB9tvv32aB4pBbLXVVule2Lvzz/+N4vWvP6l4y1uWSJEdlV85VB0PomRyg6zPkVPmWUSllOA+6KCDUjlt0SE0Or8dNYyLvBw15ByijEmPxsUXX5y4vZJ1VaapYwSGB9d9EbaMArk0kljreK/9ws9//vOUFCthtkngva4Ci3rmYHcHVflQd/pVkr5q3zUdZIp2bNJ+Zza95MCSW6IEMzqS/BGFDgbVd+Sv63e7p41UG4GEq66a/lgRMDknHGKuJzJEuY7iAK2gyFPORTEuvfTSZDSikolMUFhFQTAiynl3DAEJ8SJvIiSdchnl2bziFa9IBThESlT963VBhyr95t7POuusNP9F1kV3ypuszhTWFhXiQK5aKPcIJI973O+KF73oWcW3v/3tZPxyHJQ3c+Wkc7x2DPhb3zEa9ZtKfCJ6o2gMjZO8HFc0w1WWMSsQTvIQ9thjj+Izn/lMylOxoVpdOf8WPHzlUAJj47lx6CfUBdVQRhE83BbQqhWrMh6O8FLuKGc4+RkzAwWa06XOxWWmgxwoCvIgx4GNQDmmll9++a5/K5B11llF8frXk+udj2NwiIrH1gsiM96nquaFxicawbCxPqDQobdZ2/zevj5AUUeBYxAzlhg611xzTbqW6FMZzoOOJh9mkFGAdlEHfc3QYywy0Lxmi6AgiqYx/FBxgZF4zjn/r3jVqx5KuXaiUChw8rTkB9n3iL6gj7BN4ncB+yMp8HD55ZcPtRpgRsZskQ2iMQHvjg0ehcolPVpI5KvUKeExKvgQsDxz7pGnTGRLKdI3velNxShDnojE1KahauUlHu9eeDnHCYxjUQJt1w/0ompWE8DLjmZFtjQV8u9EamIO9bvvGAjoWvJA5K50i9e+tihOO60obr65KF71qvaGAPaCynHKNofTS1XAqtsvBP0RxY0iL8rO4cIoEglhPHp/2cteltqOkSVKghon6sIAiOsqNqCIAkOptYJbL1HuN4a6PB3PgXrGUAPPz+hrNT5mCpFRVEv9aB21SXZgp512Ki69dNliwQW/Xvzwh4yjc5IxJOIm2iZCyIh8z3vek/SF1uiacRLbe4x6jui4yMtxRTaIxgz4wBQDnkbeHsaRpNE6gOAtwyJhwfBuUbMR3ijzd3HjefAYf02iHLT2WyeMWoLtoBwZSy211ND7rumgCH/wgx9MDqEm4pZbbkmefHSkQfSd9UGOjqiaiMlMwM4QJTr33PYGkXXoJz/5SVKke8EAkOQfxQ8o7vbHgQ984ANzHGcfHUq9KAgjSsREBNY6Q/ZS/PuJcr8x1Dk8XJsxJBonX8umwr0yhkD0hkHE+PTMu+++e4r8KM6w6KJvKq69dqFi7rmPKb761StSFTuOA/Rthia6YUQlRd7IpA033DAV+FCB0PlE/6O8NicmQ3MUMS7yclwxutplRkfwCOEP8z6vv/76tSl3Hdz41hyojTfeuFh33XXTIobyV66OM0qwWFlkeDmbhHb91g7ywngdM6oDBWivvfbq25iv2ndNB+rRMccc01X56DqBQ4hBVDYc+tl3FF3rgkjJbCiub3wjSlZR/PSnc37OEAJKueT9QYKRxxBR0lskRM6M6BDlX0XWftOzo98Uq0CHlSdlv0DQ5miynGO9NqhV6bP9xjbbbJOiOgxDRtJLX7p68Z//XFcsueQSae8h9EIURIwSho68NZuwyj9mGEUUyHocL1XrYv88bTuqGBd5Oa7IBtGYggBGRVPBiLeom833Bg0LFI+TykNC/xYv3sVRA48gBWRUaWU8jRb7jOqIoiKjON4HCfQszpUmtiOj2L4wVWlks4F1gPGtIqmI7mzzGeeeuyhWWkn+yv8+EwVx/muvvXaSIjYMoNCpUKdwAAfhIMGIwAa44oor5vjcfaDO9TqSqSCHnCQGoIhOUEhRwPbZ58vFBz7w/LRHnPthfNtclaxGaWQoGhPympQ9R48D0UrGLIqhynzhWGVwZmQ0Ebns9phDxIXXSOUdwq/s3RGpEL6XiBpUtX6WneS9RZ+YCq6vfC4v1Re/+MVk2PUrvyKjd/0WXmFUFtz4jOoGEW+xZOV+lGKv2ndNB6NCHgSjool5DpRXBgRKV4yDfvQdmhzKk6p2DIaZREsUrhDptrGq9UQdiw02KIq9936geP7z506RBBGoNwofDREiISeccELKqxnkdhTRb+jg5vcgCxGYB/vvv39x2223pUJLT3rSk4u55z67+Ne/Nig22+wjKYJPPjPKUA5VjaMbKMjAkGJUtWKdddZJBhxaKuNJ5G1UMS7yctSQy25nVIL8IV6hqCZUpjeJHilnKmqhDCdv0BZbbJG8WPYvkI8kD6lXpbxVCZoOjDFKNSWRcLaAdyqh2jTw3h155JGT1IOmoEq/hedwlHPA+gEOAMqjnI5h9l3TQbFnSDS1WiX5LA/E3jyU2n71nSR6UQM0uZm2lQ09Ua4o3RQRdSyWW64o9tzzpuLYY49NkfBhG0MgAuI+3vGOdwz0uhx5oi2MxUFXZbO2oOopMiE6t/DC7y9e+tKnFU960kOJOsgJKp/JFgnubcstt0y5RHKK5GIpBV6Gv+UV0RPsRTTKxtA4yctxRdZOxhzf+c53kufHwkWoRVla/5egas8BVDX0OtV5JBXyVAqpo6DYgI1hJNw+W4hUVQUqB2GtrCpFm7LAoGgyeGZ5LZtGK6vab7yMqjhlVIexoOrTzUp19QHdzLkmQ1TZhpHmVxMhd8PGnKIKQAa389bP1uhS6bKb/BVUPrK3nIfKgSY3FR3tqKOOSgr1Mss8VPzoR08oHvOYZ9XGKFVIQcW1H/zgB4kJMahIn+0kerFezgTKdysmYc8nhRHuu2+h4iMfeUXKryNrGDQoc+WKriIiSpejqjN+RJb8Lf/JGFQhUC6Sc446xkVejitylbkxB6OGp0ikR3icAaSqFSFIQZcsiSO82267pf2BhIyV7GQ4MZR4Ej/84Q+n/Rtmi26TMXmtGG3yiixqONlbb711Y3aibwUFgpGnT5qEqv2mX0a1+lC/YIxTUvtFMxzlBOjWsUdeNTm/QWSFEssI+drXvpaUa/IZva1X3m8yNPJNUKAUcnj5y1+eWADa7hOf+EQaM2HUMIaUsFatjPwSWbCXGsUaa+B1r3tdMkKf9KS5i402enEx11wvrV0E1tohYoMF0c/x4VrOb62UizMsoI0yaBjYj3rURsXllx9SfPazOyXqIMPI2n7IIYekyBnZA/pQHhEdgDFuPokoqYYq6i9qqa9HHeMiL8cVOYcoYxIWQ5QMi5zFkEGEd7/tttumBbHuHmCKgnwiz2HRadoGpxQcC4tFp6lG3XTPR5HKtLmMYRT0QAdTYrnJexEFUCjJZjmUFFRRflXEZoMzzjgj7d9zww03JONLvhJKlGgBRxm59M53vjPllKg+ttJKKyUl38t3Pvv85z+fjCGFClrx5z8XxeabF8UJJ3DEFbUBQ9DaQaHvl9zVpijpjC5jsA646657isUWu6548Yv3LP7wh9+kdZPjRSRV1Efpbw7GgPkjr0hfc54aC/QE0TXrVpOdDRmjjZxDlNE1RIIOP/zwxDEWJeIdtHkdCLP3GxbTmYLxwxhiGLl/90sJahLuuuuuFH3rNRWmLv321a9+dbLcbkY1GMMoKvKI6jbnmgQKm6IxosmjAFF9FGHRZDQeeSkiHTOFqACqHGUXO0BkAE1PxUtRePkjFGBA23NtijC5K6dTfhYnlH3t2hlD8LSnFcXrX28vm6JWkE8jl0j7Mer65QxibMnLqcucu+eeZxUbbfSWYv75n5n26FpllVWSsSv3i7GLDh9g9Cq9zWDad999U+lu/xclQrUbF2OoLn2X0R/kHKKMR8ACSCjKF8KztvhZ6BhI/QShO1tYoO1ZJNxvkWZkNKXULuWGx41S0iRU7TfGkDy0jO4U1R/96Ed9M5J7MeeaAEq8Z0WbGxV4HtEuxW7QoGZTrl+USZSEzFx99dUnoyVrrLHGIyJPDCPrQTjLWvf3mQqYYhdfbFwXtQJ6n9wZ5cDlUvX63PYaEm0h4+sy5667rije9KbHpyIYHAWijbbg2GWXXRL1UXXZgIIJCmWoKGecMCJVq2M01yUnbBCoS99l9AfZIMpoC7xw1YYWW2yxVGABh7jftDm0j14ZdOgehDwaiNKqTahEh4ev3CkjtEmo2m9yDFByMqqDRxkFSQnkOs+5uoPhgGbWj9Llw0L0HUNEVEbSO0V2JqD88vpTivtJaX3OcyT2K9pT1AqeWU6NUuEiH6LZCgn1orqjSqhHH330pDJdhzmnKCyD6DWvebisP4MHlU/5bNEi+UIxDkSpGUr0AbLotNNOS44tuWbjhjr0XUb/kA2ijLbgAUI/k0SrzDZhaf+OflYJY8j0EoS7/SVQ6Xg76169zf3xwvV6l/J+o2q/KfEeO7JnVANlVw5Hv/a+6PWcqyvIgvXWW2+k9hBp7TvPqKxyVKKrClQx+9ENKrdq1VWV5kYjK2oFBQJQ5xgAZDCaKmOmKhQcUkEOUMnk2Yg2ifpD0MrqMOcUZGUUffe756R8MeXQ99lnn+RAlEesHfwfPvvZzya5zaFlU1bbdHA4jmMuaB36LqN/GL8RnVEJ9hlCw5CPY28cHiSh/9km7k6F1l27ewF7Kb373e9OCaHyo+Rj9GLPpH6AMsMz2S8e+7D7zTjqRx+PMii3uPsoTf3AuPSHogDmfyiso4DWvpPzwflTLoHdCWjQKtRFfhUa1KC2LeBkf+5zi+LKK4tagREkKiQCImcKZbybTb8ZQKq3gfZkWKm4Z7PSjTbaaOhzjnGmuIMiEl/72p+K1762KF772tekdd76KDdIOXBR/Oc///mTe+7IK/KZ8eJYz3bAAQcU44hxkZfjitErZZXRE6gmg0ts3wIcYd59r6aCl87iFhQIRlHduM+ocnKfZpMLUGdo+1FJah8UjFF0z269/hlzQh6hCPco5wCIaIiAVYmCiWCgPdk2QU5QFEwYFESJ1OlRf2HYYlienvmFFs4wYMCIfmBHACPiF7/4RbHccsslg9q+YNZC9CnRFOwJTAR5V6J0Dz/fqpPri/c6VDZk5DFsyOB//3vH4o47jin+/vfFU86tXFvOTw45Y0Leotw0uPTSS1N7aAO5jCJpGRmjiGwQZXSE6kEEIEVWVaNBGGH9AoEuWZghhAp4+umnJyqS0H9doJhCpwpNdUbVfnv/+99fm5KzTYGcl0033bRvhTb6OefqBO3HudO0Uvzd9J3IkEiiam+tSutFF11U/OlPf0p5MujD5B76z7Ci5Ziz0rkEVBZfvBgaGDv2dGIoyJ1R+KA1z0ykREEYTAPjh4MiHDsMpDje99GeUznbhjXnREhVX/3JT+4sfv7zfxULLvi7ZAgpJmGtFx1CjfM8ImUKQUQEUY6ZIhrjnkMzLvJyXJENooyOsBeBggroc4cddljfN9VUPlZhgX7CQhVcbvQGQr8ukSKUBhV/JKs2iatctd8oaXlju+5B+eJh7kfbDWLO1QHmPO/9KJUHbu07G6heeeWVyYnF6DFuzDmFcSi1IiCen4Pry1/+ctpaYVjtQeSKEp133nAMIm2gjcwp9LCIkLUrusFQYmzG+qfCXmD77bef49gqa8mw5hyjxgtT8vTTHyxe9rK7kzFk/yGGHBkjsiVKduCBB6YcIu3hGUXRBh1FrCPGRV6OK3IOUUZHvO9970vJleedd16xzDLLpE36brnllr55FQeVO0NJ4HVfc80108KIAiEhdtgQubIYoSu4L+1u3wOeXW1z9tlnJ/oCUHyUiLWgWazkRvkbvxu1QV9d8t8NP3j+nEflINQhe5Y4NvYS8f+oTmVx1B6Rs2LvFkm1jlN23XeOdR7eVX8Hb97Gg85l0fAc7t+xUTr61FNPLY466qjJ/aHOP//89ALHlDn4+OrHHXfcJMVRcrNrgWurHOi54Mc//nE6VvvFPWurwIknnpjaCyiLjo3+1p6RPAynnHJK8a1vfSv9Xzs6NvJObFjsGQJyDTgMQFs61m+CksTLGkCtQUkBbXPooYeme/Qscsecy0ab4N11fK5d/Fa7+T+U+4uipt20L+g3zxvtdu655yYjO4p2aDfjAPSfymRRxMMYijZWnpo3Ofa2ufXWW9N1oo1FHIwL0J9yDKONVajUFsYteG7PAChr2kX7wM9//vM52pi3vtzG/q/dwRh0rPEF7l1/BUR9jUEwDxwb5cr1qe8GlSczCLTKSwYfmpdouHGpjaPtyDqOLQp79PewHUGqOv/lL0Vx222Dva5xaWx7iXooLT5d5BrdslcYdo6o6b/UUo8uPv7xjxfHHHNMmnPLL798Wu/JRfLHehF7xu20007FlltumRgV445h911Gf5EjRBlTwmZt9hrgJaOsqkZEaVaVRsWZng7GPu0S3g6UBh4/ShaliQd1/fXXH9j1O91TKJgUZQu3dxSNf/zjH8nDG8ao//MAu29KJgXQcZRmyrDfhuHh2Dje7xk2jqP0Or/fKu8cyed+i0IBFFXnc33eQr/17prBuY+S5tqSgk7h8iyUTx5o13BsIPI4ykaoz1w7qCje/R17SDk2DALP4B7jnK7p2Hhex5YTyx0byrl7c2zk5Lj/8n34O2hVDAjHevY4r+8D/o6ojTZybCibjms9NvrOtZ0zrus3+iByP3zu5XMbZNq7xLNHuznWZ+DzcrtF/5XbLaIA+qncbg/nEvx7sv8cG23o9+7f+eJYv40+cA9RtdF9lY+N/og9f1rbzf8j1yL6o3xsuT/8P8amNnNsXLe17/w/5pA2LveHd+N2ENTfQaGdvPR86IGK35BvnAX6p1wRzDhjHA0b7LFVVnk4SrTrrv2/nvlnDJGZxoJ8zWEYhYNc59qBz2nTTf/3t+pxr3rVq5LjhMPD3PTiDEUDlNMqn2iU6KZN7buM/mKuibqW3JoBLMQmrUndS49OxsOLCcOBp5hHnfJxxBFHJDrGKIwbCpRFgLGHSjKMkqIUPd77V7/61SOZuBo0lVHaCyYjo64gq22TIDoURmXdwP7++MeLYu+9i+L5z+/fdaxX1i1ydYMNNqhlUZ1BgN+EMSQo3vr4IsQf/vCHk7FsLWI4i1KLinD8iApnZIyybZApcxmVYPFQpU2lGpQcyf/f+973etp6QZ8aNEwQwp/Bp8oOmtEwwFgQEWiawVC139CjIoow7kBTUeVr2BjWnBs0RMVQ9UQxRwXT9V2U066aexZVIAe5iTVR94EPeJben1s0CI0TxVJkk1Fo3Rq2MTTMOYcu9+pXt6/st9JKK6VI6p577ll86lOfSlVm0WTf8573JOpllXLuo45xkZfjihz/y5iRULA3SuQB9ApBxxkWJCVbFFBO0EzQw9AFBwXKi9yfddZZJ9EYmoKq/cYDacNfibvjDs4EyuewqzYNe84NCowDZanR/ppUsGQmfYdKSLEV8d5ss80qK/8MRpFyeTULLbRQygUTKVAdUt4huchpo1rfN77xjXReRWlcT0EYRqcIg9yyyMlBu2L8o+85JyomuYqa+da3vjXlsT3pSY8tLr2Us23e4p57fpSS+5/5zGdOFoYQrVf4IKiePreNgmdEB2XweXc/ohkMINXSFI4Q4VAOe5FFFknOPI4vhpLzMpDcp/+jbIoe+SyoxTzK/s+I9v/YDoGX2T2iJ3oebeZ37jNorVMxDIY559Dlpiqs6r5b710bMSTlPe61117FOGNc5OW4IhtEGV1BEjqhKCHTfg29hNKnw4aFFFDnLKjKbPb6OTshFqKm8ZSr9pu8hn5u7NskUBwpWRRDilwoUvo+8n8oZf4Oj73xEcf6jhIY/4/fxrGOc3ycq9OxdZhzg4DIqzxIG2VGW1NktQvlNvLv/F/b+M5xEV3xt/b0d+ux/q+dy8dqf0pyKMzlY/3ed46hiHv3W9drd6zvXDvy3oL+Vu47v+WoQmEmu6JAi7zION4xUWUzxgXE34wb13FeVLuIGhkzXr5zX17GrndGAePE9/IOfcbpEYq1F0MqxiMDiyHD0HBNRpfvX/CC+4tzznll8eCDl6f8OAaM75W8Zgh5DkVaXNffCiEoiuDanAraSIEZhq97UpRFezkPma6YCHA2KTWtIIv7UUFNcRNGkvtmwB199NHpWFRDxpVCJfpB1VXPiCpuz7j11lsvFTNR8GXllVdO15Fjy4Dafffd0zlsdsq4s15iIHB4cbxFcRTPv9tuu6W/Dz744HT+j33sYyn/UqESxYxQuNHVPJOoDbhHRqZ70NeKI8iJYvwpNqIYynbbbZeekaGrX9Zee53ihz98qLjvvuOKxz9+iXSsAgo2Xt14443TOFFMwbOST/rUeT2/MXLboKtf1BDjIi/HFc3SvDKGDjQfQpiw7TWG7S0vg2Jh4bRAWRgsEv2mslHWVL9rWvJq1X6jxGSoqnVbUjx4vSmDxpjkd4qeCKXIK68sZYlyRDESMaTUUMQoKJRKG0VSaHi2KVtyIyiJjE7jlUfezurG79vf/vaUU2IM86LHsXXah6ufoByjwmoLyjVFnyJM+d52221TRUbKrXmv2pY9W/xm7bXXTkqlancMFRW3VHBjdNjAUtRBBUD9ociM/tSufkPRVd2OcaEvREYp5mijitWY74rTwK677proXfrLfHIuyrVoijL8+hSNiWJqLyHjoTzvRL/0rxfjgHKsup9n9EyelzwTIaOc+9wYo0y7F0qzcei8SjNT8MtoLaBjnHaCa5fh/J1gfMOyy9rmoSiOO26XAsVfPzGIRJGMZcq/vggPvXtda6215thw9xnPeEZqd4YNg4vxxWDyW4aQY5RM9ltRwiiwoQ8ZUn7vXAwh13SM9hBVMj4UmPFb96TvwHxccsklJ6OOSyyxxBwRSPOLQRT3bByIsAEKejl6pz+jmI17c68RaXOOuCa41ygD7pnddxRaYdiUi4eY82SHAmlPfvJEMd98DxcwAc8ZThlgGIZTRR9oF/PA3DBvGKjad1xRJx0lo/fIRRUyuoKFwQanPFDh6eoVUC16XbmuF6D88Lq5t37SbSzi3/nOd1JEqklGUdV+4+Wk2PHajjPMHYqy3e4pLxTtyN2gYKFOUlAoItqLAeMYL0oQhdqx6Jz+T3GJYzksKMQUIEqSc/meMkX5jYiFhZ1RJi9giy22KEYdIjH2VjH2GDzaQUQBrYxhw6uv7Wxqql154xk5qm/pC9Quxo6CJxRjBqj21l+2ImDMOpby6Vh9QBlm0FAiKdYveMELkjEswV80Qd87Vl8tvvji6XPfO87xDGKRAsdSdhVccb8UaeNFGfGYd5R9hpcxot8p0wygUKaj0qPj/N53EfVxPc/uORkQw6IUnniiDXRFZorawPzSNsYKg0z7NnWdkxqr6OK663b3O3Q58gL1cfPNN59jH6ZxQ111lIzeFFXIBlFGV+BBQj/hJVNcoZeblNVV2FBq7KPyhje8Ib36BYqv0qc8yU3KIarab/vvv39SOFdbbbVinEH51tcUjWEb+l4iBuMARlFdq61VBcNGtEqEgCyOeceQki+jTHJT8fvfF8U22xTFSSeJctQjz0+ulBwqdMKmr3M77SRK/3BRhSoQYRS5ttbb74siiZbJwB9X1FVHyZgaucpcRl/AQy3BlsKOPhKbt/UCdd34jQHIi45KQvHAZZ9tJSbKmU08Y38c4IHWvt6bhKr9plqRNhx3GDux784wIcqAtjcuEHERgW0yRPxEqMikmHdoZLz3sYluU4FZxu747966QwFqIZoYKBSB3iaC2EsMY52zlZqA4X/ZepMQ6ZQTXC6pLXJ4yCGHJCqotiCz0XY5E+QW9XLNbxrqqqNk9Aa57HZG15CPII8IrQS9q1e7N1vs6wpUGJQSBgyevjyOmUYHGELeeXolx4pAWYQoqBtttFHy/jYJVfsNLQjFaNwRNKphIzY6HRdo85nO22EDnQ7NUkReRG/ppZeenHdoXJLiOaiaDulGF17IaTCY60WREWsY2X7zzTenogm2X5Bb5NXr3NFhrHM336yK6sNlzstQeEP+mbw3kMOGlsl5gGaLsXDYYYcl2qbopCikHLZxRZ11lIzZIxdVyJgRUAhw2CXQ7rPPPuk1W2WXwkJprjNUIRId46Fl1PD0d5NoyRNHgbGo2P2bUoq3zzCinCo8IPG2Sajab6oo8bYuK4N6jCGPow57elAAx8kgMvYUJRj2PjTdgiKKshuV4cgM1F25S5RZjilyqbWYQROhiJfq1nZ0eOc7+3cdRQLQ4UBeGHoc77+8L44peXZkexQu6CWGsc51KretQILoD8itk6sWUWMV9hjZyy+/fCpggfLMUJQ7rL36SR+vK5qgo2TMHNkgypgxVN85/fTTU4Ui1YIUXJhq/4VRQSQd86ahHCgyUbXyDkXM7xlFUcJT8rZFRmSoacZQt4bAIDd9rCsoYHKphg1V6szZcYG5ZZ42zSBC41LAgSKGrqt6GioXA0mOh3nlfRQMIpBieOSRqtW130B0NhAJirLqKrippqcEt4IYFHwGM2rvqIFBtMIKj/xcNTrFIowhzAWQ4ylXBjXOPLEpqzFHZilKolz3cccdl97HYb3PGB/kogoZs4YKbBZjpbht2Nrv8tR1Ae6+nASeRd5Ei8t0VYgsLLyOTVLIegVREe3T9MT22UIhA/keaE7DBMqmROnWEsujPF9tLknhHRUvL2MpaLyjpMgrZKay9+te17tzKi+tlDnZq+x8oGkGcrf47W+VdS8KgaB2j2k/JJX0yGWVuMhpbA/UeFXlfCeXiDHEoEQjjOqHn/jEJ4bxSBkZXSEXVcgYGAhOJW0l+9q/Y6ZQrKFJoNy/853vTO9KGB955JGTu6lPlQsgYVX5x1FB1X7DvxYNG3fw7PeDitMt0D6Nx3GBeUrxpcw1HZH4zsCjxI6SMQSrrloU553nOWffTpwPovlAPqMXljFoY2jQ61zQ5To9Jpq2DV+32WabxPTYeuut0ybGGCCiZ4xu9G65ayKRcow8g03aIwdrXNA0HSWjO+R4Z0ZPYMdvAtRO3AwDPPduMZPf1AEW1Le97W3J246OgX7QCaJnFGJUu1FB1X6zMaZNR8cdxkhsMDlMME7rUO1ukEAHGoXch6Ceynkpb8I5KlhiCZU4i+KWW2bePuaYXBcV+BjB5t2WW245uTHqsDDoda5T/lAVkA+2gdBm1113XYpqy39V3h0FVR7bOKGpOkpGNeQcooyegZdJ1Zodd9wxCU/VaRQMqIomVyCTm+DFGJJXxRvN89bKsZY/JHejDhGCXqFqv3n2cSrz3AnGybA2vyxjiSWWGElleiqQR6r8dSOX6gie+aWWWipV+RxFiGZElKhK1WsFABRDkAt09tlnJ7aCHBe0LhvtvkilhqJIG+YOG4Nc59jNbJatt56Tts1ALOcxqiqnYICCN+U16+KLL07tak+iY445JlEN5V4ttthixZVXXplevS5LXmc0WUfJ6HGESCIdgcMT7qU+vYkS4CXnLS+/lBEu40tf+lJSCHgXTLbAz3/+83S8XbVjH4CAybfnnnt2c6sZQ4CiAGeccUbqV0LTngUEZlUM23PXCxjDKAXGs4WkHSzKo5RHU7XfJO9S4sYd119/fTKahw3RulGiblbBDTfckCKV8kmaCgUBjj/++CRjRhn2Lb77boUQpp9PqvDJZWUoMoBe+tKXJrmEThjGUF0wyHXuxz9+uHLf4x8/Z+5gRH3k/Kp8utJKK6WS9EqOtxoA6OA2Yd97770nKfHWerpgHaplDhKjoKNk9MggMjkOOOCAlBRs8kikl2BXDpvyIPA+xOuggw6aQ5BLwjv22GNTmWHh11bqCGMINzqjuTAuVlhhhVS1xi7XElmrQEnPUTCIVlxxxWKrrbYqnvrUp6bS5MriloHPzmgcFf511X7jPLGx7bjDGKnD5rtPfOITxyqHKNYwDgle8qZCFF5ex6jTd+aeuyjU+zj//M7H0CkYPyJlm2yyySR9mV5S1yjgINe5dnS5ddZZJyn2iiSgxCmtjdnA6JFHpEgQlgcdjaHEecco2nbbbSejRyrP+YyzepwwCjpKRo8MIvXo1aongER5eBcs7FddddXkMahAknXjJZJUFl7KWppE9rGJ8pdlbLbZZolqlTfAajYYQvZ6ECEcN54xoCIx9iWhioqWFTC8f/u/jLpC04obb7wxbXw47kCXo4wMG+iLoxSprAI0IfmOorhNHj8S30U/Rh3vetfDm4q2q4NBtioqgR5HiR+X6qazNYjobGiF9Df6GAeBIgqc0ZyZKjAyuLfYYou0Rq2//vrFe9/73snf33PPPcmZZ/sA7Z6RUYx7UQWJ4co1UvRQ5wKS6oVT8Up5HspKH+No3XXXTbttC2uLEPFSlvGhD30oLVrCsxnNBm+S6IhKNcLy09FUyuNoFGCh4bVEHbThHcPQQsMZwAPns1FA1X5TjTBT5h5GHfbvMBbHLaeLI8JePk2lCqLhojUpyjJq8rIdpPwst1xRXHDB/z6zPw69wpYH5Y1EZwKKvVLSzolKycj68pe/nNpXJF9uDcee7+UpeRdVveuuu1JfyEfrdm+1QfUbxvaf/lQUrfuGm/ciQpzaUhEwfuyJxyBCgzO+vDj00BF95hisB9TEDTfcMG1Gjn46bjmI4zDnxhldF1Xg4TUohFp5Gi644IJJXuWaa66ZJhZjhyK8ww47JAHyhS98YfL3e+yxR6r0QiFoNYZAyBstTzTKBDTxMpoLexN5Cb/bGRwdkleqHZqqpEwFxRVw2HGtzRULuFLdjEQlTkdh/4uq/bb00kv3/V6agLvvvjsZx8P2ruq3ccsBwDywr4pnb2KEhUFHEbd+jqK8bIf3va8opCJ/6ENF8dSnFsm5hqWC+jWTIgmqK8q/+vWvf50MK9RuOc0cdv42P9Ht7O1kfmhv+s6znvWspNco2y3/joNH3pJ5zMjgCFbIYToMqt+uv94m0Jwvc36+5JJLpnVIHmNsBC56z3G37777Th4X6zQanTb3PWPQ534vbWLcMC5zblzRtUFkAvEMGBg8bYQS4cAoUqc+oLqLSBDlzwJUNmymW4iWWWaZJGR22223FNrNaC4YtqqqoUGefPLJybu08MILtz3WAiQMP4oQHUVLoJBZVMyfUTCGuuk3Cbkix0q2jjN4ZylQw4Y9WeSjjBMU7bFWKfrSJFDWKa2UUVFWyrccDp+jphtPFH1efXOMwR3Gwgte8IIU6UBR9zsRDYq+Y1/+8pen7xhaoh2O4bgQDWEceKk8JneCEswJKg/LvTDKUD9tDCu6gP7+5je/ORXSQZ13fdEbURf3vcACCyRGiWu7B/JPhIbxEcd5HgwR36PCocG5x0UX/XNx7LH/Lj70oX+nc7iX73//+yl64fehk3DWYq9897vfTc8qGs/wkcvp/8pwax86i/wY9/yud70rPVfI49i0txwNcJ9ejvXcruve6DUcvpxeqrQZV4y1qTCodY5B1K7ctvwqbaR8tvWZk5txs8oqq6TcIHT3cqoDXU7OK7mtZD1H9bhilHWUjKKYa2KWmd0EBKFwwgknPOI7gougsYEXI2cq8NgQKkK0coxspkYgmahodhLVp6s0F7vRfvrTn04C2Q7sJjhBaSG0kERlO3kcFBOCNIQEIUq4E7CSNC+88ML0XQg/YWN4//vfn+4Ll5bgsCke4xAsEJ5ZBAA8t5A7oUyIMw4sZGFcEtpRiU1bEqoWI4uJ+3es+9TGuOOxwZzEUccJ91vE7K9x/vnnp0VOlM7xIjLAuKSIO3fQEm0wZrGzuFEQIllQm2svEx+cV/9Z8Cy82u2SSy6Z9DTxnEVeiAXmW9/6VlK0PJdz8SzBr371q+SRQhWzoBDEFjQKmeIDnkcUyTMSwHIbrrnmmvRbeWvKeFuwRRXxmdEbICoJORfoC/fuesaAfv3sZz+bvkMRMA70M+BLM9Z5CEVyLAjOazFecMEFkyLhecB40IeOd/+rr756WggtqI5z7q9//evpWB5EzyU6Co417swHz6ctjXN9RPmgyESeleo/+sJY5pFUGhmFIxZqCkMUaTAnjAfKjIVYP8fGceaQ+9RuYNyZU8aB9uKoiMgtBUFb+R4oQBQeComxrP3POeec9B1j1vygWIBF0hj1GfqEe0KlJVYoBsYMagugmWh/88B88qzmjWcy9ylMPK5AsdLflDWKihLm5mPQvNyH/UXAIq0NomADw9MY1a6i1RawqIZJBhj35iQMQ0YYWxREzzZMGSGPxrNqzzrICAormBvQTkaIssKoywhzkhIPZIT79XyeWb+5b9fxt3YzftyTa5nbrmM++t7+cK7jb+1mnjjOvPN85pz79bf57vzOpR2MUXNIlES7endtx5qLPvN/88H8NpairLljjX3vxqf/xzW0PRjv+tYcN1ajv5zDGKO4mwN33PGL4uabX168+c2/L5761HnTfDeGHOtejXHvjCf3RZ/wHJ5BOzve/z23saAfGUW9kBH6jDHnXO5bG7tOJxkhp1Qf91uP+OIXf1m89rXzFGus8UgZobCV+arfyQb34J49i/vXH9oXoyfGd5YRn03tLzJYRxnRdD3itttuS9HZ6fQI7W9+kzdV9Qj3gZFjDpeN/Z4bRAaDjlTKsRUmqMZ1M4RBNwZRLLQ61GTtxiCa7qEzBg/cY1VsRIk6edAIEMJ51EGJI+QoYu1oo01D1X5jSFDQRiV3aqag5Oh/ZciHCfme+sMCPi6gVDIKVcxqyji08FMOKFuKDnnvtbykTFCKrMGUuH6DMsYwoKRQdgKU9ogcRW4OpYfCeOSRqgTOVay55jzJqKcYkp+x0bHfRNtEtIehhGWCzu/Z+hmVd+8UVAae+6GYUcYor2Qfw5RzgIJJ6fN8xqD77/VYVKpcheyjjup8DMWVocfwcW+UcVF87UqZNebIqVFhMvQC46KjjBqq2gZdZfYqkkBoMl54/PzN8sUtZfHus88+yUPqe8LOgs8ins4Y6gRVUEQ5wkLOaC4IW541xnEn8DKPA8wHHtLWctxNRdV+C0rPuEMb1KGoAiWIojZOaFq5bcn9EU1ANw6Fv9fy0ngUQaMcDwIiGhSTVnngPijg3j2rl78Z7h/+8LzFZZcxhh7OzWR4hHLqbxHT2P8QRKZ46lHARET7rdi7Z/OJYcTpwdvNSy/KxrPPEcYA4c3mLOYkpC996lOfmoyO9QoC1f8NuKZ7iWi66JkxxcksgsZrr11ED+hyokYi7tgcdLxsDI2njjKu6MrUFSZj5NhfiLVFseMREe4y+YX6TG6LjtA5z+Ouu+46KyV6vfXWS5GFjGaDB0yJVDSFTmjdkHdUYeH+6Ec/mrwWIqJBFWoqqvYbT61QOdrUOIPixFM8bFAYm2YgzBYoVkHvrDust7z0KC489v2Ul8aB6wxqE1M0tc0337yr38w/P6pNUWCCl6pAdwRaKh0lHDGD6HN5OcCoCNqTyBWmjHcUQEYaehw6j+iXz9FyOcnid7MFhtPqq/9P7hrzjCE6GnooKpa9AlG/pBigozKQUABRl1DuysZ3xnjpKOOKrgwidKdOYABNpexOB+Hlduw9uUnt8pMymgXKf/CcLQ7tPORl6sSow7Myhig95o62aSqq9puIBD7zuAMlWK7DsEFZ4xmW/yAPoQ5Rq0FQXnjwm/CsojXuVT+1Qy/lJYMIvWyQZYUZ5PIputmTa9VVi+Lgg+WBPbJ6WivQ6Thg5PBoS3kWw6haK8oSkSwGkJw8DsKgyUk7EJ2h/4hAcDB3qsRaBeq13HUX4//hv7Ey7BXp/GuttVbKH+KUM7Zcx2eocmA9kj+SjaH2GCcdZRyRyZAZA4HKQRLyVFhTmdBCJXGVp8piQSGTgD1OsPCJmknGbLJBxKtYBfIFMopETZIk362HvNcQpaKU8RqjOUvcDkOBt5rCJD90lCA5mFNm9913L+oOuTy77LJLR+Ot6ryrAgnVZNAgS5FTvI07zoGqBqr002c+syjkYlepWi/iZb9DxThEZ+SPaTdGybA2cm3tNwaTRHGpASJF+kEkU4L6TICJLZImwBNJ+HKwJL+b4+3OK7Uho/u+yxgt1N9NljESEB34zGc+kwoqqCzCS0UhQ7VUPYQXT5UffHkedMnD6Jl+U4cSxf0AQ1AFI9640047LRmLTURUFJsOFO+oYjbOoPypujNs8Ja7F8U9zLnjjjsuVXyT44CqJV/UvJxl3Z1agQEoH6XOoLxS3A866KDJKouzmXdVIFKgXQaZM6IamoqQ3V5TlEgBwarD0nOpmijnCFOBHIrqXMNAp37jFESlFi1SfW6mJfHR5RZd9N9pH0jbXYj6OSeq8kyNrIyp+y5jNJAjRBkDBW+dVysIf8bP+uuvn/7PS6ZCj7+F80UXNt1000ZQXboBAxFVRYLxSSedVGy00UaJ7z2KsMijycgNHGfIn5gNJabXEAWihAdtjvOCkYRqM2rOCBtnVtk8c5gg/xgJytgOKqdHxHLQspXzy6tbxGajquF3k35pXNvCA0WUYRzrTJ3gvhTP4IxQBVIOdbeVSL/xjb8Uv/3tRsUPfnBBKnS19dZbDy0alpHRJGSDKKMWsDDxYKHWlaEijkIdqC5Ku1sgRg343BJa7Z3SRIOvKtVR7thMFKBRg4hgXUo+R98Zgzz2Zdi7Aq3plFNOSZ5lFE+5GOhGnqFORl1VUIZV9JpuX7xhAEVRlFz0UOR4OvSSYqwKW2zkOkjYl8R1GeBVIaAkSmTLnpnUo0HRM6ZFjuxvNmiZO12/MYDs78JRYW8++89UKYWuwt3tt99bXHfdz4sVVpi/OOGE67vKz8qYHuNG6x83ZIMoY+BAwYm68GXgk1ucysKfgWRRsEBst912iWKnOo+qOE00Hlqh7KqS9erjo0s00ZNXtWIagyijSP1tbxkGR937TiI6mqPkdzl/KlaZk37nO1FcCjzlTfUsc/o5z3lOLQ0OUEEr8qXqBmNCVK5qpbFeVipUlnkY81MS/0wMMbUfTj+9KOzIsdBC3V9XPqucGvlk1pNBokq/MdYYM6qa2Z4Bi6DVYdEK6+Otty5Q/OpXfy3WXPND2RjqA+pQHTSjf8gGUcbAvaBR3pUSJeGTEuX/FAKREtUMbRRo93C5NSqTKRWqhDuaw4EHHpi8ZhYIyheevQVEydNuPI3DhmdkCPEI2m25qQae/SrQe6YDw9ZxjNlxhuRufd+EvlNVqVxZacstt0zbLnBqmLv+z8Awfp1HFTeUTwniKHiAJumZ7YJeB4pqHfMoRN7s6G5fGHKvl/NuOihJrZJda3R+EPjEJz4xo7wlotJ+wuefXxQ779z9dZWbliBvbHKyqfQ5KFTtN+sB49gGquaVfD7l1zsZkJwW//znssWyy96VIxl9Qq/mXEY9kQ2ijIHC4scjR5nCkwZGzFZbbVXsvPPOxS233JKULImgKu3Exn0WMPtR8dCo0iUxljeVsoZ+hAbDQ81bLZpUd8jZOP7449OmgRSgcdgAz34gDMBxhw2KX/nKVxZNBOdFObLrORg7jIwoJW5uKinvM04OxhHljlfePDbWeb4pdua3Tbw5OEDO0lQFJzhUYvPNH/3oR4kmxKFAuWVUqCbmOv4vV611XlFm6qjQoAPbJ0f+yKBlASeTDdCHVZKaLPTebannt7/dHjtFcffdtv2Y2Tzca6+90npiz8Q6jou4T/PI2qgKneIQ3/3ud5MsxSiIOXHzzT8unv70hYvVVx889TEjYxQw18QIlRAKGhZBIUk9o95QblqxBFQNu3grQc3I4UnmyZWrUDVqQpHaZpttUnLwN7/5zdobGHYKV7GG8ibZt8lgpFap3OWZKcndJgmPGlRZFA0QVWlK33UDS8oBBxyQvNvmM969KnYqXnmXr2JfFHPbWOChF03i1GAocRIwDhhb5rHzUQj9X/U73nwv1MMwqjhPKLbymtDhRJQ5GkSjy95/ZYjRtOqWi+jeRdpUQxt033FAibIrNjHo/WfIbdX0GLTLL79817+/4IKi+OUvi2KLLWZ2fZFaERhV2D7+8Y+n6Ga/c+Nm2m8cAAot6C8Mi6OOOio5mUSNGEnnn/+T4iUv2av4wQ/e3sj8viagH/Iyoz62QY4QZQwNFCPlTw1SAt2mdMqwzgQUKIrP6aefnqrq8BDL0bDnUR0VcAsx5S827GsyKBMKQlTdFHPcYVEVVWlS33UDhotqXowVkV5KNqNGFEiJfWOAE4AyzNBRTMUcVVhF6XmGkfkRm1SiAsm1U52SkUXZ4zRB8/J/USIRZ8cyrMwpkRabzvpOYRbef9ckFxxbt7wmsqvbTVF71Xf2nLr66quHshcNuc2YnWnlSalgH/+4KJfCPN3/XoTFOHIPCloYp2uuuWZfHWrd9htHksJCGBIMNusb2vEee+wxeYw59da3zlXMM89cRbaFmiUvM+qD5mtjGY0GLzFjCCgrs4E8JAsrZRNlB+cazYByhnZQJ/BS2IyvLtXGZoOq/cZYpXg0Kc+rHzA+FSioA2Y756ru6E7BlKMSeSqiw+aoRPBQPsu/EUETyUGn4jgQOUG382oFQ6q1fLJzmfc86J/+9KfT+UL5rlPhEsaf5H7R8LXWWqsrRbyXfccoGBZWW221Gf9WOhij6MILbfw883uwBjG2GYYiuP1sj276TdRwhRVWSMYqBgRjqF2Ewjp6/fVFsckmPb7ZjIHIy4x6oJlZ3BkjidnuCfHhD3+4+Pa3v50UIVQd1Dng0dlkk02SJ7ROXmEe7FGgNlTtNwUzwvgdZ6CIzkYJ7CWGtQ+L6PCKK67Y0QCwVxN63cILL5yixjOJIFASOR4UgnjVq16VokeoYRwlyomDvEO5fMNSdETGUAoViOk2KtGrvkMn8RoWREAYhZEv2i0w7Yj6e++d3X0ssMACqU05qeRUMab7gar9poIjSrWI5hZbbJFybDvRtaRm2td7CHUxxgp127cqo7fIBlFGbdAtZSSAcrfffvulRcxi9pr/bk7h/ZBDDkleaAqQY3Cwhw1eb8Yar98oGERV+w3laRi0nLrh8ssvr8U4nM2cGxTwvmc7RxhG8pGUMWaIKv4QhRucX8RoWAaRqBV6oGjYsPqO4q2S57Agh0z1LqWlZ4KnPIWToSi+/OXZ34uCPOiLopfonarQ9RpV+o1xaL1C+0YdlVM7FUSHYsPajPGVlxmzQ54+GbXBRRddNKPfqbgj4nLMMcck2oO/AwyknXbaKW3sSvHZdNNNk4E0rLLHFn5RLInjEonHqd88t0T4cYccl7rktc10zjUVjCtGUVSifM973lOsv/76lTa+7AfkWanypqjMMPpOzox8rKkq+/UbIoGbbbbZZJn2mcA+tgyiXmwToz3koMlvk7vWa0zXb/vvv3/awJoTT/W76YwhuO66ohiR5aTWGDd5OW7IBlFGLYGucP7556eN86YDShzjQsld3l8e+NakdR5Qiam77757qs4jWjEMCp1oFm+wik7jVq1GJS2G6bjD3lkUnox6AF1LsvQwgCaHHjisvbnIo2uvvXbg1eVaHQSKBcymkIEAlwjJ177Wm3tiINooW4RItGhQkPN68MEHp7ZQgbVK5T11gt3if4kRGRkZM0Q2iDJqg6C6gfwanGn7RNjXZDqvL471kUcemSI/nbjoFhn7HSm9a8GToDroqmeqaNVlU85+9NtUWHrppSsfO8oQHarDJqWQ+6NIVK2Z0rV6AcVVOGe6rTzYi74TIbIvHINkmJDXZduF2UAVe8UVHnywN/fESJSDJlLUS+rcVP2m2Iq1zIa1VUuw33UX6qfIVs9uMaMDsrwcbWSDKKOW4BlbeeWV034LVfjtjB10uDPPPLP45Cc/OWXegQRmUaXzzjsv7ZcySMihoYDIIxo3UPyiytg4w34i9j7JqAcUYRnmnlCiU2i+wyhJT9l3ffuDDdtJ4B5msy3iAguoNFoU3/lO7yJX5LWKiAzWH//4x7O6v+ng3KrKYUYoClRVVma6XEZGb5ANoozaoExNsDjiUp9wwgkpIXoq2IxVNElp3apgEMklktciajMoiEwxxETA5BONAqpSSlTzkqg87qD41GU/pkHSgeoKc/JrX/takiNAAVZ9LqqMKcMssR30G2ouhRUoyp///OcnizKghYpABxwbeSiKF9gwNuQNo9j39mNSdrvbcuC96DsREBvZDru4i5wuNObZ7v/Drj3vvIdpZL3K8RKtMWfl9NhQeLZo7TdjaJ999knVEFVDlTN0xhlnVD5fNogGhywvRxvZIMpoPC655JKkbIj8UC6qAkfcbvaUkkHBArv22mun6lIUsHGKFFEabZQ57pA/Jpk/ox7gdBG1C4NI1MT/7X8E8t5CEWIQ3XTTTSnXA2waq6BLGEScHGEsgfPGscpL33777ZMGkWv4TmnlZZdddihUWvfq/uuA3/72t6ks+mzwilcopFMUM6hRMSV1jlPO/mlf/epX0332EqKT8oYAbVCEqOr+dIpIYHt67oyMjNlhrol+xoAHDHspKKMqUZTnK6NZ4JGdSbUjOUN+Z48b7zy6VcvI2sFeQvPRRx9dDBIUK4Ycg0yZ13HoN55Qx9mPaJwhSkbZft/73tfYOTdKOPHEE9N6scYaawzl+iovUrSNB/szDbLvRLTITfs9DRuHH3548a9//StVBZ0NsFHPPbcoDjoIlbpnt5eiRD/96U/T+0z2xQrQTxjQaIJYEPpAPquKcjN51ksuKYo995zx7WR0gSwvR9s2yBGijNrAwjBTDx76Cc+7Xb1VmasKEYtBKeg8wD/5yU/SRnuoF/bf6DaRusn9pp/w8scd+l/ydJPn3Cjh4x//+NCMISATGAKqDw6670SwlP2uA0Rg1lxzzVmfZ8klFScQgSt6CnQ+0T0RnNnIbVVON9poo+KZz3xmiih6ZvmyM0Gmyw0WWV6ONrJ2klEbzGZhtpdFcPm7USwYUGgrNsr88Ic/3FVUioL/4IMPFl/60peSQsML4Rkou/KTeF533XXX5AG+7LLLkndpl112SYspI8w92x19XPrtlFNOKV7xilekNh9noEnWxSCqizI8TJifqKzyeIaBZzzjGSlK3W3p69n2nXHIW/riF7+4qANiLygydTaOE1GhyCVaZJEe3mBRpG0drBeoj/7fLch+jjFl90WFttlmm+LZz372jO+HQbTccjP+eUaXyPJytJENoozagAExG9jXp1svq0VNfsAOO+yQFCKKKi+gnKSllloqKSpyjBRf8BJRUnkI3eG4445L1DdePsfwttoP6U1velMSnJ4Hdc8iuP3226ffWOzf/e53J8rFqERLqvabQhnjTs+Kgh6jMudGAeauuWkzzmFAZTEVzNZaa63iUY961MD6jlOHcj7bQga9BFmsKIU9eLqV5WW8+c1FceaZ2vbh6nO9gjZ/wQtekBxgv/zlL9P/OxmbaLGxvxI6oOMxA5yDYyjyhmaK3/3u4RLjeUuzwSHLy9HGaGhkGSOBYWxOqLIPZcgO1AwcUSYVl3bccce0YWF4bikqKHm8ubyq4dXzHaqHCkm+a1Vo7MAeUFr3K1/5SlJ+LPajIlyr9tvmm2/e93tpAlQYFE1U1GPYGNaGoHXCEkssMVRDfaGFFkoVzES3u9mfarZ9pzgApb1Ocsg2C6Lns6US8zWtuOLDUaJtty16ClX5GG2Mm4985CNp/QiodCpPgcHD8cGppmIhmc/gtvWA9cJaMlsEXa5G9uzII8vL0UYuqpBRGyhJW3Uzul5Csr+ojv1I1ltvvaSU9GNfDhWdeIFFoeQsyB0I3nw3nuGm9ptiF8997nNHgiY4G1CmeJiHuffNsOdcxv+ASstAFuFG3ataYWy2fSdiIaqtwl2dokS9ggpsG2xQFIccUhQVa+xUhggQ55kof+Q9acuTTz45UeowCVQPJNf9f7XVVkv7z/Vyzu27b1G84x1F8YY3zPpUGRUxLvLyS1/6Uopu0otGAbmoQsb/b+9M4GUq/z/+lEr1U0lFREUpSxHKVtkrEkWRUiGJ0KJFWpBQqV8iLUqWbD+ttJPsFFqQyJItLSKyZWk7/9f7q2f+c6+7nDNz5s6ZM9/36zXcOzP3zPKc5znPd/t8FZeQKscmnShRoowhQFEOyV4rq4qHlgV2/PjxEjkaPHiwSP6GldmzZ0vULd056aSTpKBaCQbU9yWzWJroFI4CeiGxoc4r2MDjDAqaMbR9+3ZZE0kljIcjjzSmcWNSIo3vYLgSLbjwwgslIgT0kUKBbvPmzVInOXLkSPP555+bZ599NmIM+QWpcqi5V6zo62GVNGfLli0SMcdR++ijj5p0I3Xd0kroyK0BayJB/pS0hnr16plt27Yl9LUwjJCWJYWOVBmkv9mUUMdUo0YN061bN9O7d++UaQLndtyor6pQoYJJdzCI4qmPCMucCwoYBtyCICpgm8Hmxdgh9+9H6lYiVBjp74QDJV4wiOgF/a/N4it8fzi3rJOH1EeMOCL/9LZijj+J9ncC5hyto+jW4DKYqPhE2NfLfv36RRpJo4aYbmgNkRIYSBlJFhgiiCaQ402kpk+fPnnyuqRcoDYHCDFgILEg0ReJWpPHHntMPMiIMfAevXazD9K4aTPSA7CBImWOjvTpPOeCAulMXhXe/IY5j2fWbf80P8aO9e7MM88MnJMCBTbU1zCM4oXynrp1SQEy5sYbja/gxEKUhzosIkPUFPHeqYMaO3asOIASNefwlWVzeCWBhH297NOnj6R6EtEM+2fNCo0QKYGB9IJkwobkqquuEq9fMsDwQfp74MCBonLH+0DggQ73tWvXFg/yvffeayZMmODLZiGvxw3ZbTYNiYaCbOojNmzYIN8ThiY/0/cJVUD+53FSW/bu3Ss/49llY0O+P79z4zikFPG3jIdVluJ3cpKJJPIz96HWZZ9LYTU1BvzMcUkBomCen7mP9xCUmrFkz7kggFKYF0PEbzjnSJklspCdapnfY8cGHkOovN+61D44C0g1Yz5FixXEA+IKU6Yc6E3kNxhEqPVhXKIkx5qAUE92xpBfcw5BhUqV4j6M4pGwr5cFCxYUFdx0NIZAI0SKEgViB3j3UADDMKGw0A/YTJN37jZfn0gQXeu5sXlhozBp0iRJqUH8gY0ThhHHpP4gr5rLxgNGRV4oWi1YsEDqMYBcfrrLYxRhAJGWyIaLdBaiAqQM8T1ieBLBoq4Lw4bn0yeEcwH1QCCdcsyYMXKxsLUDa9eulU1Q165dpciabths5po0aWJGjRolRi6bIyJ8pGVhSJGfHSRlr3Tn1VdflRQtmmX6Nd+9wGtzLublOcE6MmPGjLh64CQCnBXMQT8j4UxfmrViFDVrZnyF2lPWB9KLWIcbNGggHvZEQvrf5s3GBCDArCihQlXmlMDABpMNZTLB+CCSQcoGxsbbb78tm994ICLAhtsWcOOBiaeQmQ0+kQa+LzbaqBwR4kYOlo14Xnt93Y4bghE8L9GbTqIzRGlonkhkDQ8ukSCiMohm4JFnnNmEHnXUUWKk8LvtE2WfywaV6A7jxwYNsQ2ey+8YOvzPcxlLnsv3QFSJNEge53eOi4AG/6MuyHH5DoLSgyoIcy7ZYNR+/PHHoh6Vl98FEaHly5dLVBqHCediXo0dBv9XX31latasGbjeYPE2Zs2KjRuN6dnTmGHDcDb5d9wXXnhBrhWMAwqiAwYMyDX6G++cmzXLGALt998f8yGUGNH1Mtwqc8G4KiuKpAF8JTU8yYTNbfv27aV7O+/llVdeidsg4gKJfCUiChgt5O1z8ezcuXMk+uAF/p4bMMFffvlliYjg9cUwIo1j3LhxYtDlRfG+23EjisV7yg0iKXzviFywUcTzihH1/PPPy+MIUuBVRxGH45GzX79+ffHMEtFZuHChGKC8Hil6l19+ubkAF3GUqEE0mX+PTtXJ3Bcm83hFbyYzG3qZn+tWTjnd5lyyIRWV6BAbcYxomiYnGoxjIr6coxjLXo2heMeOKCYGWZUqVQJjEPE9MN9Zg/02iBAgYFhnzKCW0Z9j4vz48MMPTYcOHST9kGayeTHnbP8hJe/R9TLcBCORXVH+TakKCv3795f/c8oF9wKKSWXKlIlEeOhSzu+kVbERiMZLfRBeD3onId+NpxJDgojRnDlzJCWGzR3NYalHYrORzHFDeWn69Om5Po/IDRsiCpRJDcSjE51Cw2M8h4iNNbCsV5aoDaxYsUI2t6SzDRs2TNLllNjHLh2YNm2azCMMo0TD+UoKZjw9yOIZO4wgDPa8+KxeoA6H+ZoIrr7aGMpD/10i4ob3ifAN3yFpsHkxblwqEFTQ+qHkoOtluNEIkRIY/Cqi9YPbbrvNfPLJJ9Jt3A/wetK9HM8wtUlEcqhRoR5o9OjRoirH4/Y1K1WqJI9Ry+S2LxJpW82bN494L8nH51g0RGXz07NnT+mczuuzIfJLWcvtuGHU5PaapJyQ8vZfuilmQ9++fbN97KabbpKbhQgaBevc2rRp4+p9phNBmnPJhnoQ6lesUZ0oOD6S+sjvx9PzLJ6xwwhjTcrsjEkmvB+i8Ymqhzz77AP1RLScijPoL2OIwwmnTffu3Q+KMidq3GhTx5/HkFig+ICul+FGa4iUUOeOxwr1LqSlUSw/aNCguJsXohRH+hpN+jimhdoFjC/qGJDfRrGMmhea/rGJJ0JC12h6FcVz8UYFiQs4Hi4800SLqGci1YxCYDaDQRg3olkYc+Tm+wX1EkuWLJEIFfVhQUkRCgJBmnNBASMhkc1K33//fTGIbrjhBkn3TMbYkTI3dOhQqWe0ket0gOjK6NHGDByIARb7cUjLpccQtQms07ZGNNHj9uabB0QV2reP6c+VONH1Mtw1RJoypwSGN954wwQFNiooB2HAdOzYUTbp8YChw0aLWqJoUDajsNr2rbj11ltl8/7ee+9J2hdRFTyQ8YA3mJx1Ok9Tb0QdE6+F8MCDDz4oaXuIMZDGhzGWqHFjE0HUKifw0K9Zs8b4iU0NYuPCd8n3wIZQCdacCwKce5wfOA8SBXVpRIjjMYbiHTs25PTBCppzAIVIHECJgpZvBACXLIn9GKzjiNpwrhAx8GIMxTtu2n8oueh6GW7UNago2YDoAYXwiCxgmNii/lgjRJBVvxPqYOg/xC0aIlR4cEmpe/jhh8WYohs6USOvF+HMqXXciBohTjBx4kTZICE/zfGpYSKSwoWfyBQy1PTRIZ1t2bJl8jupfbwPvhcKwok4cQy8MBhWeGHYcGHckU5yxx13SI0G4B3n+yA1Bu80dRSIHliFpkT06MEIxCDD+GMcKYamroqUF0WxYKQQLUWgJBHgGEGwpXDhwkn90omALV68WDb0xYsXN0EBQRXq/ZDLTwREha655kCk5d9+2J55/PHHJbrOmkWqc15BCSi+ooC1jlKU0KAGkRIYqKEJGtSdsNlHhYoLIDU9sWCL+r2qylFnRNSGC68VesBIa9asmSjVEWGKBwwCUvi4kVpH6h41PFZdDcMLIwfDhxseZQwZ/o6fMV6IvljhA94bm0orjMDPHIvnkgY4efJkUY3jPp7Pc6z6GkYamzNS+BIB6nsYXdRZUU+FgUbNAhvUdCWIcy6ZcD7bWjPSLHJKr/AK84s+Vpz3Xbp0iVt1MN6xYz4m2zDLDAIxrD+JpGZNY8aMMWb1au+9fBhD1kPk9hFtiaUOM9ZxW7rUGLIbfSr9VGJA18twozVESmBYv359XLUsiYJICcYHUREiKrFEZ9iI9+vXTzZZsdQnWJEEpHI/++wz2VhhvHBRJhKTTII6bjmBkYnsMe+b1MRoIYZ0IhXHLi8gmojBTCNfvyKWzGH6miFsQsPlZI/diy++KH/fqFEjEyQwOhIRJY5m8mRjFi82pkcPb3/H+CF2g6OKCH7mqH4ix+2ll4yhj64HQTvFZ3S9TE20hkhJOdjoBxEMmKuvvlrSvGjqGQs1atSQNBxkfWMBI4yLKKlfjzzySESdisahySao45YTeHZbtmwpRi4RASJGiVYXCyKpOHZ5AVFPDBgiAX4ek5RZG3Vi7uLkQHmS10LwhJttDsxjpKpGP5d0Vs5TnkedE8+NVTq7WrVqkvaaE7wWm0BbQ0mNH04h6yiijsauQaxvtBSw9Xmsl9E1gwjVIIMPfI7Vq1dHokFE0KnLISUXxxGptomkXj1jvv3WmH8/imv4fLxnIsuxGEPxzDntP5R8dL0MNyqqoCgusKklbvroZEWtWrVkA05qmh89cVBOAxorKrFDk9fHHnsskioVBANTST5EcYgO+dlMl/ohjJjXX39dfqdmj/rAL7/8UjyYqCBy4xykzu7VV18148ePl+dS74bwCo2GMaB4HsfDiLC1gF6h8TE1OzlBiivvY9euXZH3zPuw8DNKmcDnoCG0XZsoQCeSbeGzImwCS5culc9GPaKNvPBcahhJK7b3JwrSzpo04XW9/R1CNKiCZm7YnGgoQUXvJkDlXooSOrSGSAkM8dbDJHqDdMUVV5jrrrvOzJ07V4QDvHaXpw4I6W0u/tQkxft+qG1KdGpJqo+bm+gfRhGbs8GDB4tnmlQpL31FUplUHrtEgrFAVAQpfL8gxapVq1ZSgwI08yQCRD0eEV/ERYDHETPhf+rqoHHjxhJdof6OdYfoBBKyGA4YSUR7vFKhQoVc63VQw2OOWMPw8ssvzxCR4ncrTHLuuefKeytUqJD8Tg+06GbQrJ9WVAYxFdYu1kMg8k2EiZrCmjVrijQ5qcA0lk4UZAp27GgMX3tW9g1GIJ/dKvER1bLjQaoyveLyas7Z6FAC1eAVF+h6GW6Sv5tSlH9BfjqoUAiNHCxGzfDhw0XUwCtsstlgIKkdL6RuBEUMIMjj5hY2oxhDyJBTW8GGmE1P2AnD2CUCoi5WFdEv2FwTATmZQhBjxBigSNuKlmAAcONn0urKly8vBhDwNzwXQRPSZzGuiBSxWY9VPtuNxD0qdNQY8Vzg/fO+7OdBaMa+RwwhHDWoZgLvMbp/GtFsq2jH5+C5NvUX8RUMKmuokR6c6Max2HiXXGLMO+8c/BipfrRcoIk1hihRu6+++kpqOFknMNrycs5pulww0PUy3KhBpASGRKdJxAsXaNSh6E9Emkgs6VX0A6JgO17YBPlxnHQYN7dQ6E5aI8Yu6T2o0tG3yNY9hJGwjF0iPMH05gr62GGcxOKcsQZZdEogESccAzNnzhjou4kAAEYISURBVMzwPJwDI0eOPOj+REHkiKa1GEN9+/aVxtgwe/ZscVYQEQOkr2kZQF0n0SXWQwRSbDSH1L3c+o2h7o3dm1llHcONiBZRLqJCvPacOXMkashrlihRIs/mHAE5MhsrVoz5JRWf0PUy3KhBpAQG6y0MOnhJuVhT2OyVUqVKyYXa5tnHI09Lzv6bNNRIMqkybm43Y3iqe/fuLbVFeOtpzMsGK4yEaez8gHlNsX+i07X8Egb573//K+tALCCYEJ3+9sILL0gKHel50XWOrHdEd2xUhO8IlUZ6eSXSY07dJmI0Nh2QKBgpeaTVASqbjBWpbUSwqE8iHRmI7g0bNkxS74Boz5NPPil/w2cjyk+NU8GCjjnrrM2mX7+vJOpu4TtlLSCKhSMMAxkjDUOJ9SFWIYtY5tzKlQdqhwLWQzct0fUy3KjstqJ4BCUkUkEokKaXhxe4GBOJYMPdw6vmaxRsSq699lrxkpLCodLJiWHevHmmfv36plu3btKQUQk3REMQPbjmmmsiqWFBxjaLxmi3hoJbEDbg/Lb1jFdddZVEQ7Zs2SK9unC6ZAXPR9SByBQqdTaCA0RrMDSIqrJGYbQRdUp0A2ReC6cFERxSEHE4oY5HOh83UiB5T6QsY8yQ/sx7o6/ca6/NNk8+Wcj06LHWNGxYVxT+eJznZa71xAHF+k/tFOmCeQG6FAztddflycspSuhIiOw24WryezkgN7w3VjUGKKAkpcg2YrRSxdGw0OB5w+tkvTfA4oUnBq+QVbSxUNiK1LASbmKVpM5rOHdJNRkxYoRnxTjOb+ZQvPUpzBU8oMzDO++80ySTVBm3WEBel4a4bKrCqEAX5rGLBWp1SIeixiVoIMCAAwR1OQwAxu7WW2+NNDPNSjaeDQBRE5TR6J9DKijXVwwXzmc83mzwP//8c7k2E40hOoa6HFEgIB2NaCmGD3U0fEcIQnzwwQfm008/FaU5BEluv/12EZvhWv3QQw+JQUGdE1EVW4OUKKz4gRWsQKnu/PPPj9Q31a5dWww47uf9873ZJtvXXlvLtGp1jjnqqCZm1KhR8tmp1yJlNjMXXXSRpExHR5MSPecWLTogqKAkH10vw40ng4iF7YknnpBw8hdffGHq1asnCyMLKuBFpWAcDxEeGSQq8TRZWLQxmAjNU5zOIm0XXQuLNWkAihJU8MQiyYsnmRQ4rz0z8Fb4seHi4v/MM8/IRibauaD4yx133CFrl13nlPBChAQDI9ERDa/gWKSeDeODCDMKZ0RESOkkovH0009HJLSJZGLUoOTWoUMHSW2j3xZOGHoBEd3GMCCFjN+JhvEcPnvTpk1F/IXncxxe4+GHH5b/WWMaNGgQMT64dhNFo6aGaDctCUgzQ4TBijxgQAHHs72MADEHBAqCwtVXGzNx4iHmlFNOk89FeiBGVGYwpjAiF9PVNQ/YudMYMrOT3HtbUdICTzH2zEWmeE5tkSPGEnm5yNdiKAGFmHhZeLx69eqyqUAhx0qZsrHkPkLXFrxMKLtgONneL0p6EPSc/Who5Nm5c2fJrX/55ZcjqStuwDNrPZnxQhSW+danTx8pAk4GqTRuscCmE7EFnEGsc2xIw0LYx84rOCtIi6KOxkpEJxsiPzgWMYpwFmLA4FCkBxFpbqR0co6SAkcEiJ9J5eV/jJ/KlStLNBlDhigPxhD3URNDVoctFMfwp1aG1yPqTGSJc55MEG4YCogMEDHCaMIQQpiBtDkMBY5vwdgimoUhhdOIfQH7ALJH+HsEGui1hJEUhNYBpUodqNM5/vgm5pJLMiksZILvm7TCvJhz2F2IKQTgK1J0vQw9MfchYiEjEsSCx2JJ1AhFFzxIFjxULJZ098UgIr2HsD2LKIsnHamR9YyGPi9Tp041jz76qCz6SvqQagYwF/eKFStKuqcX2JBQ3Oun8h2GERGMZNQ9pNq4xTrWrHd8316M36CTDmPnBWpPkFwmFTYoBhFpXBgtnHfW6cG606tXLzEyiGbhaCTVa8GCBeIcYR1gPeD5XIOjMzCQw0ayH0MFqWwiTFyj+Ruu2UR6SHXjWs71+pJLLpFNPAaWWzCYMLhgwIABEoHCQCKijTGGU5T3EI8xhKgN44XTlc8fL9dcY8zLLx9i6tTJuCfJDKl4ZMCwhvMdJnLOoZeh6XLBQdfLcOPZIMILhQGEZ4mwOF4i8m0JIRPpyZwKxEUlWo2LYvK77rpLFsLMxhCw4cArRTSKFLyg9FpREg8NTzGIUwly1Mmj98JNN90kzUDvu+++DH06YoVND+pLSIEnwyBKxXHzCjVjbdq0ybJOI5VJh7HzAvVDbORt7UkQoF6IehfqcqzkNOlmGCgonnF9JV2O6zKGAeuRfQxjB7g+jxkzRiI3PAeHpjUi4lFMcwPXdCJu3Eg1Ju2PWgwMI2qLbHNWN2CsIiBBPRXRKmqbMEpYTxFv8CosEQ1LMS2UMELOPz/n9Zs9DFE4sgQSNedowUT90I03en4JJUHoehluDo2loJzFFU8UNUBsErxKb5IulJUxZKFrNcWLpCUpSpAhjQXpVy+bClJTyPHngu5HLjqOCI5n8/WVxEGaTyKbRSrJgwgMEREivjgYgkL79u0lZZO6IVLUeX9cQ5GEJlJEKhtqaDgfOT+paSTChdHA9RpwluDAJEIDfkRUYoFoFkYR6fXUFfHzO1l1Rs0CMlBI5aPXEGsnRisOWZymRMMwiN56662Y5ycZf0SJcutkwN6F7x6FvkRC4gGlWCeemNCXURTlXw6LZfNFyB2on0CdBoUZJIBZmKmPiI4SsWG0nbm9YHOX8aJ7hdQWCh/Ju6YfAUo7hDpZxGzxOd4pvL12Q4o4BNY/6jukEdSqVctMmjRJHkMVDI+b7feApwtRCT4baYDkXdt+MHjoufBgMFrjDu/djz/+KF5mvPmvvfaaPMbFivQpu7CSokDhKypCdPvm/fNc3ieLPhcTGsQB3imeR9ger1iLFi3kYsAYUOPA80l9AIxLLpBW2QzvFBchqwBEhI8LJvCd831ZI5fjkopBqgXjyPdG+gMgO0qkkKghoOJDbjgXYj4Xx0JkA7iYAxdsIAJImgYpDxTz8nmoJ8NziGfzyCOPlHMLkDhls48nlIsRF0PGGGynd44FjAXvnRQTzgHG1SrDkPbBecA4A7U3FPeSi895TdoZx8W4wetIqoltRsj5wBjyfKKbnO/k2PO5OA9I77QpNiiT8bls0TDP5bwjvZQxJCpEgTSNBFu3bi15/bYvEfUBjAW1DByP9AzUnOx8Y1Pw9ddfy+/UD3A+ICfLa+AtZS7yGUlJ4X1aI4nzjtfjPOD7Ig/e9uzg/fBd2UavFEWzqUIUhXOZ7x8BCSClhvlho2Kk0zB+fMdsInlPEyZMkE0JRhrnDA0NbVNaNnMUcjOf+KzMGz4TneqRDkfKHJDHZbwxNvEwt2rVSuYjHm+8+LwPUmuBAmi+A9uUkc0j5yi1Cmya2DRaNUzWAM57W4DuZY1gHvHdsyllfiVqjWAe8DrMAV6D+ZyoNcLOuVRZI9gAg99rxCuvvCKvy5znc1r1yHjXCL5vm9bFDSPA7RpBihmg/EZEh/OEm10jqGPhfiI/fD/MS6IvnHe8Ptdp5gvnA49xP3PNCkbk5RrB3CS6Y9cI5jUpf5xvqNLxHvi7zGsE5zdrGucwc4vvkHOTtdyuEayhfBeMKZ8f6XTOlVjXiL17q5opU/aYbduyXyP4THz3HI+1zss+ws653NaIRYsKmNNOW2C4fOk+IvlrBGPG2HEe+r2P4Lg8j/M61jWCc9kK/8S6jzjhhBPkWmCdFMlcI/zcR7gVvoq7DxEnAwPJokXeMCcNJwQwkHxwW0OUE3xAPgwnuhVd4ELLgLJg8AXlJr3tVmtcCSZMDtv8L5XgPGVDy82L55UFDKOYCyuGPxHXWBu/cQwusMw5FhY2y3lFqo6bVzA6EHxhnWJj72cxOI4kLgakRGEss4ayyLOWcWHgws4FgIsCBgoXWC4yOI64cMb6XsI+dnx/OIbY9NoGn9lFYZDRx/Dm4suFFsOR/zH02OyQ2sXGgk0YRnlOcFm1Km707GGNYGPNe+D88QM7dmyw+JmLPvMf1cm+ffvKeWThs3F+sZnifQUFzmPWLTZHbNgwGlgX2VCykcVgYlOD4cDz2Czxe3a1O6TOMW7sIW6MMdds2jS+W4Rzsn8OG1PWa/ueEzHnHnroQMTqXxtACQBhXy/DSkL6ELHYYElivODx43cWNDw0vBgXlbvvvlusM6xo0g/wAOZmDGUHKnZczIIkz6kkDjYdqQi1bly4kWn1cq6yocXzz4Ue2Vo8M7H2usEQY7NORCCvG4im6rh5BaODDTPRDavM5QcYOWyw8CTj+aNHyrPPPisGNupcbKCJpmD0sqFls43XD48Y5x3e61gJ69gNHTpUrkVEq7guWc97ZjAiiNDitLO1KcwlxoLoAl5TIlwYpEQpiERggOJBtl7IrKBXDU5CrotEQhhL1gb+luiIH9ix43wg3Y/zAc8togp8FgvRCgxtjDNqX4IExj3e4VtuuUXmFs5VPL6sYzZqyufEY01aICn6OQkZINREVIyxjzWFGLVtNG9ymhpEajkvSP1LxJzbtw9pciJFng+vJJCwrpdKDClzLLYUFFIIyUKPZ4SQHQsakJ/MpgHvJiFAwrz0HIoVwof0hEDWWAk/0fLrqQQeI1SHuFgTNibPnfo3N9LahHe5qFJXRCiYMD4h6Oiibja8/J5Vo8BoCPsTRWUDRuQpr4rlU3XcYt3A8d2yNhGdYeMZT70J4XxSC0g9wCvOd0lqARAtjB5DNtP33HPPQRt6Nrz0iuGc8xoZDOvYsfknJYQ5SFQHA5ZNNdcsMhlI3SDlxaqlEv0hrZBrF5GF7HrhcVzOAQxW5u2rr74qaY7MTzyPpCLyM2kvpI6TMUF6FhEL0mxI1SH1hTRBjF8yIkhty6mmNrexwzFJVJhIFkZaZg8or8FrEYUJklgE8NkZH947/2O42iauzAkcrjhG3UZAMWYZOyJKjCWpnLaOyi3oMlx1lTFvvWXM3Xdn/RwMZOY+hhtGMueUn3OODFPedkinZ8oS1vVS+RcnROzYsYP0P/lfUfKavXv3Ov3793eOPvpop0iRIs4HH3zg6e8XLlzoFCtWzDnxxBOd999/X+5bsWKFnNPcHnroIeeff/7J8Rg83qZNG+eII45wVq1aFdfnUbL/jrt27erceuut8l2/8847MX9VPXr0cOrUqeP89ttvMR/jlVdekfFu166dM2XKlJiPEyZeffVVmTPfffedc8455zinnHKK88gjjzjt27d3Chcu7BxyyCFOixYtnOHDhzv79+/3fPy///7bGTdunNOxY0c5fqlSpeT4p512mrxujRo1nDvuuMP5z3/+41SvXt2pV6+ec/rppztLly51rr/+eqdTp07O2Wef7VSrVs3p27ev69ft3LmzU79+fVkLZs6c6fzxxx/O3Xff7TRt2lQ+c05rUyrwxhtvOGeccYZz1113OYsWLYr5OD///LNzyy23OF26dHF27drl+e/5um64wXF++SX756xcuVLm3MCBAx2/eeklx5k0yffDKkpassOlbaAGkRIYXn/9dScMbNy40WncuLFMQDZdw4YNczZt2uTqb7ds2eJcccUV8re9e/d2PvvsM/n5yiuvlP/ZMOQGm5/8+fM7Tz/9tJMXhGXcvDJnzhynefPmMi4TJkzI1VjNzK+//uo0bNhQxjleMKbZgLPp/uabb5x0H7tt27bJd3vnnXc6999/v2yOS5Ys6dx8881Oz549nfXr1/v+mr///ruzbt0654svvpB5DPzOe+A2dOjQiJNjyJAh8l4wqFgjMLDcgDGFAX3bbbfJ35UuXdqZPn263M95iAEwefJk18cL+/w89dRTnYsuusj56aefPP/9uHEHDJOcuPbaa8UY/vPPP32dcx07Os7337s+pJJHhHW9DDs7XBpE2v9YCQyJ7oeRV5BSQ0oM6aKk2JBaQWqIm1oPakUoiiZNhFoAauhIdyFdldx50nnoOp8TpHPwNyguee2RlM7j5hVqvkjxQXWO2hPGjfQrq2CXG6RGogREcXa8oOaGyiB1JAh0UDyazmOH4hTpq3wPpDSSDketK7VFNP0mtc1vSHEkBRYVJ+Yx8Ds1StxsXQ8pXF27dpX7qFEitY96o6xAMQ0VORTQEPUYPXq01NmQGomiFupopO1RK3XvvfeKoACfkecgRBRPfVkY5icpi9R+kWrqVt7bQg/cWbMQ5sj+OciGk+7npZYotzmHwOH+/VxHvLxbJS8I63qpHEANIiUwxNL1OzMUulIXkGyQimaji1ISxgz1H0h3ktPu5m8ffPBBudhSF0KNAHUAXNjZYFF0j2pUdvD5qfWjboJNQaKNIj/GLVVhrCj2pu6HOpEOHTpITRDF6zn1ROF+6pCo+bBy7fFCLQt1MYgIICPNRi0dxw7hCb5/DA6MVIrrETxBeQ3VuKCAQBGy5pxDTz/9tIg4RK9d1IVRF0g9DGIBKNSxIePzYPhieDG/KfTmuRjX1CkhUED9DOcYYh18B+naO4v6TgQz+F4wigYMGOD6u6AUq04dFOWyfw4y0BjayG673SznNufQgkBZjr5ISrAI43qpROGECK0hSm1iSWuIZvbs2RIWPfPMM52gsXv3bkmFy5cvnzNixAhXf/PXX385l1xyidQUkSpXsGBBp1KlSk6ZMmWcli1bZvt31EnYuiNqJXr16uUEedzCBOmKo0ePllQovvtatWo5W7duzfCcffv2OY8++qgzePBg5913303Ie1i2bJnUtuRUVxLWsbvpppuknocbNTzTpk1zgghpbVOnTpVatAYNGkhd0EknneRcddVVzn333ecULVpU0inXrl0r9YjMZ5saR4pm9NiRfvnAAw/IZ2/btq3ct2bNGqdy5cryfFJv0xlqrfh++C5YH6kxcsPmzY7TurXj7NmT/XPmz5/vaV3Pbc7170+6n6tDKXlMGNfLdGCH1hApqcb48ePj+vsXXnghYgjEe6xEQJ45mx/e36BBg1z9DRudEiVKyEbo66+/FtEF+xmzM6IKFCggdRPvvfeePK9q1apOIgnidx0E2Oz269dPiuap68Fgx1jBWEIEYcGCBZ7rjrxsttn4UW9C8X26jB31ORgSGEN8z9u3b3dSAYQdEFLBAGLMEE9AcCP6/OA+Hr/88svl+VmN3UsvvSRzvnz58uI4QXCBGpfMRnm68tZbb8n3WrduXTlX3IBmwsSJOT+nWbNmTrly5Zw9OVlOLuYcpUitWjlODDoQSh4QtvUyXdihBpGSbosNmx+iKdaTGkTY4HTv3l3eIwacGzCiUF7CK7xkyRKnSZMmTpUqVbJ87uLFi+XYs2bNkk2TjRLFo4SWG3qRyNkw+fLLL+U7YiwQYUCZjo1romFz1q1bN4k8pMPYTZw40WnUqJFsTMNoADCfMaytYEJWY7dz505xhtSuXVscIzfccEPKGIV5xfLly0Xh79xzz3Wlvrdhg+MQdMtJNwEhDQwtN9H4nObcsmWOc889uR5CSRJhWi/TiR0qqqCkGrVq1Yrr720TRMipG3EyoV6A/jX0KurcubOrYtzrr7/erFmzRhoXUh9CcTB1BVmxcOHCSG47gg5AY+QWLVqYUaNGJaSWIN5xCzP0T6Hgnd4zFLhTCE+NB3VgiQYxAWrqEPegV1FYx47auubNm0udDXVZ9ACi504Ye6CUL18+0pMnq7GjjoyeRjQmpZ8PDVvd9ENLJ+jnhvgJjbE5Z3Lj1FONOeMMY2bOzP451HMhZkMPJOpGcyKnOUf9UOXKub4lJUmEYb1UcsAJEVpDlNqQQuRHWhqRFCRwgwyRIqRzid5Qc5Ibq1evdp577jmJMhQqVEgkZbNixowZ8hwkhs866yzpiYSHmLoC7qd2JYjjpiSGX375RVImP/roo9CNHec10S/68hQvXtwZO3ZsWslNp/LYBQFk6omgueHbbw9IYeeU4YqUO+mJRJ6I1MUybt26HXgtJZjonEtNNEKkpBxEQeIFeV288UjgBhkiRc8995y5+eabTdu2bcWzmFP0BtluIgt4+5EURjo4K4hAfPnll9L1nahAu3btxEM8cuRIUb1DzQr1uaCNm5IYUNciMkjkcMuWLYEfu9dee02iZ8hQ796928ycOdOsWrUqw9zYuXOnSNIjLT1v3jxz8cUXm5UrV4ral42epANBG7tUY9OmTeann35y9dwyZZByN2b+/Oyfg7Ij6p6XXHKJefzxxz2P286dvCdjSpd29ZaUJKBzLtwcluw3oCiWdNrM2M/70ksvSc8Sescgj00qR758+bJ8Pr1HMGpIhcLQWb9+vchwZ4YUrddff/2g+5EdRoKX/iRI/GJY+fU5lOBSpkwZkWHG8KZnEoZEUMcOhwYG/cSJE83LL79sWrZsKRtNjHjk55ctWyZpcfPnzxeJ827duknPrXQkaGOXauzdu1dSDN1yzTXGjB9PCnLWktgnn3yySHuXLFnS/PjjjyK/j7HudtwWLzamQgVjsln+lQCgcy7cHEI4yYQEPId4w2nGF9QaEkXJCjaA1EHgzW/Tpk2ufVaKFi0q3siBAwdKbYFb6GfUoEEDqTGib4ku8OnB9u3bTenSpaVfEo08gwqXI+ox8N7jKMDwx0mA8b5//37zyy+/SD8vDDzOYUWJFXpVsf6xhro7N4254w5jOnQ4YLhk5vvvv5dzt2HDhtKomfWVeec2W2HQIGPKlTPm0ku9fhJFUfywDdTFpASGt99+26QrzZo1E+EDGrHSdDEn8Gr26NEjUjB9ww03SPG8G9hEEj2aPn26OeeccyRtj9SkeEjncUsVChYsaG688caDoilBGTsMIaJXRIBIB0U8BEMf4wdvO5FQokVLliyRQng1hoIzdqkI5xsNbr008SYq1KKFMW++mfXjRF5xapHefMEFF0g0n0imm3HD2Fq0SAUVgo7OuXCjBpESGPAAhwXS01CFQwHLLeSekxrk5nt48MEHZXOIMTRu3DizfPly169Tv359M3v2bDGISDnidd12WQ/7uIWZqlWrmkGDBkmUMGhjx3mP6mLTpk3Nhx9+KHVDzB1qiPgf45/aIo1omsCNXSqCMTRnzhyJmHrhwguN+flnakmyfnzPnj1y/k6aNMnMmDHD1KtXz9W4bdiAo8uYE0/09HaUPEbnXLhRg0gJDNG1DakOxeHc2Mi5BblWjBTkYN1QoUIFyVmHWbNmeXp/F110kUSK+Dte97HHHjOxEqZxCzOkmTFWo0ePjshwB2HsFi9eLJ5XDJ7zzjvPFClSxJQrV05qhThPs6upS3eCMHapCmmYRHFwDnmBU7FZs+yjRPfff78Y8LVr15ZaT7fjpnLbqYHOuXCjBpESGNgAhQG83dQ6wPvvv+/qb0iTw7OYVRFuTpx99tnSp4iIVCzUrFnTPPzww5KmtGDBgrQet7Bz+OGHi9e6YsWK4sGmziFZY0cdXPfu3U2nTp0kPa5///6mWLFi0qvpvffekzzvuXPn6rmVAzrvYgfFRYwWRDy80qCBMQTksxKow6FFJJaaN0Rw3I6bGkSpgc65cKMGkRIYaKgYBqhx+PXXX+Vnt4IHeCyplWCD6FW+m2J5cuJjTXt76KGHRKYb9bmvv/46bcctHUCMA3nqM844Q9SwiGImA9I9kYDn/XDuUSsECIWQykQqZyyb1XRC511s4KwaMWJEzHVoLOlXXIEQTtaPo34IRJ+sYyyncaP887vvMKZiejtKHqJzLtyoQaQoPoM88O233y5ebtKU3ESUiNJwAT333HM9v17jxo1FPWU8mrAxRg6Q48ZDTydupMC5kGNkhUiEUokabyKD1apVMxs2bDDbtm3L8++GzSgpRRs3bpSoEOdb3bp1zZAhQ7JNNVIUP6B+ElavXi0px/zvFUqPPvvMmKymDnVw9JUj0kkKXW588w2RhwOGlqIoyUMNIiUwXEjFagg47bTTzLPPPiuSq4888ojIsbLx5PfMBgZRoRIlSph169bFFJ0BcuFRntu8eXNcDTxJp2JTSnE774m+GhSxo5pEWt6ECRNCPW7pBJHLJ598UlS2cmoi6TcY3gg70GCYlCKiQBjhpM/xv+IenXexQZ8rojg02bR9rYiOexHAQQCB8qN33z34MdZMDCLWUlLz/vnnnxzHTdPlUgedc+FGDSIlMNg0s7BAOtt3330nBhKyweSVFypUSHLXkWRFIY7UJT8UbEqVKiWF6bt27Yr5GES06IeEt56aJGSahw4dKhGo//3vf+a6667LMmIUtnFLF6glOumkk2Tzlhe9iRBPIDUOY4jzFJl5UuZq1Kgh4gmKN3TexQbOJ+rnWM+mTJki63TZsmU9p4+S5Tl1KvVwBz9G6if9h6gnYh3NadzUIEoddM6FGzWIlMCwcuVKEzZQzLLccccd5r777pNN4Lx58+TCfPfdd0dU5WgeRrF7LLDJxNtJ2p1VEIsVGmKS6sFGuWPHjuaJJ54Qbz7/s3lIh3FLFzDUiRThxaZ2J7M3208oOGdzeM0110hEE5XDb7755qANo+IOnXexQT8rHD+stY0aNTLVq1c3w4cPl/YDXihUyJgaNYz56KODHyPtE+cRmQGfffZZhn5H0eNGUB8/WIkSMX4YJU/RORdu1CBSlARyzDHHiKw1heOk0XFhJNpCehxGEXLXeM6JGoHbrulZhfLp2bJ+/XqR4ya9za/6H94r0as6der4cjwlWNx7772mTJky5sgjjxSj5YsvvkjI65Ae98wzz4jh9dRTT4mXnkbEvK6i5BXUdQ4ePFhS23D+sD4PGzZM1mivNG9uzHvvGfPHHwc/RhbAqFGjxPh/MxudbqJDaDtk4WdSFCWPOcQJUdU0HvbjjjtOCsxJ/1FSC7zTYW28yGdDWrhXr16Sr/7cc8+ZU045JcNzKG7HgKLoPVaoV7rrrrvEA9qgQQOp2Yi3SJ0UOuqJMORoNptO4xZ2oseOGjRS2kijo38WdWR+8+2330qkkRRP0k8QUVBiQ+dd7Ozbt08cAVYeG1GbWBkwgJ5wxjRqdPBj1157rfTUInV6zJgxB40b5Xt0WtCM0dRA51y4bQPdxSiBwW3PnlSECyDecOp8SKEgZz2zKhz1RfEYQ7ZxHK/BDYlQFLz8SPtD/W7s2LFZRp3CPG5hJ3rsENaglogicz/OG8DrTq3GH/+60Dk+HvNFixaJ7LYSOzrv4pN9x+hHfhtV0HhASPTtt42JyoqLQLNhGx21og123Hj+0qXU8sX18koeonMu3KhBpAQGmjWGnWbNmpkVK1aYK664wrRt29b8/PPPCXkdolCIOVA07Af0Kvrggw/MW2+9lZbjFlYyjx2GO4ZKwYIFfUu3xIhm00lkaOrUqRIlwuhy26NLyRqdd7GD5Dw1ktQTcU7Gw5lnGnPyycbMm3fwY9R0Eq0nOkQKXfS4rVplTLFipFXH9fJKHqJzLtyoQaQEhswpZGGFzSYX4z///NN8/PHHCXkNxA/wzOMBRdo7Xkj9IJ0K9SQu8Ok4bmEk89iRHknDVmqK/ACVQqKhSB1jFFHrhrpdjx49fDl+OqPzLj4QuSFN1I+0zRYtjKFMKKsCBCTlUVSk9xepenbcbP2QkjronAs3ahApgYGC7nSBJqjIWd9yyy1iZNALhjQOP2HTSXoS0ah4vaBADRHvuXnz5qZ169Yi3ECEK53GLWxkHjsUtxA+IK3TD4iCksaJvDy1FOTgsykkPVSJD5138UF6MhGiDz/8UNKL44F+2ocddsDIyQyqitbBsHz58si4ffmlMZUrx/WySh6jcy7cqEGkBAa/0rtSBWSH+/XrJ2lFpBOdd9554k30S+eEIkKiOfTDuPTSS+U14gFxBt4zEt94/IlAYdgh0Z1uYxcWMo9bvnz5RIo7FsWtrCAFr127diIiUqVKFRFsQA1RiR+dc/HTtGlTc9lll4mzJ1oa2yuoxF1zzYEoUWZIDeXcZ92ktpNx27nTmE2bjDnrrPjev5K36JwLN2oQKUqSwFDBmEB2G8Ut+sEgR0yTSgyj7FLduHDTZd0NpCjNnTtXPPSzZ8/2JRWPXHjqoIgO0cwQAy5eY0sJDmzcOAeRI/aLkSNHiojI7t27Tfny5X07rqL4sZ7hCECKmwgm0fQBAwZ4NtzpSfTbb8asWHHwY0TpcQwgTPPXX3+ZxYsPRJXy5fNfTYsoFPNMURRvqEGkBKrQNZ3TN2ja+sorr0iNEbU/NAqkV0tmSFk788wz5cLq9qJP/Q8X+hdffFH6Ie3duzfu94wUNyknRBToXePHMZXkzznq2+iL9cYbb/iWxkmDSiSOMbLiVVJUDpDO66WfsDbinKLGDTEabqR1vkeDIY9RIhTnsmk5ZJo0aSJGEVFTUuv8TpebPHmyZAXgcKB9A+s+N6Jfij/onAs3ahApgUG9Wsa0b99e1Nw+/fRTs2nTJnPzzTebPXv2SD+hrl27mk6dOsnPsHXrVtffLREc0kM6d+5s7rzzTinwdRtlcnORwBhCxlZJ/TnHZoqx/Oabb6QOzY8UTpr6cv5u375dzm8lfnS99A+i80RxcDThiKJhNg1cvULvapbVjRsPfuyCCy4QJ8P33280ixbFZhBRt4mBk9WcxEGFc4pbNNdff704OZT40TkXbtQgUgLDsmXLkv0WAgOyxESJ2DyecMIJ4sVEkY60t3r16slzMJrcglc+uvkgKXqVK1c2c+bMifu9cizSTpDmvvvuu6XhIYYcPWeU1JxzNGXt0KGDeJ2J/sXLxRdfLPUTGEZsOJHeVuJD10v/oM4HYwWZ7COPPFIUQIsXLy7r46xZs1wfh+Bn06bGZNGdQF6DdOcdO/ab//zHmJNOyv14rP/07IJdu3ZJ3SYGTtWqVaUBN823uR4wp2rUqCFRWPodYTDxGUhpBrIP+Duca0rs6JwLN4cl+w0oipI1pG6wGcUriEFkw/Vc7LgI3n777bLRPPHEE119hXg/LVw8WdypF+EY8ULvGi72kyZNEuMLAQbqRmwDTnL0ldSCiCLnHnUV8VKgQAE5/1DzQqnwnXfeETluRQkKpLKhfojITe/evSVKVLRoUYlqkkLqloYNjenQAUeRMZmXZhxd+/Yd6So6xHpK1AratGkj6XBwzz33yDpLzVNmWG8xelAXpRksKc3UFeHcILK0Y8cOWfPpUacoSkYOcfyStAoATHwWDSb9sccem+y3o3gEj5bWF7jjhx9+MJUqVRKPIF5AfnYDHv9GjRrJz6TfUeg+ffp0UUHye9y48GK00YwW7yv57EpqzTk6sxcuXFjOj3iN2kceecQsXLhQer+waaP4W4kdXS/9hzTkW2+91VSoUMEMHz7cbNmyxcybN0+i6V4YO9aYffuMueWWjPez5i5depV59tmGxs2Si4GT+bVJjSOdGqOnVq1aIgWNtD3zFIMLtdLM2MbINiUWh0TdunU9fSZF51zYbQNNmVMCQ6KalIYR0jm4UON5p3cMzQXd+DYaNmwo6UpEnrhA4gGNVyEuu3GjXom0ubfeeiuS9qGk1pwjxY1eWagh4jlnEx5PU0PUDtm45c+fXzzvSuzoeuk/ROJtzyCMdiIspLp5pUkTY2bMIM0t4/1vv/2BKVVqi3Hbug1HF8aPNYpoc0CT7BkzZpht27ZJDyXqn6jP471mZQwBfe5IZ7bXDtKxFe/onAs3ahApgbLiFffgDaSBJl5Huq4TidmYVTVvJrjg4/HHY4KHkRx5LwINXsaNpoREhmj2GU+fDyU5cw6DmzHEoCV9Du8atQh4zr1CkToqihyT84+0HyV2dL30HyKidi3s27evGO30XvMK2W21anG8/78PA2bLlsLmpJP2mvz53R+rSJEi0vcNA43MgEGDBomjwquhhnecaBI9xr777jtPf6scQOdcuFGDSAkMLPyKN/C0k0tOCgQFwKRO0HuI+h03MtgIIbC5JW0uEePGRZjIFf038GQqqTfnevXqZYYNGyZeamoraK5K1I+UNzaQjLEbqM/AS01/F36eP3++D58gfdH10n9oeTB06FA5zxGK+eOPP2KObjdrZsyHHx5InQPO9zp17jGFCh0f0/Goy4wn7ZjMAJQjMfBIu1O8o3Mu3KhBpAQGPFdK7AXwqAuNGTNGPPCovJH+kVsaHQYUaRnILMdaTpjduLGZoGcSUODLRlpJzTlXqlQpiRQhw22Lzb///nvprcIYY1i7McBJvbvxxhvN+vXrRXVOSfzYKbFDClpWveDcULgwKW+kWR34nfmydu1x5rLLLkrKkNgUVcR6tDdRbOicCzdqECmBQfuTxAcpcDfccIOZMmWK+eijj6QRK97OnMDjiBw3aXNfffWVeEaR0fZj3CiipxEnaX3UnlCLoqT+nKOYG2P70ksvFSP8oosuEu83tQn0O0EankasEydOlLHHMLaQcnf22WeLrDc1Zvv37/f5E6UPul4mHlLMUPQkEhoL+IPIDKWH9rff/mq2bt1rvvtupslLUImkGbcVMcEgQlpc8Y7OuXCjBpGihBDEEzp27Cj9J9i05kTJkiXlf+SxH330UV8iOeS7kyLXvXt3EX1QwilTzLnTp08fiTCiKEjkCOOImgciRxRz0wiYnzGOAKOdx1esWKEbDCXQ0PeH85Z19Oeff/b89/RI5UYro3XrjjeFC/9o8hrq9piDFo3UK0rWqEGkBIZ4pJ+Vg3nqqafk4oeMbE5Y2WWbRkEaVLzjhgeS4+rFNz3mHEIdRARbt24tRjARJGrTunTpIkYSRdwYyNS6YSCzyUQURD3VyR87JWejH0EYhBYwKjD+ly5d6im9uEULY958YZNZu/Z4U6nCX3k+bqS6Imhi0R5EsaNzLtyoQaQEhngkfZWDod8EktrTpk0zq1atyvYrKl26tKRBWd599924x81GD3KLTinhnHP0LKJh8GWXXSaiDBSmk46JYUQqJ0pZnJvIcCuxoetl3qXN0cSa9YyUKXoU0czarVFUdtT9Zsfbo83KlceZr+c+Z/4cNcrkJQiYIKTQrVs3cZJFN+hWvKFzLtyoQaQEBvqcKP6Cp/7oo4827733Xo5KdY0bNzYnnHCCWb16tW/jRiH+kiVLMmwcSJWqX7++FNUr6TPnMJAoUEdljj5EnJNsLlTtKnZ0vcw7iHQPGDBAlDxJLUZxkVq5XFmwwPyDuuZlv5nixbeaN7auN1+z9i1YYPISHFQDBw409957b56+btjQORdu1CBSlBBDShKGTm5CCXgOKX73UxqbWhHEGmyDVkQVUOlB4tutVLMSLhDx4IZsd7Vq1UQIRFFSBZxH7du3l55Cd911l9m9e3fOf7BqlZlgjPlu2zTT+4jHTKRtag4Re0VRkoQTInbs2IErWv5XUo89e/Yk+y2EkiuuuMI58cQTnX379uX4vKFDh8r8ueyyy5y1a9f6Mm7PPPOMc9xxx8lxo2/Nmzd3Vq1a5elzKOGYc6tXr3YOO+wwZ8iQIXn+2mFC18vksXz5cqdAgQJO165dc37i/PlOE2Oc2my1/r3tOeoouT8I7N2716lSpYrTv3//ZL+VlEDnXLhtA08RIhSDLrjgAqlNIO0B+caVK1dmeA4dlK0X0N46deqU4TnUKFBQi/xqtJwlaTQ8n2Pv2rUrw9+QbkHRrhJeXKUgKJ5h/hEhQgo5JxBfIJJDWhuFxH6MG17UzZs3m59++ilSp4TYAj1onnvuOQ+fQgnLnEN0gVQ5emUpsaPrZfIoW7aseeCBB0TSOsc0qmrVjFO7tqlctGjkrtn33CP3BwHWYdZ7+oiRyow6qJI9OufCjSeDiPQXVIOQVaUwlhxwelH8/vvvGZ7XoUMHkai0t+g0HPpOcIwXXnhBNkS2G3Q0GEP0s1DSC9IQFP+xaR04GnICZ8RNN90k9USTJ0+Wi70f43bEEUeI0hiFyaTL8XwadA4ZMsS0a9fOrFu3zsOnUVJ5znENoT8RggrUESmxo+tlciEV+JdffjHXX3+99FvLCpy859eta45E5W30aGPmzzfbypUzQSG6lpO1GacVe7rMDmnlADrnwo0ng4hNUtu2bU358uVNxYoVzahRo6T7Mh6GaLjQ4QG0N5rxRRtEtsC2UqVK0sE+c3M++llQAIhnWUkfqHVR/OWLL74QTyZKQwULFnT1N0SKEFdgvvs5bsi91q1b1xQoUMA89thj0iyQBrJEi7t27areyZDPOQxsRBWqVq0q/V2U+ND1MrngQPrkk0/E0UO9JA4eyw8//CBtDMii+fvvv82ML74wf1x7rUSGgjRuDz74oIjeEBmiAS3g7GbPtnjx4mS/vcARpLFTAiaqYAuj2WxFM27cOJFcRa6SzVh0GJaJhlcYj3GxYsUkQkQKXjRcLJGGpEmkkj7Q8V7xF+SNicCccsoprv+mRo0aIn4wePDghI0bqkcYQchy9+/f34wYMUKcLEST2Uwo4ZtzH374ofnqq69EpYvxV+JD18vkQrkAzlscOhg+RA/uuececRqTDoqjmAjSmDFjzOmnny6Rcr/HDeMFRxe9hpC2j5WjjjpK2jPs27cvokSHwxqZceX/0TkXbg6Nx9tHfcCFF14oho+F8PHYsWPNjBkzxBhiMcB7Eg39KKhpoNkZ+eRZeV5IqXj55ZfNmjVrYn2LSopB00bFX2xPISKybmH+cWH/+OOPJa2Vef7GG29k23cjnnEjmswasHDhQrmwk0pXokQJc8kll2gPo5DNOYxezkPdVPiDrpfJBafRjz/+KHsUSgA2bdokRsm8efMkEo7DGOcvtTnDhg1LyLj99ttv8jrUYuPIouFxNOzD2G9hpFGGkFsaNCp6KI5ygyuuuMLs3bvXt/eb6uicCzeHxfqH1AF98803Zu7cuQel21jOPfdciQSxILBoRDfhy01ulYZ+XDh79uxpxo8fH+vbVJS0xuaCI4bihWuvvdZ8+umn5o477hBDiGgRoio9evRIyPvEqUIKXc2aNeV3UlHo+/HSSy8l5PWUvAXnF72wiA4pShggyomhQxootTc0bo2OzBcpUkQEZMiCIU04ETRs2FAcWMwrMmpee+01MYwAsQebBmdhT1W9evVcj0uU6L777pOf3TagVZS0NIhIdcEjgeJG8eLFc3wuvSaADuVeu5ITJWJy24npFrzZeJ6bN28uYWA8KBSUk7tuVe1orIa3xObJ0sAS444LNymAtWrVMpMmTZLH6EzNwmZrpSg6pzaDcDgpgBQhvvnmm/IY9VUsfgv+bbyGYYfhiCeJRROPC4sWoLJHaiEeJWjQoIFZtWqV1GXhqeH981zeJ98daU9W5QQ1P55HyhF1WC1atJDeHghUUKvB8ymStIsg9Vgc26Yk4ukglZHxK1eunEQDgO+b72v58uXyO8elloSNNfVgfG+kvthNNiH2pUuXyu/NmjUzM2fOFK8Vn4tj2YaghN/BhvWbNGki3iwihccff7x8Hor/ybvGkKZ/ji1UvfzyyyXVBg8c6ZVcBBhj4L1jXFvPGGPBeyftinOAceWYQGoD54E14rlYYKijvkY6w9VXXy3H/euvv6Sp6KmnniqfBzgfrDeQCyEGAwo91L/xPI7NJh6ImvK5rAIjz+W8Q3yEMWTzP2XKlMj84HOThw6kPjAWO3fulAsqXkibtlClShURMrGqRqRpcD6QqkFuM+NsPVh44rds2RKp1eBcZS5wHvB94aTg/QPvh++KKA00atRIGqpy4eTcw7PPazHOjB/zA2MJiORwrvIdk3bB8yZMmCAX0dKlS8s5QzNDwGtKES8pfMwnPivzhs/EZoIbc52x4/vj3OO4XPBbtWol8xFvJRGkMmXKSLoIYETxHaxYsUJ+b9mypZyjfK+k5ZKKR60SsAZw3jMnId3XCDvnEr1GcL7zPD4bz411jUCQAXSN+FjGjjU+njWCtYy1FRgb1gAvawTqkZzLrNGvv/66PMbczLxGMDc3btwY9xpB6hlRD7j44ovlmkC9YzLXCGqiEZri1rRpU4kW8ffMpX79+smawM92jbBzzo81gmMxjnzf9Hnju2POsB5wXcOhzHWU5/A9M94cI7c1gnOAucn1zp4vqbKPSOQawffNeKbTPuLQEKwRvA9XeNHy/ueff5wuXbo4xYoVc91DZO7cuaL/vWTJklyfu27dOnnuokWLIvddc801zqWXXupUrFjR6d27d45/r32IUpsVK1Yk+y2ECnpkMJ+KFi3qFCpUSOaiV5jnHKNSpUpOy5YtEz5uf/31l9O6dWsnX758zmuvvebbcZXkzrnbbrvNOeuss3QYfETXy+Dw999/O8OHD3fuvvtup2fPntL7bcuWLQkdtz///NO58MILndNPP93ZvXu3s3//fqdkyZJOkyZNZK8WK9OnT3eOOeYYWfcrV67sy3sNCzrnUpOE9CEiTY76IFLYsLCxvLjZHFOs3r59+4oFjQVH/QIyvljFeEdigYJrvGCZ+x0p4cN6IRR/sJ48pO/xPtWuXVvyyL2kQOCtgTvvvDMStUjkuOFtpRcSnlYKlpVwzDnW8MzpO0p86HqZ96AYhwed1iJ4pEnpJfpEBIQIEx7v1q1bS0SD6EYix41IDpHjkSNHStSI6ARpxrx2PGsnkQabao2XP/N7T+fzLp0/ezrgySB68cUXJQxKWJLaIHuzGyUmJOE+wo2ExCjMJnxow52xQAgRxRZCqoqiuIcQOb0ygPQA5iMpaaRxuAVRFMLdpI3kFRhFpAcQlo9u3KykJqSI4NBSg0hJVSMI44fz17YJ4UbKFOc16WykZrHWknJFmmuioaaTFEGwqX2AYdanTx/z/PPPR/rPeYU0tOHDh8vP0SIMrMekW3Gz6W6KEiYOIUxkQgL5kuQ1YrRF9z5SUgO8Upkl2JX4IDfc1u6Rz0zdybfffiu5tdToWRGD7MCIIkc4p+apiRg3NiFEibjwcoEmn5qcezYkbDioGVBSY86RVXDjjTfKhuqkk05K6GulE7peJh7qFnAKEYFBBRNDhCg79S4oYlJLwlpFLUNejhs1OLaOhvoI6jeslD0OaoylePZBbAsRjMD5jVMaMAqp77G1KPzOepxO6JwLt22gzSCUwGCL8RT/wAiiwBOjCOMIYwgopKXI0RbtZgfpIaS/5iR/n4hxI0pEZHn06NHyP+p2FMmWLVtW1OiU1JlzFLgydmoM+Yuul4mH6DhREpwwRIJYN8lYeeaZZyIiBV6MIb/GDeEACuUBQQgarAKF/FbYhSL5WMHhhGKwNYaAz0manuWVV14x6YbOuXCjBpESGPAgK/6DCgsqjyjHWO8IijiktWLwIKfNhTQrUH8hFdb2MwIuuHj97d9QR8jPeEr9hM0GkQWrFGVBrUhJnTmHwhLKQIq/6HqZeFA1Y+PfqVMnUd30Qz7bj3FDJZL0PNZhIHI1cOBAUf2ih1D79u2lbtRvyDCwzjHkxF2rd4UEnXPhRg0iJTDk1ptKiQ9S0KjnQCCBCycbVWqKHnroIUnBsNKg0bABQHKUuiPy5TF8SKPAUEEshajT9u3bxXvopTbJC0hNY3TZCAMGEXKkSvDnHBLfpFsSIVL8RdfL9B430tUQcGCTzs+kN+P4ot6TdZ6m2onKOrARKWSZc8oeCBs650KOEyJUdju12bdvX7LfQlqycOFCp3r16iJL2aJFC2fDhg0ZHt+2bZtTtmxZp0CBAk7jxo3lebVq1RKJV+575pln5D5uW7duTdj7REp2/PjxIiFeuHBh5+23307Ya6ULiZ5za9askfPi448/TujrpCO6XqYmiRi3Dz74wDn00ENlruXPnz+yHvfp08dJBEiK29c4/PDDpV1CbhLhYUDnXGqSENltRUkktsGXkrfQGA/5Vup1KCImlW7UqFGRx2l4Rx3IAw88ECmoJdpEw1IiTUiR0hgOie5YlY3c5rXTDJDmczTrwxN6/fXXS6NUJZhzjpoLSET6Trqj62VqkohxQx6bSDrCDzSGtfTu3VsadCfyM1BjhepedpDOR9o1Ij6pjs65cHNYWBUllNSDjtc6dsmD1DikZREwaNeunaRikDsPGDtdu3aVrtF0uG7btq3cP2TIEPPoo49KLjldqLkgJ3oM6YZNryJer3v37tJlnN5oGHZKsOYc3cchL86LdEPXy9QkUeM2aNAgaXlCDdG0adPEGcE6Pnv2bKkF9RPkvcuXL29OP/10SdcjlTq7z0QvSVTrcGil+hqgcy41cXvehUp2m15FJUuWlHoDRVEURVEURVHSm5NPPlnqWekZlhYGkTWKKORVFEVRFEVRFCW9OeKII3I0hkJpECmKoiiKoiiKorhFRRUURVEURVEURUlb1CBSFEVRFEVRFCVtUYNIURRFURRFUZS0RQ0iRVEURVEURVHSFjWIFEVRFEVRFEVJW9QgUjxDo7cmTZqYYsWKSbO1SZMmRR77888/zf3332/OPfdc85///Eeec9NNN5mffvopwzG2bdtmWrdubY499lhp2ti+fXuze/fuDM8ZNmyYOe2000ylSpXMggUL5D6ec/jhh5sJEyZkeG6rVq3kvaxfvz7D/TSO69mzp45yLuNmu3DT2O+EE06QxxcvXpylrH2XLl3kOQUKFDBXX321+eWXXzI859133zVnnXWWOfvss837778fub9o0aIHdSunCSyvNXPmzAz316lTx9x44406bi7mHCAW2qtXL/mOaaJL1/rVq1frnAsgu3btMnfddZesbYxVzZo1zeeff+5pLD/77DNz3nnnyfo2fPjwyP3Vq1ePNFO2DB06VM6ZUaNGZbif5soXX3xxwj5n2Pj777/lWkKvQ8bljDPOMH379pXxsujYBRPmCXMg841rGeh1TRGQ3VYUL3z44YfOQw895Lz99ttcCZyJEydGHtu+fbvToEED57XXXnNWrFjhfPbZZ07VqlWdKlWqZDhGw4YNnYoVKzrz58935syZ45x55pnOddddF3l8w4YNct+nn37qvPHGG07ZsmUjj1WvXt3p2LFjhuMVKVLEKVGihDNy5MjIfWvXrpX3N336dB3gXMYNRo8e7fTp08cZNmyYPL5o0aKDvrdOnTrJ9zxt2jTniy++kLGoWbNm5PF9+/Y5xYsXd6ZOnep8/PHH8vP+/fvlsVatWjmXXXZZhuNxbnC83r17R+7bu3evkz9/fmfEiBE6bi7mHDzxxBPOcccd50yaNMlZsmSJ07RpU6dkyZLyXeqcCxYtW7Z0ypUr58yaNctZvXq1nPvHHnus88MPP7geS9bDN99805k3b55zxhlnON9//73c36NHD+fss88+6PWYY23atMlw/2mnneb06tUrTz5zGOjfv79zwgknOO+//76zbt06uS4VKFDAGTx4cOQ5OnbBZPPmzc7PP/8cuXF9Yh2dMWOGPK7XNQXUIFLiIqvNWWYWLlwoz8PIgeXLl8vvn3/+eeQ5H330kXPIIYc4P/74o/y+dOlS5/zzz3d2794ths3pp58eee4DDzyQ4aLP8dhAPPbYYxku+myo2VhHbySU3MeNi31WBhHG7uGHHy4bAcu3334rz8XwhR07dshGa8uWLXJj3Hbu3CmPvfTSS7KB+PPPP+V37ud4zz33nFO7du3IMTFgOSbvQ8l97P755x/n5JNPdp566qkMY8W5/7///U/nXIDYs2ePky9fPtlUR1O5cmUxeN2MJZx66qmyLrI+sk4uW7ZM7p8yZYqcH2z6op1Fzz//vMzLzM4iuyFUcqdx48bOzTffnOG+5s2bO61bt5afdexShzvvvFMcCYyZXtcUi6bMKQlnx44dEp4mNc6me/Dz+eefH3kOaSGHHnpoJDXunHPOMRUqVDDHHXecKV++vOnXr1/kuXXr1jUrV640P//8s/w+Y8YMc9FFF5l69eplSL3i/ho1auTanVhxx5dffikpkYyVpUyZMubUU0+VMQVSINu1ayfpPqR33XbbbeaYY46JjBspjzY9aM6cOZJaR9od407agh03Uhy4Kbmzbt06s2nTpgzjwrypVq1aZFx0zgWDv/76S1KvMq9JpGDNnTvX1VgCKXVly5aVx0iTK1eunNx/4YUXSkoxcwiWL19u9u7dKynJW7duleMDj/MeWB8Vd5DaOG3aNLNq1Sr5fcmSJTJmjRo1kt917FKDP/74w4wdO9bcfPPNsi/R65piUYNISShscqkpuu6662SzDFzwCxcunOF5hx12mClUqJA8ZiE3nvoULuTUG1m46B9xxBER44f/a9eubapUqWJ+/fXXyEV/1qxZsglX/IGx4Xu3hq2lSJEiGcatd+/eMg6MW/fu3SP3ly5d2pxyyikHjdvJJ5+cwajifh03b+NixyG7cdE5FwxwDmCEUHtCXSXGEZszzn0cPG7GEqyBs2XLFjNkyJDI/dRtVq1aNcMcw1mUP39+2dBH38/74H7FHdQ7UquKEwijk9pWasHstUnHLjWg/nL79u1SQwd6XVMsahApCYNoQsuWLaXQ9MUXX4zpGBTv4z2N5uijjzYXXHBB5OKO4UMRPkaVveivXbvWfP/997qxThJ4rm1kKBrGKXpTxu+AYcTveLOJFqlBlDx0ziWWMWPGyJqIcwCD5NlnnxWHERFyL2D8HH/88Z7nmL1f55g3Xn/9dTNu3Dgzfvx489VXX5lXX33V/Pe//5X/vaJjlzxwtBLVI4PBK3pdCzdqECkJNYY2bNhgpk6dGokOARGBzZs3H5RKgvIcj7mBizlpH8uWLZNNdOXKlSMXfe7nhuFEqoniD4wN6QZ416Ihiudl3ObNmyfe7UWLFsl4RY/bp59+Kq9B+qPiflzsOGQ3LjrnggPqZDhxSB/duHGjWbhwoayXpUqVcjWWbuYYaV0//vhjJAobbRCtWbNGXlfnmDfuu+++SJQIFVVUMLt162Yef/xxeVzHLviwH/nkk0/MLbfcErlPr2uKRQ0iJWHGEFKxLD54nKMhVYNNNbm7lunTp5t//vnHtQHDRZ/j460jJSRfvnxyf61atWSzwYXfptYp/kBKIqki5NFbqOUiEue2FoFx+/33383AgQMlhc6mTjJubAw/+uijSGqd4g5kgLmoR4/Lzp07JdJmx0XnXPAgSkCt3W+//WamTJlirrzySldjmRtEyVn3XnjhBUlZZt4CUXVS7EaMGBFJrVPcs2fPnoOieFx3uG6Bjl3wGTlypFxzGjduHLlPr2tKhIi8gqK4ZNeuXaJAxo1TaODAgfIzKnJ//PGHyMQit7x48eIMUpdWftnKbleqVMlZsGCBM3fuXKd06dIZZLdzw0ozH3PMMSJ1Gi37fOSRR8r9qM4p7sYNtm7dKr9/8MEH8viECRPk92jFKuRJUbhCCQ7Z7Ro1asjNC/w948OxokFamPtvvfVWHTaPY8ccKFiwoPPOO+84X3/9tXPllVdmKbutcy75TJ48WVQ1UXpDmp72A9WqVZO10+1Y5katWrVkLjHm0dStW1fuv/TSS33/XGEHBdNTTjklIruNBP6JJ57odO/ePfIcHbvg8vfff8u15/777z/oMb2uKaAGkeIZpFrZlGW+ccGwks1Z3aIlXtl8YwAhw0wPjnbt2smmzwtINXNcehlFU6dOnQxS0Eru4wb0cMrq8cw9gjp37uwcf/zxztFHH+00a9Ysg8HkBl7PGlzRtG3bVu6PlhdW3I0d8rE9e/YUiWUcBfXr13dWrlyZ4evTORcM6NFWqlQp54gjjhCJ7S5duoj0r8XNWOYGc5bzI9pZBI888ojc//jjj/v2edIF2gQg18ymGqcbY4hUerSjT8cuuFhJ+qzmkl7XFDiEf/4/XqQoiqIoiqIoipI+aA2RoiiKoiiKoihpixpEiqIoiqIoiqKkLWoQKYqiKIqiKIqStqhBpCiKoiiKoihK2qIGkaIoiqIoiqIoaYsaRIqiKIqiKIqipC1qECmKoiiKoiiKkraoQaQoiqIoiqIoStqiBpGiKIqiKIqiKGmLGkSKoiiKoiiKoqQtahApiqIoiqIoipK2qEGkKIqiKIqiKIpJV/4Pbz2wn0OKsmYAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Vertices\n",
+    "verts = [\n",
+    "    [0.02974582, -0.74469018, 0.66674712],\n",
+    "    [0.1534193, -0.88744577, 0.43462917],\n",
+    "    [0.18363692, -0.72230586, 0.66674712],\n",
+    "]\n",
+    "\n",
+    "# Load vertices into a UXarray Grid object\n",
+    "vgrid = ux.open_grid(verts, latlon=False)\n",
+    "\n",
+    "# Create figure with Cartopy projection\n",
+    "fig, ax = plt.subplots(figsize=(10, 6), subplot_kw={\"projection\": ccrs.PlateCarree()})\n",
+    "\n",
+    "# Plot the grid points (nodes)\n",
+    "ax.scatter(\n",
+    "    vgrid.node_lon,\n",
+    "    vgrid.node_lat,\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    color=\"red\",\n",
+    "    s=10,\n",
+    "    label=\"Grid Points\",\n",
+    ")\n",
+    "\n",
+    "# Add grid lines by connecting nodes using face-node connectivity\n",
+    "for face in vgrid.face_node_connectivity:\n",
+    "    face_nodes = face[face >= 0]  # Ignore invalid (-1) indices\n",
+    "    lons = vgrid.node_lon[face_nodes]\n",
+    "    lats = vgrid.node_lat[face_nodes]\n",
+    "    # Close the loop by adding the first point at the end\n",
+    "    lons = np.append(lons, lons[0])\n",
+    "    lats = np.append(lats, lats[0])\n",
+    "    ax.plot(\n",
+    "        lons, lats, transform=ccrs.PlateCarree(), color=\"blue\", linewidth=0.7, alpha=0.7\n",
+    "    )\n",
+    "\n",
+    "# Set extent to show only the USA\n",
+    "ax.set_extent([-130, -60, 24, 50], crs=ccrs.PlateCarree())\n",
+    "\n",
+    "# Add geographic features\n",
+    "ax.add_feature(cfeature.BORDERS, linestyle=\"--\", edgecolor=\"black\")  # Country borders\n",
+    "ax.add_feature(cfeature.COASTLINE, edgecolor=\"black\")  # Coastlines\n",
+    "ax.add_feature(cfeature.STATES, linestyle=\":\", edgecolor=\"gray\")  # US State boundaries\n",
+    "\n",
+    "# Add gridlines\n",
+    "gl = ax.gridlines(draw_labels=True, linestyle=\"--\", linewidth=0.5, color=\"gray\")\n",
+    "gl.right_labels = False\n",
+    "gl.top_labels = False\n",
+    "\n",
+    "plt.title(\n",
+    "    \"UXarray Grid of Just One Triangle (Chicago, Miami, Newburgh NY) Over the USA\"\n",
+    ")\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now compute the area of the above triangle with and without correction and compare, also use higher quadrature"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.409243Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.409120Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.422995Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.422343Z"
+    },
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Percentage correction due to line of constant latitude being one of the edges: 1.2576%\n"
+     ]
+    }
+   ],
+   "source": [
+    "area = vgrid.calculate_total_face_area()\n",
+    "corrected_area = vgrid.calculate_total_face_area(latitude_adjusted_area=True)\n",
+    "percentage_correction = (corrected_area - area) / corrected_area * 100\n",
+    "print(\n",
+    "    f\"Percentage correction due to line of constant latitude being one of the edges: {percentage_correction:.4f}%\"\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.424458Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.424305Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.427191Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.426753Z"
+    },
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Area calculated using Gaussian Quadrature Order 2:  0.022165612979716153\n",
+      "Percentage difference between gaussian area above and corrected area: 1.2599%\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Calculate the area of the triangle with lower gaussian quadrature order\n",
+    "area_gaussian = vgrid.calculate_total_face_area(quadrature_rule=\"gaussian\", order=2)\n",
+    "print(\"Area calculated using Gaussian Quadrature Order 2: \", area_gaussian)\n",
+    "\n",
+    "print(\n",
+    "    \"Percentage difference between gaussian area above and corrected area: {:.4f}%\".format(\n",
+    "        (corrected_area - area_gaussian) / corrected_area * 100\n",
+    "    )\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 5. Calculate Area from Multiple Faces in Spherical Coordinates\n",
+    "\n",
+    "Similar to above, we can construct a `Grid` object with multiple faces by passing through a set of vertices. Here we define 3 six-sided faces."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.428495Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.428394Z",
+     "iopub.status.idle": "2026-07-17T18:49:21.431001Z",
+     "shell.execute_reply": "2026-07-17T18:49:21.430669Z"
+    },
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [],
+   "source": [
+    "faces_verts_ndarray = np.array(\n",
+    "    [\n",
+    "        np.array(\n",
+    "            [\n",
+    "                [150, 10, 0],\n",
+    "                [160, 20, 0],\n",
+    "                [150, 30, 0],\n",
+    "                [135, 30, 0],\n",
+    "                [125, 20, 0],\n",
+    "                [135, 10, 0],\n",
+    "            ]\n",
+    "        ),\n",
+    "        np.array(\n",
+    "            [\n",
+    "                [125, 20, 0],\n",
+    "                [135, 30, 0],\n",
+    "                [125, 60, 0],\n",
+    "                [110, 60, 0],\n",
+    "                [100, 30, 0],\n",
+    "                [105, 20, 0],\n",
+    "            ]\n",
+    "        ),\n",
+    "        np.array(\n",
+    "            [\n",
+    "                [95, 10, 0],\n",
+    "                [105, 20, 0],\n",
+    "                [100, 30, 0],\n",
+    "                [85, 30, 0],\n",
+    "                [75, 20, 0],\n",
+    "                [85, 10, 0],\n",
+    "            ]\n",
+    "        ),\n",
+    "    ]\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We want our units to be spherical, so we pass through `latlon=True`. Additionally, if `latlon` is not passed through, it will default to spherical coordinates."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "collapsed": false,
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:49:21.432293Z",
+     "iopub.status.busy": "2026-07-17T18:49:21.432200Z",
+     "iopub.status.idle": "2026-07-17T18:49:23.959154Z",
+     "shell.execute_reply": "2026-07-17T18:49:23.958601Z"
+    },
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
+      "text/html": [
+       "<div id='c84400ac-2e64-492e-8be5-59f6143198dd'>\n",
+       "  <div id=\"dea25077-7b3c-4a73-9bd8-38b1750550cf\" data-root-id=\"c84400ac-2e64-492e-8be5-59f6143198dd\" style=\"display: contents;\"></div>\n",
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+       "  var render_items = [{\"docid\":\"38709034-88d1-4204-b2cd-f43cefbf95b3\",\"roots\":{\"c84400ac-2e64-492e-8be5-59f6143198dd\":\"dea25077-7b3c-4a73-9bd8-38b1750550cf\"},\"root_ids\":[\"c84400ac-2e64-492e-8be5-59f6143198dd\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2384,10 +2512,10 @@
        ":Path   [Longitude,Latitude]"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "7a52a20f-a767-4c77-ac26-6c32fc2ddbd2"
+       "id": "c84400ac-2e64-492e-8be5-59f6143198dd"
       }
      },
      "output_type": "execute_result"
@@ -2402,14 +2530,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {
     "collapsed": false,
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.678060Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.677967Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.682171Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.681711Z"
+     "iopub.execute_input": "2026-07-17T18:49:23.960745Z",
+     "iopub.status.busy": "2026-07-17T18:49:23.960589Z",
+     "iopub.status.idle": "2026-07-17T18:49:23.964871Z",
+     "shell.execute_reply": "2026-07-17T18:49:23.964478Z"
     },
     "jupyter": {
      "outputs_hidden": false
@@ -2480,13 +2608,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.683569Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.683480Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.686993Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.686559Z"
+     "iopub.execute_input": "2026-07-17T18:49:23.966283Z",
+     "iopub.status.busy": "2026-07-17T18:49:23.966194Z",
+     "iopub.status.idle": "2026-07-17T18:49:23.969648Z",
+     "shell.execute_reply": "2026-07-17T18:49:23.969287Z"
     }
    },
    "outputs": [
@@ -2547,13 +2675,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.688091Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.688009Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.746370Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.745963Z"
+     "iopub.execute_input": "2026-07-17T18:49:23.971058Z",
+     "iopub.status.busy": "2026-07-17T18:49:23.970973Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.034358Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.033943Z"
     }
    },
    "outputs": [
@@ -2566,12 +2694,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='0534c627-d93e-48ae-a092-43ce8037822b'>\n",
-       "  <div id=\"b7a552bf-f434-4588-995e-ef9c0a380bea\" data-root-id=\"0534c627-d93e-48ae-a092-43ce8037822b\" style=\"display: contents;\"></div>\n",
+       "<div id='0e1bc905-d6cd-45ad-a2af-5201c9640e2d'>\n",
+       "  <div id=\"c285334c-ca80-41ad-a831-6133b0befcce\" data-root-id=\"0e1bc905-d6cd-45ad-a2af-5201c9640e2d\" style=\"display: contents;\"></div>\n",
        "</div>\n",
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+       "  var render_items = [{\"docid\":\"20ea9a5a-a5f3-4ecb-99f3-2b1eacd9681e\",\"roots\":{\"0e1bc905-d6cd-45ad-a2af-5201c9640e2d\":\"c285334c-ca80-41ad-a831-6133b0befcce\"},\"root_ids\":[\"0e1bc905-d6cd-45ad-a2af-5201c9640e2d\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2641,10 +2769,10 @@
        ":Path   [Longitude,Latitude]"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 16,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "0534c627-d93e-48ae-a092-43ce8037822b"
+       "id": "0e1bc905-d6cd-45ad-a2af-5201c9640e2d"
       }
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      "output_type": "execute_result"
@@ -2665,13 +2793,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.747603Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.747522Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.750464Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.750076Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.035786Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.035680Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.038938Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.038325Z"
     }
    },
    "outputs": [],
@@ -2683,13 +2811,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.751605Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.751526Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.753662Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.753291Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.040233Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.040094Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.042498Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.042051Z"
     }
    },
    "outputs": [],
@@ -2704,13 +2832,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.754907Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.754828Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.756955Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.756547Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.043546Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.043468Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.045629Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.045201Z"
     }
    },
    "outputs": [
@@ -2748,13 +2876,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.758146Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.758067Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.819879Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.819470Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.046808Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.046705Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.113897Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.113305Z"
     }
    },
    "outputs": [
@@ -2767,12 +2895,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='73e06826-f249-4c96-b1cd-7ef809909c93'>\n",
-       "  <div id=\"bf653815-cc98-4843-9722-d0fdede335a2\" data-root-id=\"73e06826-f249-4c96-b1cd-7ef809909c93\" style=\"display: contents;\"></div>\n",
+       "<div id='b0332e89-4a83-4e88-bf01-9cebd12d3c13'>\n",
+       "  <div id=\"ffd74728-b1c5-4ffb-8796-ecc53da42356\" data-root-id=\"b0332e89-4a83-4e88-bf01-9cebd12d3c13\" style=\"display: contents;\"></div>\n",
        "</div>\n",
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+       "  var render_items = [{\"docid\":\"db22d0f6-5b10-4dcb-98b9-9db2f26c3c1a\",\"roots\":{\"b0332e89-4a83-4e88-bf01-9cebd12d3c13\":\"ffd74728-b1c5-4ffb-8796-ecc53da42356\"},\"root_ids\":[\"b0332e89-4a83-4e88-bf01-9cebd12d3c13\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2842,10 +2970,10 @@
        ":Path   [Longitude,Latitude]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 20,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "73e06826-f249-4c96-b1cd-7ef809909c93"
+       "id": "b0332e89-4a83-4e88-bf01-9cebd12d3c13"
       }
      },
      "output_type": "execute_result"
@@ -2963,13 +3091,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.821283Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.821192Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.823632Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.823268Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.115129Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.115035Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.117544Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.117189Z"
     }
    },
    "outputs": [
@@ -3009,13 +3137,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.824904Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.824816Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.886310Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.885920Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.118808Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.118722Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.185089Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.184668Z"
     }
    },
    "outputs": [
@@ -3035,12 +3163,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='eb74274e-dec1-40cc-ac61-8ea49bfe26be'>\n",
-       "  <div id=\"d60f2fee-c688-49cb-ae5b-b96e9cce5a27\" data-root-id=\"eb74274e-dec1-40cc-ac61-8ea49bfe26be\" style=\"display: contents;\"></div>\n",
+       "<div id='5b47e672-3cf8-41e2-882d-8e263304bc40'>\n",
+       "  <div id=\"e7e89ac1-2b54-43aa-9c04-853f951667b3\" data-root-id=\"5b47e672-3cf8-41e2-882d-8e263304bc40\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
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Correction)\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"}},\"renderers\":[{\"type\":\"object\",\"name\":\"GlyphRenderer\",\"id\":\"02eb28c1-3df2-4d63-8efe-bf55499e3b42\",\"attributes\":{\"data_source\":{\"type\":\"object\",\"name\":\"ColumnDataSource\",\"id\":\"b4954091-b824-4b1a-8b66-93a6b8c33c63\",\"attributes\":{\"selected\":{\"type\":\"object\",\"name\":\"Selection\",\"id\":\"932c1092-89d2-45e3-9732-cee8acec8a29\",\"attributes\":{\"indices\":[],\"line_indices\":[]}},\"selection_policy\":{\"type\":\"object\",\"name\":\"UnionRenderers\",\"id\":\"9c686b58-2510-45c1-8ea8-d69b0bd01871\"},\"data\":{\"type\":\"map\",\"entries\":[[\"xs\",[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAA/2NgAIKEiAMgiuFBKIReEAKhFcIhNFAeAMNtT0IoAAAA\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]],[\"ys\",[{\"type\":\"ndarray\",\"array\":{\"type\":\"bytes\",\"data\":\"H4sIAAEAAAAA/2NgAAEHBzDFYA+hGxyhfCco7eAAAPfeSu0oAAAA\"},\"shape\":[5],\"dtype\":\"float64\",\"order\":\"little\"}]]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"ef9ffbc1-b682-4a11-bdc4-1f9f0aaf4a97\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"2260a408-a331-4553-92fe-878810cf5446\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"215c1b2f-601b-44bf-a672-913c3447f955\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"649c92b8-cac0-4ddc-9ad7-82d8188ac46b\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_color\":{\"type\":\"value\",\"value\":\"black\"},\"line_alpha\":{\"type\":\"value\",\"value\":1.0},\"line_width\":{\"type\":\"value\",\"value\":1},\"line_join\":{\"type\":\"value\",\"value\":\"bevel\"},\"line_cap\":{\"type\":\"value\",\"value\":\"butt\"},\"line_dash\":{\"type\":\"value\",\"value\":[]},\"line_dash_offset\":{\"type\":\"value\",\"value\":0}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"c4c1b854-4f96-4df6-91ef-846ba18bc8a5\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.1}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"MultiLine\",\"id\":\"457c8ed9-f50d-48e6-b79f-edda634d2fa4\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"xs\":{\"type\":\"field\",\"field\":\"xs\"},\"ys\":{\"type\":\"field\",\"field\":\"ys\"},\"line_alpha\":{\"type\":\"value\",\"value\":0.2}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"16b4f70f-a419-4433-9ced-ef24fe7f1dd9\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"b6d00875-e28a-4735-9504-af47749cc6ea\",\"attributes\":{\"renderers\":\"auto\",\"zoom_on_axis\":false}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"f8c8167b-5c1e-4651-a656-d586adb256ee\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"22dd1b07-f96b-4a67-b2f1-7f7c6eff125b\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"b558928f-3944-437a-9d4f-f7bc39ef8c4b\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"a294d0b7-dd1e-43f9-9d2d-ff755a2364ea\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"d1d3467e-5194-42d2-bd3a-b080288a450b\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"cf88ad53-186b-4190-bc1f-f26c634e9aae\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"d1a76d8e-63df-41b3-b30a-92144680f4a9\"}],\"active_drag\":{\"id\":\"cf88ad53-186b-4190-bc1f-f26c634e9aae\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"a6079008-aa01-460d-adfb-8ca7ec21ad7f\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"e37b9b2b-c97f-4b2f-880d-d7e576413c92\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"62447c97-c210-4c77-873d-688dbfb6790a\"},\"axis_label\":\"Latitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"6e2b646d-4bd5-4491-8c68-e403e7c7c801\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"0e88bf16-0180-48d5-a219-49d42dea2fdb\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"16a9f491-c274-4a15-a537-c29fa5a5950f\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"a144f8fa-5104-4f73-80ef-3aafe59d2d88\"},\"axis_label\":\"Longitude\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"d9b489a2-497b-4b8a-b303-23ba415c2f86\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"6d431a0e-2a0c-4244-a5ff-6341ce949121\",\"attributes\":{\"axis\":{\"id\":\"0e88bf16-0180-48d5-a219-49d42dea2fdb\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"bd6f1584-7956-4a40-9f75-7c923cb6b2a9\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"a6079008-aa01-460d-adfb-8ca7ec21ad7f\"},\"grid_line_color\":null}}],\"frame_width\":1012,\"frame_height\":300,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"36b4e33b-6f09-4537-8245-260124579d08\",\"attributes\":{\"name\":\"HSpacer00694\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n  background-color: #c3c3c3;\\n  mask-size: auto calc(min(50%, 300px));\\n  -webkit-mask-size: auto calc(min(50%, 300px));\\n}\",{\"id\":\"e9997bd5-8d47-4c9b-9c37-bbf965509ea5\"},{\"id\":\"192c2a52-f160-47d2-97c4-f8ef28a7ef6d\"},{\"id\":\"28d82577-82b7-4969-9fff-8cdf65658d62\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas 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fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"a33effa3-883c-4496-97af-5b4817ccf81d\",\"roots\":{\"5b47e672-3cf8-41e2-882d-8e263304bc40\":\"e7e89ac1-2b54-43aa-9c04-853f951667b3\"},\"root_ids\":[\"5b47e672-3cf8-41e2-882d-8e263304bc40\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -3110,10 +3238,10 @@
        ":Path   [Longitude,Latitude]"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 22,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "eb74274e-dec1-40cc-ac61-8ea49bfe26be"
+       "id": "5b47e672-3cf8-41e2-882d-8e263304bc40"
       }
      },
      "output_type": "execute_result"
@@ -3144,13 +3272,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.887501Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.887422Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.889602Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.889168Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.186495Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.186389Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.188917Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.188351Z"
     }
    },
    "outputs": [
@@ -3182,13 +3310,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.890910Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.890824Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.908008Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.907640Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.190589Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.190486Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.210654Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.210173Z"
     }
    },
    "outputs": [
@@ -3202,7 +3330,7 @@
        "    inverse_gaussian  (n_face) float32 780B ..."
       ]
      },
-     "execution_count": 23,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3214,13 +3342,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.909200Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.909125Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.920381Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.919964Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.211794Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.211715Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.224317Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.223649Z"
     }
    },
    "outputs": [
@@ -4323,7 +4451,7 @@
        "    face_lat          float32 4B 1.512e+08\n",
        "    face_lon          float32 4B 1.218e+11\n",
        "    gaussian          float32 4B 6.714e+10\n",
-       "    inverse_gaussian  float32 4B 8.804e+10</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d3efabe6-7a70-4fc0-adfb-1180fbd4f402' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-d3efabe6-7a70-4fc0-adfb-1180fbd4f402' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'></div></li><li class='xr-section-item'><input id='section-fcc9ee03-c762-4a13-bdba-687291de71a7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-fcc9ee03-c762-4a13-bdba-687291de71a7' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-26213399-8459-4ed8-b3d9-91c80756b074' class='xr-section-summary-in' type='checkbox' checked /><label for='section-26213399-8459-4ed8-b3d9-91c80756b074' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.512e+08</div><input id='attrs-f6da6286-47fb-455e-b2bb-a86475d548d0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f6da6286-47fb-455e-b2bb-a86475d548d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd1c0ee9-0d1a-4700-8221-e7cd5854b473' class='xr-var-data-in' type='checkbox'><label for='data-bd1c0ee9-0d1a-4700-8221-e7cd5854b473' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.5116288e+08, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.218e+11</div><input id='attrs-c444e51a-7f08-47dd-bc5c-eec57cbeee55' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c444e51a-7f08-47dd-bc5c-eec57cbeee55' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1df882a-c128-4c28-a43b-61a98f13fb9f' class='xr-var-data-in' type='checkbox'><label for='data-c1df882a-c128-4c28-a43b-61a98f13fb9f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.2180713e+11, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>6.714e+10</div><input id='attrs-293f1aa3-5e60-4428-bede-c0460f65479e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-293f1aa3-5e60-4428-bede-c0460f65479e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45e6da4f-bb66-4bdf-8802-e049719a47ad' class='xr-var-data-in' type='checkbox'><label for='data-45e6da4f-bb66-4bdf-8802-e049719a47ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>inverse_gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>8.804e+10</div><input id='attrs-6b880df6-3022-42a5-b5a0-b0cea8aec905' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6b880df6-3022-42a5-b5a0-b0cea8aec905' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ba9ef6f-84a0-4a7f-be9f-c06b240f0859' class='xr-var-data-in' type='checkbox'><label for='data-4ba9ef6f-84a0-4a7f-be9f-c06b240f0859' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(8.803587e+10, dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b70c7536-2778-493b-bd92-ac57a61f2459' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b70c7536-2778-493b-bd92-ac57a61f2459' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-26a15e08-255d-46ef-b1e8-f278ce21a6c7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-26a15e08-255d-46ef-b1e8-f278ce21a6c7' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "    inverse_gaussian  float32 4B 8.804e+10</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-bc28b9ec-ab8d-4930-bcfc-c7780d3a653f' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-bc28b9ec-ab8d-4930-bcfc-c7780d3a653f' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'></div></li><li class='xr-section-item'><input id='section-24c36a84-b4a3-4255-88d4-ec28ac0dc06c' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-24c36a84-b4a3-4255-88d4-ec28ac0dc06c' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-a01da890-e833-4288-a488-749871ba86de' class='xr-section-summary-in' type='checkbox' checked /><label for='section-a01da890-e833-4288-a488-749871ba86de' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.512e+08</div><input id='attrs-bbc5be17-d73f-4838-a4f3-0b4d63f2e2f5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bbc5be17-d73f-4838-a4f3-0b4d63f2e2f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6fd56b9-789f-44a3-9bf8-7884ee97768d' class='xr-var-data-in' type='checkbox'><label for='data-f6fd56b9-789f-44a3-9bf8-7884ee97768d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.5116288e+08, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.218e+11</div><input id='attrs-c20d907d-8b7c-4ec1-80db-c6a098b0fba0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c20d907d-8b7c-4ec1-80db-c6a098b0fba0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5c931e22-3159-4463-a808-b5d99cc0eccc' class='xr-var-data-in' type='checkbox'><label for='data-5c931e22-3159-4463-a808-b5d99cc0eccc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1.2180713e+11, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>6.714e+10</div><input id='attrs-0e2ac0df-d4f5-4d26-b817-5dcdaf4641b3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0e2ac0df-d4f5-4d26-b817-5dcdaf4641b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fdeeb0fd-5523-41c5-9b3f-70cad1a0f4b4' class='xr-var-data-in' type='checkbox'><label for='data-fdeeb0fd-5523-41c5-9b3f-70cad1a0f4b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>inverse_gaussian</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>8.804e+10</div><input id='attrs-505a9242-78d6-4f73-83ee-7f1660a21dc9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-505a9242-78d6-4f73-83ee-7f1660a21dc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-881a6482-99f2-4ff6-88d0-4ecfa3167d3e' class='xr-var-data-in' type='checkbox'><label for='data-881a6482-99f2-4ff6-88d0-4ecfa3167d3e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(8.803587e+10, dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ae973e4b-b053-42ee-bd23-6a6b4f864998' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ae973e4b-b053-42ee-bd23-6a6b4f864998' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-1e75bd39-2bfa-4573-b84e-30408061e92d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-1e75bd39-2bfa-4573-b84e-30408061e92d' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
        "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
@@ -4893,19 +5021,19 @@
        "  * face_y: (195,)\n",
        "  * face_z: (195,)\n",
        "Grid Connectivity Variables:\n",
-       "  * face_node_connectivity: (195, 10)\n",
-       "  * face_edge_connectivity: (195, 10)\n",
        "  * edge_node_connectivity: (636, 2)\n",
-       "  * edge_face_connectivity: (636, 2)\n",
        "  * node_edge_connectivity: (442, 3)\n",
+       "  * edge_face_connectivity: (636, 2)\n",
+       "  * face_node_connectivity: (195, 10)\n",
+       "  * face_edge_connectivity: (195, 10)\n",
        "Grid Descriptor Variables:\n",
        "  * face_areas: (195,)\n",
        "  * n_nodes_per_face: (195,)\n",
        "  * edge_face_distances: (636,)\n",
        "  * edge_node_distances: (636,)\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ee95d3f8-6a8c-4b82-a4c9-9fa28906aad0' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ee95d3f8-6a8c-4b82-a4c9-9fa28906aad0' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-844233d8-ed7f-4fd1-b32a-565b187853b4' class='xr-section-summary-in' type='checkbox' /><label for='section-844233d8-ed7f-4fd1-b32a-565b187853b4' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-c64d1fc1-f95f-4e44-b71e-70fec603474e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c64d1fc1-f95f-4e44-b71e-70fec603474e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f07a264-ef96-4fb3-8bdb-0b339e812761' class='xr-var-data-in' type='checkbox'><label for='data-6f07a264-ef96-4fb3-8bdb-0b339e812761' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
-       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a2336183-0b17-41db-9fe4-4bc55a9d7cf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a2336183-0b17-41db-9fe4-4bc55a9d7cf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abf3d581-0322-4a2a-a4cf-11b2651718f3' class='xr-var-data-in' type='checkbox'><label for='data-abf3d581-0322-4a2a-a4cf-11b2651718f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-56e8e9fd-be7b-45af-96fc-cff21539cebe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-56e8e9fd-be7b-45af-96fc-cff21539cebe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af776771-afdc-4205-a252-9665b2123264' class='xr-var-data-in' type='checkbox'><label for='data-af776771-afdc-4205-a252-9665b2123264' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
-       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-59df7ab7-ee4d-4007-bd68-601d3cd575e4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-59df7ab7-ee4d-4007-bd68-601d3cd575e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28507275-da0e-4e0b-b43c-e42e4372f6fb' class='xr-var-data-in' type='checkbox'><label for='data-28507275-da0e-4e0b-b43c-e42e4372f6fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-9dd4f65a-2a8d-48f8-97b2-2e9945244f64' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9dd4f65a-2a8d-48f8-97b2-2e9945244f64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3197614d-f0a0-44df-8d42-94daac40aa6b' class='xr-var-data-in' type='checkbox'><label for='data-3197614d-f0a0-44df-8d42-94daac40aa6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9604886a-52d4-481d-ba05-044214c859c4' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-9604886a-52d4-481d-ba05-044214c859c4' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-b8aacee9-efc3-4f38-bf84-84428a5575c2' class='xr-section-summary-in' type='checkbox' /><label for='section-b8aacee9-efc3-4f38-bf84-84428a5575c2' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-efcdcc37-60ee-4fc1-bb20-4cef96f4a1f5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-efcdcc37-60ee-4fc1-bb20-4cef96f4a1f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7039d3cd-d184-41d6-b19f-528cef09182d' class='xr-var-data-in' type='checkbox'><label for='data-7039d3cd-d184-41d6-b19f-528cef09182d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
+       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d9338689-c143-4cbb-bac4-5d4bb071635d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d9338689-c143-4cbb-bac4-5d4bb071635d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eba4044e-ecaa-4a29-a199-7fe79be9d9aa' class='xr-var-data-in' type='checkbox'><label for='data-eba4044e-ecaa-4a29-a199-7fe79be9d9aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-51b54067-8a1f-45e6-8c32-21abdf8bf82e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-51b54067-8a1f-45e6-8c32-21abdf8bf82e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc28178e-ba73-42a0-9508-864734f1547b' class='xr-var-data-in' type='checkbox'><label for='data-dc28178e-ba73-42a0-9508-864734f1547b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
+       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-973a79e2-d0b9-4add-a4e3-7c790a1fa80c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-973a79e2-d0b9-4add-a4e3-7c790a1fa80c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91486d53-9f79-44b6-8b42-3792a97168a6' class='xr-var-data-in' type='checkbox'><label for='data-91486d53-9f79-44b6-8b42-3792a97168a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-3e3514a4-ca49-4ee7-bccc-95b358bf17cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3e3514a4-ca49-4ee7-bccc-95b358bf17cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14303364-df93-4cb8-b8ec-2f794db3f2ba' class='xr-var-data-in' type='checkbox'><label for='data-14303364-df93-4cb8-b8ec-2f794db3f2ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
        "       43.588165, 43.590546, 43.72809 , 43.73056 , 43.86789 , 43.870453,\n",
        "       43.873077, 44.007584, 44.010223, 44.012955, 44.147156, 44.149902,\n",
        "       44.15271 , 44.155594, 44.28946 , 44.292343, 44.29532 , 44.428894,\n",
@@ -4937,7 +5065,25 @@
        "       46.285843, 46.290985, 46.41957 , 46.424683, 46.4299  , 46.558228,\n",
        "       46.5634  , 46.568695, 46.70201 , 46.707367, 46.84053 , 46.845947,\n",
        "       46.984406, 44.73877 , 45.162277, 45.30626 , 44.878677, 45.022537,\n",
-       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-199c1f7c-a06b-4b60-9f34-ca1e44d56c00' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-199c1f7c-a06b-4b60-9f34-ca1e44d56c00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a4d4002-4d5a-422a-a83a-21342b2e461f' class='xr-var-data-in' type='checkbox'><label for='data-5a4d4002-4d5a-422a-a83a-21342b2e461f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5de1a7a8-a36d-49d8-a0cd-eae0a9153784' class='xr-section-summary-in' type='checkbox' /><label for='section-5de1a7a8-a36d-49d8-a0cd-eae0a9153784' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d95738bc-42ad-4466-bf69-55efc7ae4c03' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d95738bc-42ad-4466-bf69-55efc7ae4c03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca6dbc59-850d-4bb3-b2a3-550dd5883a91' class='xr-var-data-in' type='checkbox'><label for='data-ca6dbc59-850d-4bb3-b2a3-550dd5883a91' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-998a4670-3a47-488c-9ed2-8508951e2390' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-998a4670-3a47-488c-9ed2-8508951e2390' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4cff3d81-170a-413a-b637-7188e9a96529' class='xr-var-data-in' type='checkbox'><label for='data-4cff3d81-170a-413a-b637-7188e9a96529' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3b41e4fd-2ff9-499e-835c-49ada631cf65' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3b41e4fd-2ff9-499e-835c-49ada631cf65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3509e5ab-751e-44c9-9cb7-14a2f337acf7' class='xr-var-data-in' type='checkbox'><label for='data-3509e5ab-751e-44c9-9cb7-14a2f337acf7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f4a04fa5-4f6f-4402-8f82-e4bf28ef1cea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f4a04fa5-4f6f-4402-8f82-e4bf28ef1cea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75d7203e-008e-43f9-8437-1d8255f70c82' class='xr-var-data-in' type='checkbox'><label for='data-75d7203e-008e-43f9-8437-1d8255f70c82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-913b4c04-d79b-400f-a653-5494fee8dfcc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-913b4c04-d79b-400f-a653-5494fee8dfcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b887e2aa-f692-475d-8f8b-6d8a10901b2b' class='xr-var-data-in' type='checkbox'><label for='data-b887e2aa-f692-475d-8f8b-6d8a10901b2b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dc5f232b-6c20-435d-89fe-b28d94488847' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc5f232b-6c20-435d-89fe-b28d94488847' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64e68ec7-117b-4d05-a53b-968cd6456a75' class='xr-var-data-in' type='checkbox'><label for='data-64e68ec7-117b-4d05-a53b-968cd6456a75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-25745029-eda2-4a54-9fb0-31fd9dacb7bb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25745029-eda2-4a54-9fb0-31fd9dacb7bb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25def788-0b07-455b-b570-198e675982d6' class='xr-var-data-in' type='checkbox'><label for='data-25def788-0b07-455b-b570-198e675982d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6f61b8a6-32b3-4216-92b2-eb774c662b02' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f61b8a6-32b3-4216-92b2-eb774c662b02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e51ece69-6892-4a9f-b53c-e99d2529dc88' class='xr-var-data-in' type='checkbox'><label for='data-e51ece69-6892-4a9f-b53c-e99d2529dc88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6f943674-29f4-4d98-89b8-7e2a6bf72c8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f943674-29f4-4d98-89b8-7e2a6bf72c8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e52d074-f9a3-4612-a46e-93d653f6d2a3' class='xr-var-data-in' type='checkbox'><label for='data-0e52d074-f9a3-4612-a46e-93d653f6d2a3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-284da184-fdb6-43b7-8f23-664ddd3206b5' class='xr-section-summary-in' type='checkbox' /><label for='section-284da184-fdb6-43b7-8f23-664ddd3206b5' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-2e4284d7-bb06-48e0-a330-21255ab0a300' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2e4284d7-bb06-48e0-a330-21255ab0a300' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8969b5a8-a209-4fa4-86c4-b5cfaab56285' class='xr-var-data-in' type='checkbox'><label for='data-8969b5a8-a209-4fa4-86c4-b5cfaab56285' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
+       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-43bd62c7-f165-4408-96c2-0c8f7b821ad4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43bd62c7-f165-4408-96c2-0c8f7b821ad4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7a053ba-d83a-440c-ac0a-12812f673755' class='xr-var-data-in' type='checkbox'><label for='data-a7a053ba-d83a-440c-ac0a-12812f673755' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b3357d21-5cae-4d6a-ac8b-5118085750aa' class='xr-section-summary-in' type='checkbox' /><label for='section-b3357d21-5cae-4d6a-ac8b-5118085750aa' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-27b6bd2c-5bb8-4718-b80f-ade13074fd13' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27b6bd2c-5bb8-4718-b80f-ade13074fd13' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54150b4a-49fc-4557-8422-fbf6eb60354b' class='xr-var-data-in' type='checkbox'><label for='data-54150b4a-49fc-4557-8422-fbf6eb60354b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5ff08358-ed02-4c69-9140-c0898ef0b4c8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ff08358-ed02-4c69-9140-c0898ef0b4c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-378d422d-aa17-4531-9276-867a0998c74d' class='xr-var-data-in' type='checkbox'><label for='data-378d422d-aa17-4531-9276-867a0998c74d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-86706469-5e8d-473c-85d4-333ad83953d6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-86706469-5e8d-473c-85d4-333ad83953d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc9285ab-b39e-4569-ab40-cd0a6cf484d6' class='xr-var-data-in' type='checkbox'><label for='data-cc9285ab-b39e-4569-ab40-cd0a6cf484d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d97caf27-f163-4689-83e5-4d5cbca2b804' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d97caf27-f163-4689-83e5-4d5cbca2b804' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3dee679-dfd7-4eb7-8e5a-70c28991a00d' class='xr-var-data-in' type='checkbox'><label for='data-e3dee679-dfd7-4eb7-8e5a-70c28991a00d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-716b889a-6c06-487b-a1e0-8d8d39b59dd8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-716b889a-6c06-487b-a1e0-8d8d39b59dd8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc5e86e1-c147-4be1-9915-83224ccdcf06' class='xr-var-data-in' type='checkbox'><label for='data-fc5e86e1-c147-4be1-9915-83224ccdcf06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9f0c18a5-712e-4444-86e7-583cdd6048b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9f0c18a5-712e-4444-86e7-583cdd6048b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3aa7e8fc-d664-443a-8451-9cf17be9db63' class='xr-var-data-in' type='checkbox'><label for='data-3aa7e8fc-d664-443a-8451-9cf17be9db63' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-98371600-fc66-4817-937d-e5cdd6c74b38' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98371600-fc66-4817-937d-e5cdd6c74b38' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67b40e70-1055-41b7-ace0-bba3c6d31df1' class='xr-var-data-in' type='checkbox'><label for='data-67b40e70-1055-41b7-ace0-bba3c6d31df1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1bb88f07-a97e-4b58-a4ea-43bd3f4b82e0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1bb88f07-a97e-4b58-a4ea-43bd3f4b82e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a9b1db9-f893-481d-a3d8-5ad3398e4289' class='xr-var-data-in' type='checkbox'><label for='data-2a9b1db9-f893-481d-a3d8-5ad3398e4289' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0f744ef2-303e-4b23-83db-d007e1430ebf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f744ef2-303e-4b23-83db-d007e1430ebf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e978b82-c108-4184-a7fb-ea8d480982c8' class='xr-var-data-in' type='checkbox'><label for='data-5e978b82-c108-4184-a7fb-ea8d480982c8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f3e49b8b-fcab-4605-a92b-9ca57e12c74d' class='xr-section-summary-in' type='checkbox' /><label for='section-f3e49b8b-fcab-4605-a92b-9ca57e12c74d' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-d5e3ff32-470c-4090-83f1-26621bc8f93d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5e3ff32-470c-4090-83f1-26621bc8f93d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-252afabc-5e4c-4b98-b355-9007b61e9b04' class='xr-var-data-in' type='checkbox'><label for='data-252afabc-5e4c-4b98-b355-9007b61e9b04' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
+       "       [148, 352],\n",
+       "       [352, 204],\n",
+       "       ...,\n",
+       "       [ 88,  89],\n",
+       "       [417,  88],\n",
+       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-bf174ec1-cd28-4250-87b1-07d30b1d62ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf174ec1-cd28-4250-87b1-07d30b1d62ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-221e71b1-570c-46f8-9d07-eba54e16e3fd' class='xr-var-data-in' type='checkbox'><label for='data-221e71b1-570c-46f8-9d07-eba54e16e3fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
+       "       [143, 144, 162],\n",
+       "       [123, 144, 145],\n",
+       "       ...,\n",
+       "       [262, 263, 286],\n",
+       "       [373, 387, 388],\n",
+       "       [592, 593, 604]], shape=(442, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-e8c611f6-73a1-4a73-afa4-b669579b1042' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e8c611f6-73a1-4a73-afa4-b669579b1042' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b776dbec-b7f2-40a5-a653-4a78678f433c' class='xr-var-data-in' type='checkbox'><label for='data-b776dbec-b7f2-40a5-a653-4a78678f433c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
+       "       [                  29, -9223372036854775808],\n",
+       "       [                  42, -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 191, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-0251402a-541d-4147-b17c-a70133a0d0c2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0251402a-541d-4147-b17c-a70133a0d0c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7b2cbc4-c949-4460-a158-4d6cd03e7300' class='xr-var-data-in' type='checkbox'><label for='data-b7b2cbc4-c949-4460-a158-4d6cd03e7300' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
        "        -9223372036854775808],\n",
        "       [                 342,                  143,                  142,\n",
@@ -4955,7 +5101,7 @@
        "        -9223372036854775808],\n",
        "       [                 405,                  325,                  324,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
-       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-556be3a4-88e2-4e28-a114-32566ea8bb72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-556be3a4-88e2-4e28-a114-32566ea8bb72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7553076-d95f-448d-83bf-43cde1b850d0' class='xr-var-data-in' type='checkbox'><label for='data-e7553076-d95f-448d-83bf-43cde1b850d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-8196e641-53be-43f3-bd14-11ced0e99972' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8196e641-53be-43f3-bd14-11ced0e99972' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b18e1cd-aa2b-45cf-a219-dcee7308058c' class='xr-var-data-in' type='checkbox'><label for='data-1b18e1cd-aa2b-45cf-a219-dcee7308058c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
        "        -9223372036854775808],\n",
        "       [                 212,                  240,                  255,\n",
@@ -4973,25 +5119,7 @@
        "        -9223372036854775808],\n",
        "       [                 605,                  595,                  596,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
-       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-69ff8b90-51f1-404b-9d86-868c0987c4de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69ff8b90-51f1-404b-9d86-868c0987c4de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24bc0604-4c3f-4725-9cb4-2da35d3a79d2' class='xr-var-data-in' type='checkbox'><label for='data-24bc0604-4c3f-4725-9cb4-2da35d3a79d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
-       "       [148, 352],\n",
-       "       [352, 204],\n",
-       "       ...,\n",
-       "       [ 88,  89],\n",
-       "       [417,  88],\n",
-       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-c9572e80-eccb-4d72-a430-bd0088efddb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9572e80-eccb-4d72-a430-bd0088efddb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-affcd38f-cef6-4ac8-b5cd-f2fe2f599aa1' class='xr-var-data-in' type='checkbox'><label for='data-affcd38f-cef6-4ac8-b5cd-f2fe2f599aa1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
-       "       [                  29, -9223372036854775808],\n",
-       "       [                  42, -9223372036854775808],\n",
-       "       ...,\n",
-       "       [                 191, -9223372036854775808],\n",
-       "       [                 189, -9223372036854775808],\n",
-       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-78003d7b-3eb7-467e-bffd-d7bb6bb3682b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-78003d7b-3eb7-467e-bffd-d7bb6bb3682b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-984fa48d-c6ae-49b3-abe1-d78bad692e82' class='xr-var-data-in' type='checkbox'><label for='data-984fa48d-c6ae-49b3-abe1-d78bad692e82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
-       "       [143, 144, 162],\n",
-       "       [123, 144, 145],\n",
-       "       ...,\n",
-       "       [262, 263, 286],\n",
-       "       [373, 387, 388],\n",
-       "       [592, 593, 604]], shape=(442, 3))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1e069e17-cbe9-4ef7-9dc5-0c95c60decf9' class='xr-section-summary-in' type='checkbox' /><label for='section-1e069e17-cbe9-4ef7-9dc5-0c95c60decf9' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-b73d14a6-3f5d-4d7d-9bd4-7006e0948ee4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b73d14a6-3f5d-4d7d-9bd4-7006e0948ee4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a562266c-0002-4182-b084-9bc52740f6a9' class='xr-var-data-in' type='checkbox'><label for='data-a562266c-0002-4182-b084-9bc52740f6a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-958bd2eb-9659-477f-9d6d-f93fda553020' class='xr-section-summary-in' type='checkbox' /><label for='section-958bd2eb-9659-477f-9d6d-f93fda553020' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-6d5d7b19-6ca2-46b6-82fd-4b6ad49f7d01' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d5d7b19-6ca2-46b6-82fd-4b6ad49f7d01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46254bf3-4201-4632-af9b-94f3999b898d' class='xr-var-data-in' type='checkbox'><label for='data-46254bf3-4201-4632-af9b-94f3999b898d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
        "       7.977967e+08, 7.972549e+08, 7.966855e+08, 7.974993e+08, 7.969444e+08,\n",
        "       7.977348e+08, 7.971943e+08, 7.966263e+08, 7.979613e+08, 7.974351e+08,\n",
        "       7.968817e+08, 7.981788e+08, 7.976669e+08, 7.971277e+08, 7.965613e+08,\n",
@@ -5030,7 +5158,7 @@
        "       7.949258e+08, 7.943122e+08, 7.951685e+08, 7.945704e+08, 7.954017e+08,\n",
        "       7.948191e+08, 7.950582e+08, 7.931816e+08, 7.934278e+08, 7.930365e+08,\n",
        "       7.935016e+08, 7.931111e+08, 7.933499e+08, 7.932681e+08, 7.931826e+08],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d0fae348-c71f-47c0-b2d7-e3b7a70e8b5f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d0fae348-c71f-47c0-b2d7-e3b7a70e8b5f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-80dd4603-e80f-467b-af93-89e3de8fcd5a' class='xr-var-data-in' type='checkbox'><label for='data-80dd4603-e80f-467b-af93-89e3de8fcd5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c661c26-fb84-46e9-a1f3-a047463f2feb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c661c26-fb84-46e9-a1f3-a047463f2feb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0bec7c94-43de-4057-b88a-ec58bd3ae1b1' class='xr-var-data-in' type='checkbox'><label for='data-0bec7c94-43de-4057-b88a-ec58bd3ae1b1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ddb6b7a7-5a96-4713-a56c-51c638cc61c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ddb6b7a7-5a96-4713-a56c-51c638cc61c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f353e2c9-4223-4a3f-8409-5ad955ef3ad2' class='xr-var-data-in' type='checkbox'><label for='data-f353e2c9-4223-4a3f-8409-5ad955ef3ad2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc24b52b-cec6-4218-883b-25cf475c6782' class='xr-section-summary-in' type='checkbox' /><label for='section-dc24b52b-cec6-4218-883b-25cf475c6782' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-068e94f7-c484-45e6-8328-ae3147c36ca7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-068e94f7-c484-45e6-8328-ae3147c36ca7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae65f77e-9792-471d-9fa5-43ef7438cdb2' class='xr-var-data-in' type='checkbox'><label for='data-ae65f77e-9792-471d-9fa5-43ef7438cdb2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c2535634-e35f-4994-bd2d-ea0803f38cd3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c2535634-e35f-4994-bd2d-ea0803f38cd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f2b4f25-8cc2-4f18-a1f2-8aa01691af1c' class='xr-var-data-in' type='checkbox'><label for='data-4f2b4f25-8cc2-4f18-a1f2-8aa01691af1c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d3b0751e-8724-446d-821b-128d8406bcb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d3b0751e-8724-446d-821b-128d8406bcb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7181bcb-fdb6-4293-b270-f72f7f2ec8a1' class='xr-var-data-in' type='checkbox'><label for='data-c7181bcb-fdb6-4293-b270-f72f7f2ec8a1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a55c2bcb-40d0-4a60-9a5f-94eb95bdcc0a' class='xr-section-summary-in' type='checkbox' /><label for='section-a55c2bcb-40d0-4a60-9a5f-94eb95bdcc0a' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
        "</dd><dt><span>mesh_spec :</span></dt><dd>0.0</dd><dt><span>config_init_case :</span></dt><dd>7</dd><dt><span>config_calendar_type :</span></dt><dd>gregorian</dd><dt><span>config_start_time :</span></dt><dd>2016-08-01_00:00:00</dd><dt><span>config_stop_time :</span></dt><dd>2016-09-10_00:00:00</dd><dt><span>config_theta_adv_order :</span></dt><dd>3</dd><dt><span>config_coef_3rd_order :</span></dt><dd>0.25</dd><dt><span>config_num_halos :</span></dt><dd>2</dd><dt><span>config_nvertlevels :</span></dt><dd>75</dd><dt><span>config_nsoillevels :</span></dt><dd>4</dd><dt><span>config_nfglevels :</span></dt><dd>38</dd><dt><span>config_nfgsoillevels :</span></dt><dd>4</dd><dt><span>config_months :</span></dt><dd>12</dd><dt><span>config_geog_data_path :</span></dt><dd>/glade/p/work/wrfhelp/WPS_GEOG/</dd><dt><span>config_met_prefix :</span></dt><dd>FILE</dd><dt><span>config_sfc_prefix :</span></dt><dd>SST</dd><dt><span>config_fg_interval :</span></dt><dd>86400</dd><dt><span>config_landuse_data :</span></dt><dd>USGS</dd><dt><span>config_topo_data :</span></dt><dd>GMTED2010</dd><dt><span>config_use_spechumd :</span></dt><dd>NO</dd><dt><span>config_ztop :</span></dt><dd>40000.0</dd><dt><span>config_nsmterrain :</span></dt><dd>1</dd><dt><span>config_smooth_surfaces :</span></dt><dd>YES</dd><dt><span>config_dzmin :</span></dt><dd>0.3</dd><dt><span>config_nsm :</span></dt><dd>30</dd><dt><span>config_tc_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_extrap_airtemp :</span></dt><dd>linear</dd><dt><span>config_static_interp :</span></dt><dd>NO</dd><dt><span>config_native_gwd_static :</span></dt><dd>NO</dd><dt><span>config_gwd_cell_scaling :</span></dt><dd>1.0</dd><dt><span>config_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_met_interp :</span></dt><dd>YES</dd><dt><span>config_input_sst :</span></dt><dd>NO</dd><dt><span>config_frac_seaice :</span></dt><dd>YES</dd><dt><span>config_pio_num_iotasks :</span></dt><dd>0</dd><dt><span>config_pio_stride :</span></dt><dd>1</dd><dt><span>config_block_decomp_file_prefix :</span></dt><dd>x1.655362.graph.info.part.</dd><dt><span>config_number_of_blocks :</span></dt><dd>0</dd><dt><span>config_explicit_proc_decomp :</span></dt><dd>NO</dd><dt><span>config_proc_decomp_file_prefix :</span></dt><dd>graph.info.part.</dd><dt><span>file_id :</span></dt><dd>ytj0fh0qmd</dd><dt><span>source_grid_spec :</span></dt><dd>UGRID</dd></dl></div></li></ul></div></div></details></div></div>"
       ],
       "text/plain": [
@@ -5043,7 +5171,7 @@
        "    inverse_gaussian  float32 4B 8.804e+10"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -5063,13 +5191,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:06.921725Z",
-     "iopub.status.busy": "2026-07-15T18:42:06.921633Z",
-     "iopub.status.idle": "2026-07-15T18:42:06.929686Z",
-     "shell.execute_reply": "2026-07-15T18:42:06.929166Z"
+     "iopub.execute_input": "2026-07-17T18:49:24.225907Z",
+     "iopub.status.busy": "2026-07-17T18:49:24.225803Z",
+     "iopub.status.idle": "2026-07-17T18:49:24.234523Z",
+     "shell.execute_reply": "2026-07-17T18:49:24.233873Z"
     }
    },
    "outputs": [
@@ -6162,7 +6290,7 @@
        "  stroke-width: 0.8px;\n",
        "}\n",
        "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;gaussian&#x27; ()&gt; Size: 4B\n",
-       "array(6.7136676e+10, dtype=float32)</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'gaussian'</div></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-172db214-712d-42c5-92ea-3a4a12e3928f' class='xr-array-in' type='checkbox' checked><label for='section-172db214-712d-42c5-92ea-3a4a12e3928f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>6.714e+10</span></div><div class='xr-array-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-43a35065-8a1a-492d-a4f1-a30b4589005b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-43a35065-8a1a-492d-a4f1-a30b4589005b' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-c582ef5d-1288-4da2-9f47-4b4118f628d7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c582ef5d-1288-4da2-9f47-4b4118f628d7' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0aab66b0-45e8-48ad-8b6f-d3cdb0973656' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0aab66b0-45e8-48ad-8b6f-d3cdb0973656' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "array(6.7136676e+10, dtype=float32)</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'gaussian'</div></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-937783c5-73ac-420b-b222-dc33f05cc2c2' class='xr-array-in' type='checkbox' checked><label for='section-937783c5-73ac-420b-b222-dc33f05cc2c2' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>6.714e+10</span></div><div class='xr-array-data'><pre>array(6.7136676e+10, dtype=float32)</pre></div></div></li><li class='xr-section-item'><input id='section-cb835bff-757b-4ab7-90a6-80980b950c23' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-cb835bff-757b-4ab7-90a6-80980b950c23' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-3b3fdc27-2205-4d22-b244-b28e1f21b78d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-3b3fdc27-2205-4d22-b244-b28e1f21b78d' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-1f7ea333-fd62-436f-883f-3fe8107170f0' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-1f7ea333-fd62-436f-883f-3fe8107170f0' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
        "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
@@ -6732,19 +6860,19 @@
        "  * face_y: (195,)\n",
        "  * face_z: (195,)\n",
        "Grid Connectivity Variables:\n",
-       "  * face_node_connectivity: (195, 10)\n",
-       "  * face_edge_connectivity: (195, 10)\n",
        "  * edge_node_connectivity: (636, 2)\n",
-       "  * edge_face_connectivity: (636, 2)\n",
        "  * node_edge_connectivity: (442, 3)\n",
+       "  * edge_face_connectivity: (636, 2)\n",
+       "  * face_node_connectivity: (195, 10)\n",
+       "  * face_edge_connectivity: (195, 10)\n",
        "Grid Descriptor Variables:\n",
        "  * face_areas: (195,)\n",
        "  * n_nodes_per_face: (195,)\n",
        "  * edge_face_distances: (636,)\n",
        "  * edge_node_distances: (636,)\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ee242bae-c066-4e83-ab84-f3ca9f310aee' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ee242bae-c066-4e83-ab84-f3ca9f310aee' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-0e236186-1ac2-42cf-878b-8e5699247adb' class='xr-section-summary-in' type='checkbox' /><label for='section-0e236186-1ac2-42cf-878b-8e5699247adb' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-40e9343f-d39b-4c97-bd44-bbfb06cde60d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-40e9343f-d39b-4c97-bd44-bbfb06cde60d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9debbee-d10d-42b2-8ee9-20a8733e28d3' class='xr-var-data-in' type='checkbox'><label for='data-d9debbee-d10d-42b2-8ee9-20a8733e28d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
-       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9ad242d2-56a5-439b-bc40-49fc68c245a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ad242d2-56a5-439b-bc40-49fc68c245a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4d9f126-7b74-44f3-957a-215d0fa48e38' class='xr-var-data-in' type='checkbox'><label for='data-c4d9f126-7b74-44f3-957a-215d0fa48e38' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-ad6f28fd-facb-452c-acb0-ae5121abcda3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad6f28fd-facb-452c-acb0-ae5121abcda3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c2ef152-6bab-498e-bff6-1f174de5f051' class='xr-var-data-in' type='checkbox'><label for='data-7c2ef152-6bab-498e-bff6-1f174de5f051' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
-       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a633137b-9564-48eb-9e7d-02fd8d50011f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a633137b-9564-48eb-9e7d-02fd8d50011f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9607fdbc-66cf-40a0-84cd-ee0876a2e232' class='xr-var-data-in' type='checkbox'><label for='data-9607fdbc-66cf-40a0-84cd-ee0876a2e232' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-44e0e075-eed8-49c8-8836-ed71accb25f6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-44e0e075-eed8-49c8-8836-ed71accb25f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a26e7a2-41f7-462a-9449-fbac35c5d506' class='xr-var-data-in' type='checkbox'><label for='data-8a26e7a2-41f7-462a-9449-fbac35c5d506' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-8d7a730b-48e4-46d4-81f8-6d21c635d61b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-8d7a730b-48e4-46d4-81f8-6d21c635d61b' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_node</span>: 442</li><li><span>n_face</span>: 195</li><li><span>n_edge</span>: 636</li><li><span>n_max_face_nodes</span>: 10</li><li><span>two</span>: 2</li><li><span>n_max_face_edges</span>: 10</li><li><span>n_max_node_edges</span>: 3</li></ul></div></li><li class='xr-section-item'><input id='section-62c9f141-cbcd-424c-9bc8-60ee0530d18a' class='xr-section-summary-in' type='checkbox' /><label for='section-62c9f141-cbcd-424c-9bc8-60ee0530d18a' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>45.42 45.42 45.56 ... 43.31 45.59</div><input id='attrs-0054533f-5d3d-4b33-a4e3-1aa82d5109f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0054533f-5d3d-4b33-a4e3-1aa82d5109f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67df12bd-fb12-4def-a9ca-99f1bb69291e' class='xr-var-data-in' type='checkbox'><label for='data-67df12bd-fb12-4def-a9ca-99f1bb69291e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([45.42064 , 45.4244  , 45.559593, ..., 44.44113 , 43.31029 , 45.58953 ],\n",
+       "      shape=(442,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0d5d94b4-9148-4a89-8101-6126c2e04a62' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0d5d94b4-9148-4a89-8101-6126c2e04a62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14a38f5c-8337-42b3-bfe6-fcef99c1726a' class='xr-var-data-in' type='checkbox'><label for='data-14a38f5c-8337-42b3-bfe6-fcef99c1726a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lon</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>44.78 44.92 45.06 ... 45.24 45.38</div><input id='attrs-cf175754-3c0c-4539-9169-fe78eef6490f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf175754-3c0c-4539-9169-fe78eef6490f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c665a155-0d91-437d-93b9-6892f24c2d4b' class='xr-var-data-in' type='checkbox'><label for='data-c665a155-0d91-437d-93b9-6892f24c2d4b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([44.77867 , 44.919388, 45.06018 , ..., 45.09453 , 45.236404, 45.37831 ],\n",
+       "      shape=(636,), dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_lat</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd5285fe-3bc4-423c-a915-83e131da700b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd5285fe-3bc4-423c-a915-83e131da700b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a375896-2e76-46a9-8cb0-ecacc04cb57d' class='xr-var-data-in' type='checkbox'><label for='data-3a375896-2e76-46a9-8cb0-ecacc04cb57d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each edge</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>43.31 43.31 43.17 ... 45.73 46.01</div><input id='attrs-7f7aac43-2d81-4840-8bf1-246d3395faef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7f7aac43-2d81-4840-8bf1-246d3395faef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8bdf9541-0d75-49fb-9f5d-115b21b80e73' class='xr-var-data-in' type='checkbox'><label for='data-8bdf9541-0d75-49fb-9f5d-115b21b80e73' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([43.305878, 43.307983, 43.16571 , 43.445923, 43.44815 , 43.58586 ,\n",
        "       43.588165, 43.590546, 43.72809 , 43.73056 , 43.86789 , 43.870453,\n",
        "       43.873077, 44.007584, 44.010223, 44.012955, 44.147156, 44.149902,\n",
        "       44.15271 , 44.155594, 44.28946 , 44.292343, 44.29532 , 44.428894,\n",
@@ -6776,7 +6904,25 @@
        "       46.285843, 46.290985, 46.41957 , 46.424683, 46.4299  , 46.558228,\n",
        "       46.5634  , 46.568695, 46.70201 , 46.707367, 46.84053 , 46.845947,\n",
        "       46.984406, 44.73877 , 45.162277, 45.30626 , 44.878677, 45.022537,\n",
-       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-afe33bb7-3837-4c44-8109-3ec17e8dac14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-afe33bb7-3837-4c44-8109-3ec17e8dac14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef8283c8-3be0-43fe-9463-c55fea3532c8' class='xr-var-data-in' type='checkbox'><label for='data-ef8283c8-3be0-43fe-9463-c55fea3532c8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-272b16ba-d518-447c-a932-b36674377bfb' class='xr-section-summary-in' type='checkbox' /><label for='section-272b16ba-d518-447c-a932-b36674377bfb' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e49e2441-871f-4569-b908-155ffa798c33' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e49e2441-871f-4569-b908-155ffa798c33' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-002b46f6-c496-4da8-9751-bbfed45534a5' class='xr-var-data-in' type='checkbox'><label for='data-002b46f6-c496-4da8-9751-bbfed45534a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5d41c20a-1ca3-43c9-be30-8af5691e5a8f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d41c20a-1ca3-43c9-be30-8af5691e5a8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b91f7135-432a-48d4-b0f3-13de9a53cac8' class='xr-var-data-in' type='checkbox'><label for='data-b91f7135-432a-48d4-b0f3-13de9a53cac8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a9e4026b-817e-4163-b3f2-c1af8096a265' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9e4026b-817e-4163-b3f2-c1af8096a265' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-459d4c14-b33e-4b8e-ba6e-ba4744e5a7c9' class='xr-var-data-in' type='checkbox'><label for='data-459d4c14-b33e-4b8e-ba6e-ba4744e5a7c9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-57044053-c3c8-4cef-83b1-e309f3fab4f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57044053-c3c8-4cef-83b1-e309f3fab4f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c1efbc3-ba62-4e20-839c-c26c95ae07cb' class='xr-var-data-in' type='checkbox'><label for='data-8c1efbc3-ba62-4e20-839c-c26c95ae07cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-063ff0c1-6dc4-4802-8968-5e6db1fa48be' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-063ff0c1-6dc4-4802-8968-5e6db1fa48be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c75918c-251e-4b08-bca9-9e6369a67437' class='xr-var-data-in' type='checkbox'><label for='data-3c75918c-251e-4b08-bca9-9e6369a67437' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f45a1fff-39a8-4f11-8bfd-a7c70cc6c9a1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f45a1fff-39a8-4f11-8bfd-a7c70cc6c9a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c522701-c467-45e2-a626-b2c240faf5f4' class='xr-var-data-in' type='checkbox'><label for='data-8c522701-c467-45e2-a626-b2c240faf5f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e58f05f4-ebc9-412e-abda-418300c70240' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e58f05f4-ebc9-412e-abda-418300c70240' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4660d72c-7b13-4379-abee-7361337823ed' class='xr-var-data-in' type='checkbox'><label for='data-4660d72c-7b13-4379-abee-7361337823ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-332b6a91-5ba1-4959-b8dc-6744fbc66ac0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-332b6a91-5ba1-4959-b8dc-6744fbc66ac0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de2ca168-2238-4749-af0f-d9286cef4394' class='xr-var-data-in' type='checkbox'><label for='data-de2ca168-2238-4749-af0f-d9286cef4394' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-75d8bfd5-f859-4c4b-9d8e-3f487ddf8605' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75d8bfd5-f859-4c4b-9d8e-3f487ddf8605' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93c68464-de33-4d40-8483-0efed0fdc3ce' class='xr-var-data-in' type='checkbox'><label for='data-93c68464-de33-4d40-8483-0efed0fdc3ce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-20d6ba93-f826-402d-875c-512a0bfad767' class='xr-section-summary-in' type='checkbox' /><label for='section-20d6ba93-f826-402d-875c-512a0bfad767' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-ac75d700-8afb-4ea3-aab5-cd515f6ae860' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac75d700-8afb-4ea3-aab5-cd515f6ae860' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6440ec6a-d701-4ade-8501-33be6b125103' class='xr-var-data-in' type='checkbox'><label for='data-6440ec6a-d701-4ade-8501-33be6b125103' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
+       "       45.445847, 45.729355, 46.012817], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5ae335eb-8c63-44fb-9b0b-bc739d8b583f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5ae335eb-8c63-44fb-9b0b-bc739d8b583f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a069226a-6ee7-4627-884b-3e673ca17d16' class='xr-var-data-in' type='checkbox'><label for='data-a069226a-6ee7-4627-884b-3e673ca17d16' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fdde443f-08c0-4f6c-99ed-cbfa8aceca0e' class='xr-section-summary-in' type='checkbox' /><label for='section-fdde443f-08c0-4f6c-99ed-cbfa8aceca0e' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_x</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa1b7140-5c55-48e2-87c4-93d7416e94a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa1b7140-5c55-48e2-87c4-93d7416e94a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-608d8c27-7739-4566-9513-11c7f962373a' class='xr-var-data-in' type='checkbox'><label for='data-608d8c27-7739-4566-9513-11c7f962373a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_y</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c6559552-c539-4aff-a2e6-dc20447979aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c6559552-c539-4aff-a2e6-dc20447979aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0010b3c0-52da-4138-87b1-122b4836a84d' class='xr-var-data-in' type='checkbox'><label for='data-0010b3c0-52da-4138-87b1-122b4836a84d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_z</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7854474c-25b3-4621-a26f-8e8bd2320379' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7854474c-25b3-4621-a26f-8e8bd2320379' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7635a5a8-c1d5-413b-89ce-10503e73765c' class='xr-var-data-in' type='checkbox'><label for='data-7635a5a8-c1d5-413b-89ce-10503e73765c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[442 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_x</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f75b96e7-a6f8-4084-a3cb-b61bea446429' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f75b96e7-a6f8-4084-a3cb-b61bea446429' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8560e4ad-f34a-4e91-a03d-a97fa5ec2c90' class='xr-var-data-in' type='checkbox'><label for='data-8560e4ad-f34a-4e91-a03d-a97fa5ec2c90' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_y</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c9d93873-8c18-4ea0-b5df-4974da0624b0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9d93873-8c18-4ea0-b5df-4974da0624b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8354b3d2-3413-4579-a26d-749eda65887e' class='xr-var-data-in' type='checkbox'><label for='data-8354b3d2-3413-4579-a26d-749eda65887e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_z</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-54c5cae3-9f3e-4b5c-8e58-d260467b7a31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-54c5cae3-9f3e-4b5c-8e58-d260467b7a31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e8b5b2a1-cf84-4ad4-8bf3-dab065b03cad' class='xr-var-data-in' type='checkbox'><label for='data-e8b5b2a1-cf84-4ad4-8bf3-dab065b03cad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each edge</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-409b45cf-f593-4f83-a354-af77206c7c20' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-409b45cf-f593-4f83-a354-af77206c7c20' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-795388e5-bee0-4548-9c10-745e81890c9a' class='xr-var-data-in' type='checkbox'><label for='data-795388e5-bee0-4548-9c10-745e81890c9a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5cc79e87-c602-47bc-9a89-d686332f5a81' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5cc79e87-c602-47bc-9a89-d686332f5a81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8839ae0a-2180-46b9-926f-399a4b6e8a5a' class='xr-var-data-in' type='checkbox'><label for='data-8839ae0a-2180-46b9-926f-399a4b6e8a5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-eada70a6-6e46-4d4f-9842-5328fb64a369' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eada70a6-6e46-4d4f-9842-5328fb64a369' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6fad885-b14c-4c84-9ebf-9b3a2df498f7' class='xr-var-data-in' type='checkbox'><label for='data-b6fad885-b14c-4c84-9ebf-9b3a2df498f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-886c8747-d154-45c2-88cf-6ea292792817' class='xr-section-summary-in' type='checkbox' /><label for='section-886c8747-d154-45c2-88cf-6ea292792817' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-8980ba8f-ad64-4c85-a07d-5cf0bd0dada2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8980ba8f-ad64-4c85-a07d-5cf0bd0dada2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1997ef62-fcbb-4d43-9dad-7d2527f9c656' class='xr-var-data-in' type='checkbox'><label for='data-1997ef62-fcbb-4d43-9dad-7d2527f9c656' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
+       "       [148, 352],\n",
+       "       [352, 204],\n",
+       "       ...,\n",
+       "       [ 88,  89],\n",
+       "       [417,  88],\n",
+       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-db6fa3b0-997a-42b4-ba44-971a1b673e31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db6fa3b0-997a-42b4-ba44-971a1b673e31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2bea290-b9b3-4211-8251-cbc00dec24d6' class='xr-var-data-in' type='checkbox'><label for='data-e2bea290-b9b3-4211-8251-cbc00dec24d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
+       "       [143, 144, 162],\n",
+       "       [123, 144, 145],\n",
+       "       ...,\n",
+       "       [262, 263, 286],\n",
+       "       [373, 387, 388],\n",
+       "       [592, 593, 604]], shape=(442, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-3eb514da-72ce-4bcc-9110-c74fcb6ddda8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3eb514da-72ce-4bcc-9110-c74fcb6ddda8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57a1c36f-4e40-4426-a753-72fa2db440bd' class='xr-var-data-in' type='checkbox'><label for='data-57a1c36f-4e40-4426-a753-72fa2db440bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
+       "       [                  29, -9223372036854775808],\n",
+       "       [                  42, -9223372036854775808],\n",
+       "       ...,\n",
+       "       [                 191, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808],\n",
+       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 7 ... -9223372036854775808</div><input id='attrs-9ca5f032-0511-4eed-a43f-b89b823eb080' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ca5f032-0511-4eed-a43f-b89b823eb080' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08bad9ea-cbf3-4224-9f61-a51448d35d03' class='xr-var-data-in' type='checkbox'><label for='data-08bad9ea-cbf3-4224-9f61-a51448d35d03' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                   6,                    7,                    8,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
        "        -9223372036854775808],\n",
        "       [                 342,                  143,                  142,\n",
@@ -6794,7 +6940,7 @@
        "        -9223372036854775808],\n",
        "       [                 405,                  325,                  324,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
-       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-6f6aefba-0152-43cd-b73b-f06ccca9312c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f6aefba-0152-43cd-b73b-f06ccca9312c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2199f707-c4c7-467f-8a3e-4e0ebf5ceb1e' class='xr-var-data-in' type='checkbox'><label for='data-2199f707-c4c7-467f-8a3e-4e0ebf5ceb1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_edge_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>154 128 ... -9223372036854775808</div><input id='attrs-737248aa-a2a9-4b8b-8986-5b19cf2e0bde' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-737248aa-a2a9-4b8b-8986-5b19cf2e0bde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5519aed1-cc93-44a3-924d-cc0870f95fd8' class='xr-var-data-in' type='checkbox'><label for='data-5519aed1-cc93-44a3-924d-cc0870f95fd8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its edges.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                 154,                  128,                  129,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
        "        -9223372036854775808],\n",
        "       [                 212,                  240,                  255,\n",
@@ -6812,25 +6958,7 @@
        "        -9223372036854775808],\n",
        "       [                 605,                  595,                  596,\n",
        "        ..., -9223372036854775808, -9223372036854775808,\n",
-       "        -9223372036854775808]], shape=(195, 10))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>148 149 148 352 ... 417 88 316 417</div><input id='attrs-b6451337-02cd-4436-bd5e-9577f811f845' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b6451337-02cd-4436-bd5e-9577f811f845' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a5f8ddb-d471-48e6-801d-cbfe86ec90a0' class='xr-var-data-in' type='checkbox'><label for='data-3a5f8ddb-d471-48e6-801d-cbfe86ec90a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every edge to the two nodes that it connects.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[148, 149],\n",
-       "       [148, 352],\n",
-       "       [352, 204],\n",
-       "       ...,\n",
-       "       [ 88,  89],\n",
-       "       [417,  88],\n",
-       "       [316, 417]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_connectivity</span></div><div class='xr-var-dims'>(n_edge, two)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>29 ... -9223372036854775808</div><input id='attrs-416e1c38-64d8-499d-9b38-b75500fc21f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-416e1c38-64d8-499d-9b38-b75500fc21f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a3d96d4-f87c-462b-803b-8e59282f2fa5' class='xr-var-data-in' type='checkbox'><label for='data-4a3d96d4-f87c-462b-803b-8e59282f2fa5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_connectivity</dd><dt><span>long name :</span></dt><dd>Faces that neighbor each edge</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[                  29, -9223372036854775808],\n",
-       "       [                  29, -9223372036854775808],\n",
-       "       [                  42, -9223372036854775808],\n",
-       "       ...,\n",
-       "       [                 191, -9223372036854775808],\n",
-       "       [                 189, -9223372036854775808],\n",
-       "       [                 189, -9223372036854775808]], shape=(636, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_edge_connectivity</span></div><div class='xr-var-dims'>(n_node, n_max_node_edges)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>162 184 185 143 ... 388 592 593 604</div><input id='attrs-93575cff-d47a-4b9c-8b9d-9d9746dac5aa' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93575cff-d47a-4b9c-8b9d-9d9746dac5aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01681eca-32ac-4e9e-b522-d084797dd9b0' class='xr-var-data-in' type='checkbox'><label for='data-01681eca-32ac-4e9e-b522-d084797dd9b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>node_edge_connectivity</dd><dt><span>long name :</span></dt><dd>Edges that neighbor each node</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[162, 184, 185],\n",
-       "       [143, 144, 162],\n",
-       "       [123, 144, 145],\n",
-       "       ...,\n",
-       "       [262, 263, 286],\n",
-       "       [373, 387, 388],\n",
-       "       [592, 593, 604]], shape=(442, 3))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e67aa979-c5d9-437c-8fa2-7be299d70a6e' class='xr-section-summary-in' type='checkbox' /><label for='section-e67aa979-c5d9-437c-8fa2-7be299d70a6e' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-bdbd0254-9074-4171-bb85-77bcf79626a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bdbd0254-9074-4171-bb85-77bcf79626a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4f6471e-8069-4f2f-9799-57b1eca144c6' class='xr-var-data-in' type='checkbox'><label for='data-f4f6471e-8069-4f2f-9799-57b1eca144c6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
+       "        -9223372036854775808]], shape=(195, 10))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e62da6d9-283c-4437-9e31-89130e941cba' class='xr-section-summary-in' type='checkbox' /><label for='section-e62da6d9-283c-4437-9e31-89130e941cba' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_areas</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.973e+08 7.967e+08 ... 7.932e+08</div><input id='attrs-51263294-c51b-4c62-b4b6-744b6470de9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-51263294-c51b-4c62-b4b6-744b6470de9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-249319c9-3fd6-4cbc-970e-f3f6b4c5cb0e' class='xr-var-data-in' type='checkbox'><label for='data-249319c9-3fd6-4cbc-970e-f3f6b4c5cb0e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_areas</dd><dt><span>long_name :</span></dt><dd>Area of each face.</dd></dl></div><div class='xr-var-data'><pre>array([7.973093e+08, 7.967388e+08, 7.970522e+08, 7.975574e+08, 7.970013e+08,\n",
        "       7.977967e+08, 7.972549e+08, 7.966855e+08, 7.974993e+08, 7.969444e+08,\n",
        "       7.977348e+08, 7.971943e+08, 7.966263e+08, 7.979613e+08, 7.974351e+08,\n",
        "       7.968817e+08, 7.981788e+08, 7.976669e+08, 7.971277e+08, 7.965613e+08,\n",
@@ -6869,7 +6997,7 @@
        "       7.949258e+08, 7.943122e+08, 7.951685e+08, 7.945704e+08, 7.954017e+08,\n",
        "       7.948191e+08, 7.950582e+08, 7.931816e+08, 7.934278e+08, 7.930365e+08,\n",
        "       7.935016e+08, 7.931111e+08, 7.933499e+08, 7.932681e+08, 7.931826e+08],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-da0ec583-fd61-4aef-8c74-b71bfb8b693b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da0ec583-fd61-4aef-8c74-b71bfb8b693b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29626ee7-cf8b-400f-b34e-59a94440fb06' class='xr-var-data-in' type='checkbox'><label for='data-29626ee7-cf8b-400f-b34e-59a94440fb06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c203eff4-c3be-4008-bfb5-8d12df7abaa6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c203eff4-c3be-4008-bfb5-8d12df7abaa6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23c5a9e5-a513-47c5-ab4c-5e469902ea79' class='xr-var-data-in' type='checkbox'><label for='data-23c5a9e5-a513-47c5-ab4c-5e469902ea79' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8d7f0d76-db39-425e-ad10-748451febf1b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d7f0d76-db39-425e-ad10-748451febf1b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbfce8ef-5d93-4578-be05-43b0a557a6aa' class='xr-var-data-in' type='checkbox'><label for='data-cbfce8ef-5d93-4578-be05-43b0a557a6aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-556384e4-ac14-43b6-a636-deb2d1d08e77' class='xr-section-summary-in' type='checkbox' /><label for='section-556384e4-ac14-43b6-a636-deb2d1d08e77' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f6c11e74-5c73-49f9-b3ff-aa97d687fdc6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f6c11e74-5c73-49f9-b3ff-aa97d687fdc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2f7bca2-8ada-46c8-9a2a-1b00722cb59c' class='xr-var-data-in' type='checkbox'><label for='data-d2f7bca2-8ada-46c8-9a2a-1b00722cb59c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>[195 values with dtype=int64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_face_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c60048f0-cfd6-42c1-9722-bcc39cc6b852' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c60048f0-cfd6-42c1-9722-bcc39cc6b852' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5f6b130-1e76-4f52-8bfe-380b81292cdb' class='xr-var-data-in' type='checkbox'><label for='data-f5f6b130-1e76-4f52-8bfe-380b81292cdb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_face_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the face centers that saddle each edge</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>edge_node_distances</span></div><div class='xr-var-dims'>(n_edge)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a4db6c00-965b-4d30-b00d-af9cf021fc80' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a4db6c00-965b-4d30-b00d-af9cf021fc80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-285b5584-0da0-4eca-ae9d-7646ddae361e' class='xr-var-data-in' type='checkbox'><label for='data-285b5584-0da0-4eca-ae9d-7646ddae361e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>edge_node_distances</dd><dt><span>long_name :</span></dt><dd>Distances between the nodes that make up each edge.</dd></dl></div><div class='xr-var-data'><pre>[636 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-261b496d-5cac-4dd0-aa29-bb369c00202b' class='xr-section-summary-in' type='checkbox' /><label for='section-261b496d-5cac-4dd0-aa29-bb369c00202b' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(54)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>model_name :</span></dt><dd>mpas</dd><dt><span>core_name :</span></dt><dd>init_atmosphere</dd><dt><span>source :</span></dt><dd>MPAS</dd><dt><span>Conventions :</span></dt><dd>MPAS</dd><dt><span>git_version :</span></dt><dd>v6.0-dirty</dd><dt><span>on_a_sphere :</span></dt><dd>YES</dd><dt><span>sphere_radius :</span></dt><dd>6.371229e+06</dd><dt><span>is_periodic :</span></dt><dd>NO</dd><dt><span>x_period :</span></dt><dd>0.0</dd><dt><span>y_period :</span></dt><dd>0.0</dd><dt><span>history :</span></dt><dd>mpirun -n 18 ./init_atmosphere_model</dd><dt><span>parent_id :</span></dt><dd>0hhmjs26t0\n",
        "</dd><dt><span>mesh_spec :</span></dt><dd>0.0</dd><dt><span>config_init_case :</span></dt><dd>7</dd><dt><span>config_calendar_type :</span></dt><dd>gregorian</dd><dt><span>config_start_time :</span></dt><dd>2016-08-01_00:00:00</dd><dt><span>config_stop_time :</span></dt><dd>2016-09-10_00:00:00</dd><dt><span>config_theta_adv_order :</span></dt><dd>3</dd><dt><span>config_coef_3rd_order :</span></dt><dd>0.25</dd><dt><span>config_num_halos :</span></dt><dd>2</dd><dt><span>config_nvertlevels :</span></dt><dd>75</dd><dt><span>config_nsoillevels :</span></dt><dd>4</dd><dt><span>config_nfglevels :</span></dt><dd>38</dd><dt><span>config_nfgsoillevels :</span></dt><dd>4</dd><dt><span>config_months :</span></dt><dd>12</dd><dt><span>config_geog_data_path :</span></dt><dd>/glade/p/work/wrfhelp/WPS_GEOG/</dd><dt><span>config_met_prefix :</span></dt><dd>FILE</dd><dt><span>config_sfc_prefix :</span></dt><dd>SST</dd><dt><span>config_fg_interval :</span></dt><dd>86400</dd><dt><span>config_landuse_data :</span></dt><dd>USGS</dd><dt><span>config_topo_data :</span></dt><dd>GMTED2010</dd><dt><span>config_use_spechumd :</span></dt><dd>NO</dd><dt><span>config_ztop :</span></dt><dd>40000.0</dd><dt><span>config_nsmterrain :</span></dt><dd>1</dd><dt><span>config_smooth_surfaces :</span></dt><dd>YES</dd><dt><span>config_dzmin :</span></dt><dd>0.3</dd><dt><span>config_nsm :</span></dt><dd>30</dd><dt><span>config_tc_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_extrap_airtemp :</span></dt><dd>linear</dd><dt><span>config_static_interp :</span></dt><dd>NO</dd><dt><span>config_native_gwd_static :</span></dt><dd>NO</dd><dt><span>config_gwd_cell_scaling :</span></dt><dd>1.0</dd><dt><span>config_vertical_grid :</span></dt><dd>YES</dd><dt><span>config_met_interp :</span></dt><dd>YES</dd><dt><span>config_input_sst :</span></dt><dd>NO</dd><dt><span>config_frac_seaice :</span></dt><dd>YES</dd><dt><span>config_pio_num_iotasks :</span></dt><dd>0</dd><dt><span>config_pio_stride :</span></dt><dd>1</dd><dt><span>config_block_decomp_file_prefix :</span></dt><dd>x1.655362.graph.info.part.</dd><dt><span>config_number_of_blocks :</span></dt><dd>0</dd><dt><span>config_explicit_proc_decomp :</span></dt><dd>NO</dd><dt><span>config_proc_decomp_file_prefix :</span></dt><dd>graph.info.part.</dd><dt><span>file_id :</span></dt><dd>ytj0fh0qmd</dd><dt><span>source_grid_spec :</span></dt><dd>UGRID</dd></dl></div></li></ul></div></div></details></div></div>"
       ],
       "text/plain": [
@@ -6877,7 +7005,7 @@
        "array(6.7136676e+10, dtype=float32)"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/docs/user-guide/healpix.ipynb b/docs/user-guide/healpix.ipynb
index 03496cf1d..dfdea8e1a 100644
--- a/docs/user-guide/healpix.ipynb
+++ b/docs/user-guide/healpix.ipynb
@@ -19,10 +19,10 @@
    "id": "19631a950304b3ff",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:24.358060Z",
-     "iopub.status.busy": "2026-07-15T18:42:24.357984Z",
-     "iopub.status.idle": "2026-07-15T18:42:25.463016Z",
-     "shell.execute_reply": "2026-07-15T18:42:25.462413Z"
+     "iopub.execute_input": "2026-07-17T18:51:16.741253Z",
+     "iopub.status.busy": "2026-07-17T18:51:16.741130Z",
+     "iopub.status.idle": "2026-07-17T18:51:18.609827Z",
+     "shell.execute_reply": "2026-07-17T18:51:18.609175Z"
     }
    },
    "outputs": [],
@@ -83,10 +83,10 @@
    "id": "93f2df22a6decb93",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:25.464916Z",
-     "iopub.status.busy": "2026-07-15T18:42:25.464760Z",
-     "iopub.status.idle": "2026-07-15T18:42:25.513612Z",
-     "shell.execute_reply": "2026-07-15T18:42:25.513201Z"
+     "iopub.execute_input": "2026-07-17T18:51:18.611777Z",
+     "iopub.status.busy": "2026-07-17T18:51:18.611586Z",
+     "iopub.status.idle": "2026-07-17T18:51:18.677575Z",
+     "shell.execute_reply": "2026-07-17T18:51:18.676929Z"
     }
    },
    "outputs": [
@@ -645,7 +645,7 @@
        "Grid Coordinates (Cartesian):\n",
        "Grid Connectivity Variables:\n",
        "Grid Descriptor Variables:\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-685ac18f-e1e1-4889-abe9-bf7b589ab17d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-685ac18f-e1e1-4889-abe9-bf7b589ab17d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li></ul></div></li><li class='xr-section-item'><input id='section-5deaa6d6-0a8b-4799-bebf-ca6c89d65757' class='xr-section-summary-in' type='checkbox' checked /><label for='section-5deaa6d6-0a8b-4799-bebf-ca6c89d65757' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-209aeb97-a647-42b3-a6c3-b4a4da7881ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-209aeb97-a647-42b3-a6c3-b4a4da7881ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6752f86-4064-487d-bca6-21a58b6be093' class='xr-var-data-in' type='checkbox'><label for='data-d6752f86-4064-487d-bca6-21a58b6be093' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-20b74d92-9e8e-4f91-8fbd-2c820f9c4be7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-20b74d92-9e8e-4f91-8fbd-2c820f9c4be7' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li></ul></div></li><li class='xr-section-item'><input id='section-82824e97-2067-4599-b613-8846cb2aaf6f' class='xr-section-summary-in' type='checkbox' checked /><label for='section-82824e97-2067-4599-b613-8846cb2aaf6f' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-960b21b2-2278-4e08-a002-935e6c3c7ff0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-960b21b2-2278-4e08-a002-935e6c3c7ff0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eaa25111-0873-4e4f-aff7-60ad992d45fd' class='xr-var-data-in' type='checkbox'><label for='data-eaa25111-0873-4e4f-aff7-60ad992d45fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
        "         56.25      ,   61.875     ,   50.625     ,   56.25      ,\n",
        "         33.75      ,   39.375     ,   28.125     ,   33.75      ,\n",
        "         45.        ,   50.625     ,   39.375     ,   45.        ,\n",
@@ -685,7 +685,7 @@
        "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ,\n",
        "        -33.75      ,  -28.125     ,  -39.375     ,  -33.75      ,\n",
        "        -56.25      ,  -50.625     ,  -61.875     ,  -56.25      ,\n",
-       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-b99cc38e-8f56-41d6-ab06-86d951afb8b8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b99cc38e-8f56-41d6-ab06-86d951afb8b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7e1e5f5a-24f0-4cb2-9a5c-3ce95ccb81b8' class='xr-var-data-in' type='checkbox'><label for='data-7e1e5f5a-24f0-4cb2-9a5c-3ce95ccb81b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-6ded4bc1-9413-46bd-bbbb-f7afcc44600f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6ded4bc1-9413-46bd-bbbb-f7afcc44600f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6193849-9ef0-4f2f-905d-16cf3650db8e' class='xr-var-data-in' type='checkbox'><label for='data-e6193849-9ef0-4f2f-905d-16cf3650db8e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
        "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
        "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
        "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
@@ -725,7 +725,7 @@
        "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
        "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
        "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
-       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-686fe3da-49ce-45c2-9908-656023ccde13' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-686fe3da-49ce-45c2-9908-656023ccde13' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-961601a8-4096-4ed0-8015-b791c2ffe730' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-961601a8-4096-4ed0-8015-b791c2ffe730' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-86515c2c-4023-4aad-8e85-1fdd928c046b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-86515c2c-4023-4aad-8e85-1fdd928c046b' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0ff4b510-63fa-4eb7-b694-289bf42fe981' class='xr-section-summary-in' type='checkbox' checked /><label for='section-0ff4b510-63fa-4eb7-b694-289bf42fe981' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c7cd327d-81bc-401e-a14a-6eebd2928ba8' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c7cd327d-81bc-401e-a14a-6eebd2928ba8' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-f51a34a1-0a6e-489f-a78c-afa614ee2afe' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-f51a34a1-0a6e-489f-a78c-afa614ee2afe' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-76744cc1-4dba-43d1-af68-a60988333d0b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-76744cc1-4dba-43d1-af68-a60988333d0b' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0ddfbbbb-c4ee-4018-a8e0-d1ab82192c1a' class='xr-section-summary-in' type='checkbox' checked /><label for='section-0ddfbbbb-c4ee-4018-a8e0-d1ab82192c1a' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<uxarray.Grid>\n",
@@ -770,10 +770,10 @@
    "id": "428a2bf61174e989",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:25.515086Z",
-     "iopub.status.busy": "2026-07-15T18:42:25.514932Z",
-     "iopub.status.idle": "2026-07-15T18:42:25.529960Z",
-     "shell.execute_reply": "2026-07-15T18:42:25.529571Z"
+     "iopub.execute_input": "2026-07-17T18:51:18.678949Z",
+     "iopub.status.busy": "2026-07-17T18:51:18.678755Z",
+     "iopub.status.idle": "2026-07-17T18:51:18.697964Z",
+     "shell.execute_reply": "2026-07-17T18:51:18.697542Z"
     }
    },
    "outputs": [
@@ -1337,87 +1337,87 @@
        "Grid Connectivity Variables:\n",
        "  * face_node_connectivity: (768, 4)\n",
        "Grid Descriptor Variables:\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7c10ebbf-a523-46b8-be63-901a2e8a9281' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-7c10ebbf-a523-46b8-be63-901a2e8a9281' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_node</span>: 770</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-78b62c02-bb3f-4eae-ba78-5c876a229fed' class='xr-section-summary-in' type='checkbox' checked /><label for='section-78b62c02-bb3f-4eae-ba78-5c876a229fed' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>36.0 -90.0 38.57 ... -135.0 -106.9</div><input id='attrs-3d7b908e-3100-449e-bb92-559fed3581f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d7b908e-3100-449e-bb92-559fed3581f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-12d4fe84-cccb-49cf-be77-9aa56b1b89a8' class='xr-var-data-in' type='checkbox'><label for='data-12d4fe84-cccb-49cf-be77-9aa56b1b89a8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  36.        ,  -90.        ,   38.57142857,  -25.71428571,\n",
-       "         54.        ,  -33.75      ,  -50.625     ,  -50.625     ,\n",
-       "         30.        ,   72.        , -112.5       ,   33.75      ,\n",
-       "        101.25      ,  -22.5       ,   11.25      ,   50.625     ,\n",
-       "        -64.28571429,  140.625     ,  -90.        ,  118.125     ,\n",
-       "         84.375     ,  -39.375     , -141.42857143,  123.75      ,\n",
-       "         22.5       ,   84.375     ,  112.5       ,   25.71428571,\n",
-       "        135.        ,   45.        ,  -90.        ,   11.25      ,\n",
-       "         22.5       ,  -73.125     ,  129.375     ,   56.25      ,\n",
-       "        157.5       ,   30.        ,  118.125     ,   18.        ,\n",
-       "        -54.        ,  128.57142857,  163.125     ,  106.875     ,\n",
-       "         95.625     ,   33.75      , -101.25      ,  -61.875     ,\n",
-       "       -157.5       , -123.75      ,  -16.875     ,   45.        ,\n",
-       "        -72.        ,   50.625     ,    0.        ,  105.        ,\n",
-       "        -22.5       ,   28.125     ,  -30.        ,  -61.875     ,\n",
-       "       -112.5       ,  -38.57142857,  135.        ,  -67.5       ,\n",
-       "         67.5       ,   56.25      ,  118.125     ,  135.        ,\n",
-       "        -33.75      ,   56.25      ,  -39.375     ,   78.75      ,\n",
-       "        141.42857143,   95.625     ,   22.5       ,  146.25      ,\n",
-       "       -123.75      ,  120.        , -174.375     , -101.25      ,\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b77960e2-7606-4e6d-b747-aa69d6c310f9' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b77960e2-7606-4e6d-b747-aa69d6c310f9' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_node</span>: 770</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-a3691851-b971-4ee5-a026-32a68dce7cbd' class='xr-section-summary-in' type='checkbox' checked /><label for='section-a3691851-b971-4ee5-a026-32a68dce7cbd' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>146.2 -28.12 -144.0 ... -90.0 -60.0</div><input id='attrs-88b1533a-5c2f-4350-ab5d-9989f038b623' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-88b1533a-5c2f-4350-ab5d-9989f038b623' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e97a507f-a748-4ec1-8bf1-3f673888c170' class='xr-var-data-in' type='checkbox'><label for='data-e97a507f-a748-4ec1-8bf1-3f673888c170' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 146.25      ,  -28.125     , -144.        ,   67.5       ,\n",
+       "         -5.625     ,  -50.625     ,  112.5       ,  -33.75      ,\n",
+       "        -67.5       ,   25.71428571,  -75.        ,  150.        ,\n",
+       "        -84.375     ,  -78.75      ,  -36.        , -151.875     ,\n",
+       "       -168.75      ,  168.75      ,  -54.        ,  -50.625     ,\n",
+       "         36.        ,  -67.5       ,  -45.        ,  157.5       ,\n",
+       "        -90.        ,  -67.5       ,  129.375     ,  -45.        ,\n",
+       "         67.5       , -123.75      , -135.        ,   33.75      ,\n",
+       "        101.25      ,  118.125     ,  168.75      ,  112.5       ,\n",
+       "         95.625     ,  -90.        ,  112.5       , -167.14285714,\n",
+       "         73.125     ,  -84.375     ,  168.75      , -129.375     ,\n",
+       "        144.        , -135.        , -146.25      ,   -5.625     ,\n",
+       "         90.        ,   77.14285714,  -39.375     ,  112.5       ,\n",
+       "       -106.875     , -123.75      ,  -33.75      ,  -64.28571429,\n",
+       "        -45.        ,  -90.        ,  -67.5       ,   39.375     ,\n",
+       "        -56.25      , -120.        ,   16.875     , -101.25      ,\n",
+       "       -135.        ,  118.125     ,   56.25      , -115.71428571,\n",
+       "        174.375     ,  146.25      ,  165.        ,  -90.        ,\n",
+       "         11.25      ,  -18.        ,  157.5       ,  135.        ,\n",
+       "         16.875     ,   84.375     ,    0.        ,  -28.125     ,\n",
        "...\n",
-       "        -45.        ,  -84.375     , -135.        ,  -11.25      ,\n",
-       "       -101.25      ,   30.        ,  -90.        , -140.625     ,\n",
-       "        -61.875     ,   67.5       ,  -50.625     ,   33.75      ,\n",
-       "        163.125     ,  154.28571429,   28.125     , -106.875     ,\n",
-       "        -90.        ,  174.375     , -135.        ,   78.75      ,\n",
-       "         50.625     ,   95.625     , -168.75      ,   90.        ,\n",
-       "         90.        ,  129.375     ,   90.        ,    0.        ,\n",
-       "        -84.375     , -108.        ,   28.125     ,  -18.        ,\n",
-       "        123.75      , -151.875     ,  -60.        , -146.25      ,\n",
-       "        -50.625     ,  174.375     ,  168.75      ,  -30.        ,\n",
-       "        146.25      ,  -67.5       ,   75.        , -150.        ,\n",
-       "        -36.        ,   90.        ,  -67.5       , -174.375     ,\n",
-       "        167.14285714,   90.        ,  -95.625     ,  -12.85714286,\n",
-       "         45.        ,  140.625     ,   16.875     ,   22.5       ,\n",
-       "       -140.625     , -180.        ,   78.75      ,   39.375     ,\n",
-       "       -163.125     ,  135.        ,  -90.        , -150.        ,\n",
-       "       -157.5       ,  -11.25      ,    5.625     ,  -78.75      ,\n",
-       "        -73.125     ,    0.        ,  174.375     , -180.        ,\n",
-       "        140.625     , -163.125     ,   25.71428571,   11.25      ,\n",
-       "       -135.        , -106.875     ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>60.43 -41.81 48.14 ... -30.0 4.78</div><input id='attrs-424d4255-9cc9-482f-b3cf-a348a4956c01' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-424d4255-9cc9-482f-b3cf-a348a4956c01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd638e8e-f4fa-4cd8-bee9-d07ce58ff910' class='xr-var-data-in' type='checkbox'><label for='data-bd638e8e-f4fa-4cd8-bee9-d07ce58ff910' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 60.43443884, -41.8103149 ,  48.14120779, -48.14120779,\n",
-       "        60.43443884,  -9.59406823,  35.68533471,  14.47751219,\n",
-       "        72.38756093, -60.43443884,   9.59406823,  41.8103149 ,\n",
-       "        -9.59406823,   9.59406823, -30.        ,  -4.78019185,\n",
-       "        48.14120779, -35.68533471,  48.14120779, -14.47751219,\n",
-       "        -4.78019185, -14.47751219, -48.14120779,  41.8103149 ,\n",
-       "        19.47122063,  24.62431835,  66.44353569,  48.14120779,\n",
-       "        66.44353569, -41.8103149 , -78.28414761, -19.47122063,\n",
-       "        41.8103149 , -35.68533471,   4.78019185,  19.47122063,\n",
-       "        41.8103149 , -54.3409123 ,  35.68533471, -60.43443884,\n",
-       "       -60.43443884,  48.14120779,  -4.78019185,  -4.78019185,\n",
-       "       -24.62431835, -30.        ,  -9.59406823, -35.68533471,\n",
-       "        41.8103149 ,  30.        ,  35.68533471,   9.59406823,\n",
-       "       -60.43443884, -35.68533471, -60.43443884, -54.3409123 ,\n",
-       "        -9.59406823,  35.68533471,  72.38756093,  14.47751219,\n",
-       "        19.47122063,  48.14120779, -78.28414761,   9.59406823,\n",
-       "       -41.8103149 ,   0.        ,  -4.78019185,  41.8103149 ,\n",
-       "       -41.8103149 , -30.        ,  24.62431835,   9.59406823,\n",
-       "       -48.14120779, -35.68533471,  30.        ,   0.        ,\n",
-       "         9.59406823, -72.38756093,  35.68533471,   0.        ,\n",
+       "       -129.375     ,  -28.125     ,  118.125     ,   67.5       ,\n",
+       "       -123.75      ,   18.        ,   61.875     ,   39.375     ,\n",
+       "       -167.14285714,  135.        ,  146.25      ,  -36.        ,\n",
+       "       -180.        ,  118.125     ,   84.375     ,  174.375     ,\n",
+       "        123.75      ,   73.125     ,  101.25      ,  -56.25      ,\n",
+       "        -73.125     , -135.        , -141.42857143,   45.        ,\n",
+       "         45.        ,  168.75      ,  -16.875     ,    0.        ,\n",
+       "        -61.875     ,   45.        ,   90.        , -168.75      ,\n",
+       "        120.        ,  135.        ,   28.125     , -135.        ,\n",
+       "         22.5       ,  126.        ,  123.75      ,   38.57142857,\n",
+       "       -146.25      ,  -78.75      ,    0.        ,  -90.        ,\n",
+       "         33.75      ,   56.25      , -129.375     ,  -90.        ,\n",
+       "        -28.125     ,  101.25      , -118.125     ,   45.        ,\n",
+       "       -180.        ,  -61.875     , -123.75      ,   61.875     ,\n",
+       "       -180.        ,  106.875     , -140.625     ,  -39.375     ,\n",
+       "       -102.85714286, -118.125     , -150.        , -150.        ,\n",
+       "        -16.875     ,  101.25      ,   67.5       ,  -28.125     ,\n",
+       "       -180.        ,  -56.25      ,  174.375     ,  -72.        ,\n",
+       "       -112.5       ,   84.375     ,   45.        ,  106.875     ,\n",
+       "        -90.        ,  -60.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.594 14.48 ... -48.14 -72.39</div><input id='attrs-0fee81f5-4333-4c8d-8f1b-6ae91a14fe6e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0fee81f5-4333-4c8d-8f1b-6ae91a14fe6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74dcc80f-7b7a-42bf-8e7b-89d5c1e5ebae' class='xr-var-data-in' type='checkbox'><label for='data-74dcc80f-7b7a-42bf-8e7b-89d5c1e5ebae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ -9.59406823,  14.47751219, -60.43443884, -41.8103149 ,\n",
+       "        24.62431835,   4.78019185,  19.47122063,   9.59406823,\n",
+       "         0.        ,  48.14120779, -54.3409123 , -54.3409123 ,\n",
+       "        14.47751219, -19.47122063, -60.43443884,  14.47751219,\n",
+       "        19.47122063,  41.8103149 , -60.43443884, -35.68533471,\n",
+       "       -60.43443884,  41.8103149 ,  30.        ,  30.        ,\n",
+       "        78.28414761, -30.        ,  24.62431835, -30.        ,\n",
+       "         9.59406823,   9.59406823, -78.28414761,  41.8103149 ,\n",
+       "         9.59406823,  35.68533471,  30.        ,  -9.59406823,\n",
+       "         4.78019185, -30.        , -19.47122063,  48.14120779,\n",
+       "        14.47751219, -14.47751219, -30.        ,  -4.78019185,\n",
+       "        60.43443884, -19.47122063,   9.59406823,  35.68533471,\n",
+       "       -78.28414761, -48.14120779, -14.47751219,  66.44353569,\n",
+       "       -35.68533471,  19.47122063, -19.47122063,  48.14120779,\n",
+       "        78.28414761,  60.43443884,   9.59406823,  14.47751219,\n",
+       "       -41.8103149 ,  72.38756093, -35.68533471, -41.8103149 ,\n",
+       "       -54.3409123 ,  14.47751219,  -9.59406823, -48.14120779,\n",
+       "       -35.68533471,  30.        , -54.3409123 , -41.8103149 ,\n",
+       "         9.59406823,  60.43443884,   0.        ,  78.28414761,\n",
+       "        14.47751219, -35.68533471,  48.14120779,  35.68533471,\n",
        "...\n",
-       "       -30.        ,  -4.78019185,  30.        , -19.47122063,\n",
-       "       -30.        , -72.38756093, -84.14973294,  14.47751219,\n",
-       "        -4.78019185,   9.59406823,   4.78019185,  -9.59406823,\n",
-       "         4.78019185,  48.14120779, -24.62431835,  -4.78019185,\n",
-       "       -72.38756093, -35.68533471, -66.44353569,  19.47122063,\n",
-       "        35.68533471, -14.47751219,   9.59406823,  60.43443884,\n",
-       "        30.        ,  14.47751219,  66.44353569,  41.8103149 ,\n",
-       "        14.47751219, -60.43443884, -35.68533471, -60.43443884,\n",
-       "       -30.        ,  24.62431835, -54.3409123 ,  -9.59406823,\n",
-       "       -35.68533471,  14.47751219,  41.8103149 , -54.3409123 ,\n",
-       "       -41.8103149 ,  66.44353569,  54.3409123 ,  54.3409123 ,\n",
-       "        60.43443884,  41.8103149 ,  -9.59406823,  14.47751219,\n",
-       "        48.14120779,  84.14973294, -35.68533471,  48.14120779,\n",
-       "        30.        ,  14.47751219,  14.47751219, -41.8103149 ,\n",
-       "       -35.68533471, -66.44353569,  30.        , -14.47751219,\n",
-       "       -35.68533471,  19.47122063, -60.43443884, -72.38756093,\n",
-       "        66.44353569,   0.        ,  35.68533471,   0.        ,\n",
-       "         4.78019185,  66.44353569,  24.62431835,  54.3409123 ,\n",
-       "       -24.62431835,   4.78019185, -48.14120779,   9.59406823,\n",
-       "       -30.        ,   4.78019185])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-8f10f7bf-9ffd-4195-b409-6182c46884b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f10f7bf-9ffd-4195-b409-6182c46884b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59e9534d-773b-4030-929a-9e6e5f495e76' class='xr-var-data-in' type='checkbox'><label for='data-59e9534d-773b-4030-929a-9e6e5f495e76' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
+       "        24.62431835,   4.78019185, -24.62431835,   0.        ,\n",
+       "        41.8103149 , -60.43443884, -14.47751219,  -4.78019185,\n",
+       "       -48.14120779,   9.59406823,  41.8103149 ,  60.43443884,\n",
+       "        72.38756093,  24.62431835,  -4.78019185,  -4.78019185,\n",
+       "       -41.8103149 , -14.47751219,  41.8103149 , -30.        ,\n",
+       "         4.78019185, -41.8103149 ,  48.14120779,  30.        ,\n",
+       "        19.47122063,  -9.59406823,  24.62431835,  30.        ,\n",
+       "        35.68533471,  66.44353569,  41.8103149 ,  41.8103149 ,\n",
+       "        54.3409123 ,  66.44353569, -14.47751219,  54.3409123 ,\n",
+       "        41.8103149 ,  60.43443884,   9.59406823, -48.14120779,\n",
+       "        19.47122063,  19.47122063,   9.59406823,   9.59406823,\n",
+       "         0.        ,  41.8103149 , -35.68533471,  19.47122063,\n",
+       "       -24.62431835,  -9.59406823, -35.68533471,  -9.59406823,\n",
+       "       -78.28414761,  -4.78019185, -41.8103149 ,  14.47751219,\n",
+       "        78.28414761,  -4.78019185,   4.78019185,  35.68533471,\n",
+       "        48.14120779,  14.47751219, -72.38756093, -54.3409123 ,\n",
+       "       -14.47751219,  30.        ,  30.        , -35.68533471,\n",
+       "         0.        ,  -9.59406823, -14.47751219, -60.43443884,\n",
+       "         9.59406823,  35.68533471,  41.8103149 , -14.47751219,\n",
+       "       -48.14120779, -72.38756093])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 50.62 39.38 ... -50.62 -45.0</div><input id='attrs-e85aaf0d-1b33-41bb-963a-b4cba3de296e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e85aaf0d-1b33-41bb-963a-b4cba3de296e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6296a19-1c74-4e7f-8e67-74d7f886ffae' class='xr-var-data-in' type='checkbox'><label for='data-f6296a19-1c74-4e7f-8e67-74d7f886ffae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,   50.625     ,   39.375     ,   45.        ,\n",
        "         56.25      ,   61.875     ,   50.625     ,   56.25      ,\n",
        "         33.75      ,   39.375     ,   28.125     ,   33.75      ,\n",
        "         45.        ,   50.625     ,   39.375     ,   45.        ,\n",
@@ -1457,7 +1457,7 @@
        "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ,\n",
        "        -33.75      ,  -28.125     ,  -39.375     ,  -33.75      ,\n",
        "        -56.25      ,  -50.625     ,  -61.875     ,  -56.25      ,\n",
-       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-088c9262-477f-4af2-8787-21e030aecab5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-088c9262-477f-4af2-8787-21e030aecab5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f41e348a-104b-4640-a51b-b8bb21c97259' class='xr-var-data-in' type='checkbox'><label for='data-f41e348a-104b-4640-a51b-b8bb21c97259' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
+       "        -45.        ,  -39.375     ,  -50.625     ,  -45.        ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.78 9.594 9.594 ... -9.594 -4.78</div><input id='attrs-7cbaf140-b257-43fa-a4ab-75deb36a015b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cbaf140-b257-43fa-a4ab-75deb36a015b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d21cd56a-5c3e-4781-9b40-cf43bbd3ff08' class='xr-var-data-in' type='checkbox'><label for='data-d21cd56a-5c3e-4781-9b40-cf43bbd3ff08' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([  4.78019185,   9.59406823,   9.59406823,  14.47751219,\n",
        "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
        "        14.47751219,  19.47122063,  19.47122063,  24.62431835,\n",
        "        24.62431835,  30.        ,  30.        ,  35.68533471,\n",
@@ -1497,13 +1497,13 @@
        "       -35.68533471, -30.        , -30.        , -24.62431835,\n",
        "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
        "       -24.62431835, -19.47122063, -19.47122063, -14.47751219,\n",
-       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-979137cb-a1bc-4320-b8ce-a2943e767641' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-979137cb-a1bc-4320-b8ce-a2943e767641' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-3cdecc4a-4fc6-45b9-aa51-e0db9488342f' class='xr-section-summary-in' type='checkbox' checked /><label for='section-3cdecc4a-4fc6-45b9-aa51-e0db9488342f' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>322 51 468 557 ... 385 290 329 671</div><input id='attrs-1cb67dcf-3c54-4816-b551-4012347b9b8f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1cb67dcf-3c54-4816-b551-4012347b9b8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0b016b09-c916-4119-8cea-9014d22f3e7a' class='xr-var-data-in' type='checkbox'><label for='data-0b016b09-c916-4119-8cea-9014d22f3e7a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[322,  51, 468, 557],\n",
-       "       [516, 469,  51, 322],\n",
-       "       [ 51, 306, 340, 468],\n",
+       "       -14.47751219,  -9.59406823,  -9.59406823,  -4.78019185])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-65aa6ec1-b865-45f3-9df1-3d3c0f3c2cca' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-65aa6ec1-b865-45f3-9df1-3d3c0f3c2cca' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-f5d74a18-9118-4493-8fa2-08a14ee1fa79' class='xr-section-summary-in' type='checkbox' checked /><label for='section-f5d74a18-9118-4493-8fa2-08a14ee1fa79' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>650 486 307 319 ... 502 285 209 116</div><input id='attrs-698d908c-24c3-40cb-ae58-7c999a87f8df' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-698d908c-24c3-40cb-ae58-7c999a87f8df' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72fd4b02-5227-46b1-a28c-d2e14bbd7ce7' class='xr-var-data-in' type='checkbox'><label for='data-72fd4b02-5227-46b1-a28c-d2e14bbd7ce7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[650, 486, 307, 319],\n",
+       "       [441, 263, 486, 650],\n",
+       "       [486,  59, 449, 307],\n",
        "       ...,\n",
-       "       [  5, 385, 671,  21],\n",
-       "       [671, 329, 532, 593],\n",
-       "       [385, 290, 329, 671]], shape=(768, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-59849a18-5f2a-465c-891f-2f2706b5a9b2' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-59849a18-5f2a-465c-891f-2f2706b5a9b2' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-18152260-1dfe-4f41-9e63-399f7a57c403' class='xr-section-summary-in' type='checkbox' checked /><label for='section-18152260-1dfe-4f41-9e63-399f7a57c403' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+       "       [592, 502, 116,  50],\n",
+       "       [116, 209, 761, 565],\n",
+       "       [502, 285, 209, 116]], shape=(768, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cc3559b5-c175-46c8-b374-881ed19381ee' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-cc3559b5-c175-46c8-b374-881ed19381ee' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-98c29c3d-365a-40ce-b771-bea549728f93' class='xr-section-summary-in' type='checkbox' checked /><label for='section-98c29c3d-365a-40ce-b771-bea549728f93' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>3</dd><dt><span>n_side :</span></dt><dd>8</dd><dt><span>n_pix :</span></dt><dd>768</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<uxarray.Grid>\n",
@@ -1546,10 +1546,10 @@
    "id": "935e78eda9c2ce8c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:25.531301Z",
-     "iopub.status.busy": "2026-07-15T18:42:25.531214Z",
-     "iopub.status.idle": "2026-07-15T18:42:25.536803Z",
-     "shell.execute_reply": "2026-07-15T18:42:25.536401Z"
+     "iopub.execute_input": "2026-07-17T18:51:18.699161Z",
+     "iopub.status.busy": "2026-07-17T18:51:18.699066Z",
+     "iopub.status.idle": "2026-07-17T18:51:18.706113Z",
+     "shell.execute_reply": "2026-07-17T18:51:18.705558Z"
     }
    },
    "outputs": [
@@ -2099,35 +2099,35 @@
        "  stroke-width: 0.8px;\n",
        "}\n",
        "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;face_node_connectivity&#x27; (n_face: 768, n_max_face_nodes: 4)&gt; Size: 25kB\n",
-       "array([[ 14, 200, 120, 429],\n",
-       "       [632, 676, 200,  14],\n",
-       "       [200, 158,  34, 120],\n",
+       "array([[103, 537, 207, 146],\n",
+       "       [362, 578, 537, 103],\n",
+       "       [537,  97, 147, 207],\n",
        "       ...,\n",
-       "       [ 92, 230, 605, 564],\n",
-       "       [605,  15, 720, 184],\n",
-       "       [230, 226,  15, 605]], shape=(768, 4))\n",
+       "       [560, 550, 709, 536],\n",
+       "       [709, 556, 395,  59],\n",
+       "       [550, 673, 556, 709]], shape=(768, 4))\n",
        "Dimensions without coordinates: n_face, n_max_face_nodes\n",
        "Attributes:\n",
        "    cf_role:      face_node_connectivity\n",
        "    long name:    Maps every face to its corner nodes.\n",
        "    start_index:  0\n",
-       "    _FillValue:   -9223372036854775808</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_node_connectivity&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_max_face_nodes</span>: 4</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-58529eb9-c6bc-487b-a5e4-d3a2b4ad3b7e' class='xr-array-in' type='checkbox' checked><label for='section-58529eb9-c6bc-487b-a5e4-d3a2b4ad3b7e' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>14 200 120 429 632 676 200 14 200 ... 605 15 720 184 230 226 15 605</span></div><div class='xr-array-data'><pre>array([[ 14, 200, 120, 429],\n",
-       "       [632, 676, 200,  14],\n",
-       "       [200, 158,  34, 120],\n",
+       "    _FillValue:   -9223372036854775808</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-obj-name'>&#x27;face_node_connectivity&#x27;</div><ul class='xr-dim-list'><li><span>n_face</span>: 768</li><li><span>n_max_face_nodes</span>: 4</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-bae5a123-0c17-4897-85fa-e3443aa0af23' class='xr-array-in' type='checkbox' checked><label for='section-bae5a123-0c17-4897-85fa-e3443aa0af23' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>103 537 207 146 362 578 537 103 537 ... 709 556 395 59 550 673 556 709</span></div><div class='xr-array-data'><pre>array([[103, 537, 207, 146],\n",
+       "       [362, 578, 537, 103],\n",
+       "       [537,  97, 147, 207],\n",
        "       ...,\n",
-       "       [ 92, 230, 605, 564],\n",
-       "       [605,  15, 720, 184],\n",
-       "       [230, 226,  15, 605]], shape=(768, 4))</pre></div></div></li><li class='xr-section-item'><input id='section-8127dbbc-8f98-4a1e-9c6d-2ef7f99b5aaa' class='xr-section-summary-in' type='checkbox' checked /><label for='section-8127dbbc-8f98-4a1e-9c6d-2ef7f99b5aaa' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div></li></ul></div></div>"
+       "       [560, 550, 709, 536],\n",
+       "       [709, 556, 395,  59],\n",
+       "       [550, 673, 556, 709]], shape=(768, 4))</pre></div></div></li><li class='xr-section-item'><input id='section-be0a6b6a-3e5e-49cc-8e38-8c36da853e7e' class='xr-section-summary-in' type='checkbox' checked /><label for='section-be0a6b6a-3e5e-49cc-8e38-8c36da853e7e' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.DataArray 'face_node_connectivity' (n_face: 768, n_max_face_nodes: 4)> Size: 25kB\n",
-       "array([[ 14, 200, 120, 429],\n",
-       "       [632, 676, 200,  14],\n",
-       "       [200, 158,  34, 120],\n",
+       "array([[103, 537, 207, 146],\n",
+       "       [362, 578, 537, 103],\n",
+       "       [537,  97, 147, 207],\n",
        "       ...,\n",
-       "       [ 92, 230, 605, 564],\n",
-       "       [605,  15, 720, 184],\n",
-       "       [230, 226,  15, 605]], shape=(768, 4))\n",
+       "       [560, 550, 709, 536],\n",
+       "       [709, 556, 395,  59],\n",
+       "       [550, 673, 556, 709]], shape=(768, 4))\n",
        "Dimensions without coordinates: n_face, n_max_face_nodes\n",
        "Attributes:\n",
        "    cf_role:      face_node_connectivity\n",
@@ -2166,10 +2166,10 @@
    "id": "34c9de64665bcd77",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:25.537872Z",
-     "iopub.status.busy": "2026-07-15T18:42:25.537801Z",
-     "iopub.status.idle": "2026-07-15T18:42:31.720909Z",
-     "shell.execute_reply": "2026-07-15T18:42:31.720465Z"
+     "iopub.execute_input": "2026-07-17T18:51:18.707456Z",
+     "iopub.status.busy": "2026-07-17T18:51:18.707353Z",
+     "iopub.status.idle": "2026-07-17T18:51:25.795662Z",
+     "shell.execute_reply": "2026-07-17T18:51:25.795159Z"
     }
    },
    "outputs": [
@@ -2723,12 +2723,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='7c793e31-7abe-45b9-9c4a-32e198912aa5'>\n",
-       "  <div id=\"f678c5f1-148a-4061-b4b7-2cfdae386178\" data-root-id=\"7c793e31-7abe-45b9-9c4a-32e198912aa5\" style=\"display: contents;\"></div>\n",
+       "<div id='8f5636a7-1e8b-4a50-be4d-cb337b0011da'>\n",
+       "  <div id=\"fb31bbc4-3633-42f4-ab00-26e7d0dc8450\" data-root-id=\"8f5636a7-1e8b-4a50-be4d-cb337b0011da\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
-       "  var docs_json = {\"ebfe1fde-4d64-42ce-bda4-1211b00accce\":{\"version\":\"3.9.0\",\"title\":\"Bokeh 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-       "  var render_items = [{\"docid\":\"ebfe1fde-4d64-42ce-bda4-1211b00accce\",\"roots\":{\"7c793e31-7abe-45b9-9c4a-32e198912aa5\":\"f678c5f1-148a-4061-b4b7-2cfdae386178\"},\"root_ids\":[\"7c793e31-7abe-45b9-9c4a-32e198912aa5\"]}];\n",
+       "  var docs_json = {\"cd05c3d4-b8ac-4524-b7b6-7e561ccb17de\":{\"version\":\"3.9.0\",\"title\":\"Bokeh Application\",\"config\":{\"type\":\"object\",\"name\":\"DocumentConfig\",\"id\":\"a77da144-709c-429d-89c2-5257ad12d453\",\"attributes\":{\"notifications\":{\"type\":\"object\",\"name\":\"Notifications\",\"id\":\"ffea97e0-da7e-4de7-91de-9f0587ba9a03\"}}},\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"8f5636a7-1e8b-4a50-be4d-cb337b0011da\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"36c47445-a421-4ee6-9623-889a99b1b7b1\",\"attributes\":{\"plot_id\":\"8f5636a7-1e8b-4a50-be4d-cb337b0011da\",\"comm_id\":\"834f997f537645edbaf57aa564ab191e\",\"client_comm_id\":\"90becba4a6ea4fcd969da297b5a998c0\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"cd05c3d4-b8ac-4524-b7b6-7e561ccb17de\",\"roots\":{\"8f5636a7-1e8b-4a50-be4d-cb337b0011da\":\"fb31bbc4-3633-42f4-ab00-26e7d0dc8450\"},\"root_ids\":[\"8f5636a7-1e8b-4a50-be4d-cb337b0011da\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2797,7 +2797,7 @@
      },
      "metadata": {
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+       "  var render_items = [{\"docid\":\"9248916a-dcf3-4d62-a009-5212a4141aff\",\"roots\":{\"f1df3494-1f85-4d25-b623-d6c841f8485b\":\"bb74af39-13be-479f-9894-4d18fa38bb13\"},\"root_ids\":[\"f1df3494-1f85-4d25-b623-d6c841f8485b\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -3438,7 +3438,7 @@
      "execution_count": 5,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "7446464f-786c-4750-bb38-5db6d4fa0047"
+       "id": "f1df3494-1f85-4d25-b623-d6c841f8485b"
       }
      },
      "output_type": "execute_result"
@@ -3474,10 +3474,10 @@
    "id": "eb4879c32c78a4a0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:31.724594Z",
-     "iopub.status.busy": "2026-07-15T18:42:31.724478Z",
-     "iopub.status.idle": "2026-07-15T18:42:33.492830Z",
-     "shell.execute_reply": "2026-07-15T18:42:33.492376Z"
+     "iopub.execute_input": "2026-07-17T18:51:25.799224Z",
+     "iopub.status.busy": "2026-07-17T18:51:25.799102Z",
+     "iopub.status.idle": "2026-07-17T18:51:27.732690Z",
+     "shell.execute_reply": "2026-07-17T18:51:27.732098Z"
     }
    },
    "outputs": [],
@@ -3507,10 +3507,10 @@
    "id": "5adb8285-1886-4992-9f4e-7a89fdaa8986",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:33.494371Z",
-     "iopub.status.busy": "2026-07-15T18:42:33.494279Z",
-     "iopub.status.idle": "2026-07-15T18:42:39.679682Z",
-     "shell.execute_reply": "2026-07-15T18:42:39.679107Z"
+     "iopub.execute_input": "2026-07-17T18:51:27.734518Z",
+     "iopub.status.busy": "2026-07-17T18:51:27.734396Z",
+     "iopub.status.idle": "2026-07-17T18:51:34.294116Z",
+     "shell.execute_reply": "2026-07-17T18:51:34.293579Z"
     }
    },
    "outputs": [
@@ -3523,12 +3523,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='f482b089-a8b1-4e2d-ae73-37efb03314bd'>\n",
-       "  <div id=\"fe8922d5-68b2-4295-9342-836ecec35512\" data-root-id=\"f482b089-a8b1-4e2d-ae73-37efb03314bd\" style=\"display: contents;\"></div>\n",
+       "<div id='1d5ce0d8-3818-4a6c-a84d-6a00b67c2660'>\n",
+       "  <div id=\"d5eb1ce6-fe13-40f7-bd62-a811b6e4b1a3\" data-root-id=\"1d5ce0d8-3818-4a6c-a84d-6a00b67c2660\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
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fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"77e51304-d2c9-4bbf-8dff-b022d4e9fead\",\"roots\":{\"1d5ce0d8-3818-4a6c-a84d-6a00b67c2660\":\"d5eb1ce6-fe13-40f7-bd62-a811b6e4b1a3\"},\"root_ids\":[\"1d5ce0d8-3818-4a6c-a84d-6a00b67c2660\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -3603,7 +3603,7 @@
      "execution_count": 7,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "f482b089-a8b1-4e2d-ae73-37efb03314bd"
+       "id": "1d5ce0d8-3818-4a6c-a84d-6a00b67c2660"
       }
      },
      "output_type": "execute_result"
@@ -3629,10 +3629,10 @@
    "id": "1e5cfa34f3bdb8b1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:39.690971Z",
-     "iopub.status.busy": "2026-07-15T18:42:39.690842Z",
-     "iopub.status.idle": "2026-07-15T18:42:39.876293Z",
-     "shell.execute_reply": "2026-07-15T18:42:39.875812Z"
+     "iopub.execute_input": "2026-07-17T18:51:34.306443Z",
+     "iopub.status.busy": "2026-07-17T18:51:34.306284Z",
+     "iopub.status.idle": "2026-07-17T18:51:34.584817Z",
+     "shell.execute_reply": "2026-07-17T18:51:34.584152Z"
     }
    },
    "outputs": [
@@ -4738,8 +4738,8 @@
        "</style><pre class='xr-text-repr-fallback'>&lt;xarray.UxDataArray &#x27;psi&#x27; (n_face: 12288)&gt; Size: 98kB\n",
        "array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
        "      shape=(12288,))\n",
-       "Dimensions without coordinates: n_face</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'psi'</div><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-9d717931-7120-4462-b670-380e7802f5a9' class='xr-array-in' type='checkbox' checked><label for='section-9d717931-7120-4462-b670-380e7802f5a9' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.6318 0.6344 0.666 0.666 0.6344 ... 1.437 1.437 1.425 1.437 1.438</span></div><div class='xr-array-data'><pre>array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
-       "      shape=(12288,))</pre></div></div></li><li class='xr-section-item'><input id='section-b0bb2654-9de4-404f-a3e4-6cdbe1a1a411' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b0bb2654-9de4-404f-a3e4-6cdbe1a1a411' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0b2565ed-2c5d-4c8d-855b-a4678d5cd0e2' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0b2565ed-2c5d-4c8d-855b-a4678d5cd0e2' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-55020288-1cc9-4af9-ae22-64ee302c862f' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-55020288-1cc9-4af9-ae22-64ee302c862f' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "Dimensions without coordinates: n_face</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray</div><div class='xr-array-name'>'psi'</div><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-9eb7e024-b768-4ce1-988b-7b19d9182e6f' class='xr-array-in' type='checkbox' checked><label for='section-9eb7e024-b768-4ce1-988b-7b19d9182e6f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.6318 0.6344 0.666 0.666 0.6344 ... 1.437 1.437 1.425 1.437 1.438</span></div><div class='xr-array-data'><pre>array([0.631794, 0.634404, 0.666049, ..., 1.424628, 1.437251, 1.437746],\n",
+       "      shape=(12288,))</pre></div></div></li><li class='xr-section-item'><input id='section-e23041bd-f2b1-4225-b4e2-5253f71c657f' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-e23041bd-f2b1-4225-b4e2-5253f71c657f' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-7dd5c35e-2bd4-41a9-bd24-c094708cbebd' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-7dd5c35e-2bd4-41a9-bd24-c094708cbebd' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-907158ab-c136-46a2-826d-c27c415deba4' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-907158ab-c136-46a2-826d-c27c415deba4' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
        "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
@@ -5300,20 +5300,20 @@
        "  * face_node_connectivity: (12288, 4)\n",
        "Grid Descriptor Variables:\n",
        "  * n_nodes_per_face: (12288,)\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b531992b-90f1-43f7-820b-3b482aab675d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-b531992b-90f1-43f7-820b-3b482aab675d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li><li><span>n_node</span>: 12290</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-3151eec5-7337-4e6c-954c-fe8e99770055' class='xr-section-summary-in' type='checkbox' /><label for='section-3151eec5-7337-4e6c-954c-fe8e99770055' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 144.8 -23.91 ... 55.38 37.97</div><input id='attrs-989371eb-25ce-4f3f-8d9d-a66d0f35487f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-989371eb-25ce-4f3f-8d9d-a66d0f35487f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c163df80-21fc-4578-b085-65a0e287ea01' class='xr-var-data-in' type='checkbox'><label for='data-c163df80-21fc-4578-b085-65a0e287ea01' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  45.        ,  144.84375   ,  -23.90625   , ..., -118.125     ,\n",
-       "         55.38461538,   37.96875   ], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-72.39 10.81 ... -51.26 -10.81</div><input id='attrs-f5ccdf66-64ac-47fc-9e48-f88c3cefaaf9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5ccdf66-64ac-47fc-9e48-f88c3cefaaf9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8462889-2d20-48a1-8119-1efab9e7f484' class='xr-var-data-in' type='checkbox'><label for='data-c8462889-2d20-48a1-8119-1efab9e7f484' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-72.38756093,  10.80692287,   5.9791568 , ...,  -2.38801546,\n",
-       "       -51.25580695, -10.80692287], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-6f11133b-89ad-415f-acd0-0747ad232984' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6f11133b-89ad-415f-acd0-0747ad232984' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad429262-6f98-43d7-92df-a12d002046a9' class='xr-var-data-in' type='checkbox'><label for='data-ad429262-6f98-43d7-92df-a12d002046a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
-       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-103b37ac-6939-46f1-a9bf-ce3e8e08e781' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-103b37ac-6939-46f1-a9bf-ce3e8e08e781' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdbd4342-e249-4327-ad61-ec11d7fc0e9c' class='xr-var-data-in' type='checkbox'><label for='data-bdbd4342-e249-4327-ad61-ec11d7fc0e9c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
-       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7a965852-aae7-496e-9467-ce163234a66e' class='xr-section-summary-in' type='checkbox' /><label for='section-7a965852-aae7-496e-9467-ce163234a66e' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.6889 ... 0.6889 0.707</div><input id='attrs-309300f9-170b-46ef-815d-a89b8841645a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-309300f9-170b-46ef-815d-a89b8841645a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba2ec65d-4aca-4e69-87f9-b332fed7c86f' class='xr-var-data-in' type='checkbox'><label for='data-ba2ec65d-4aca-4e69-87f9-b332fed7c86f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([0.70695331, 0.68894173, 0.72361812, ..., 0.72361812, 0.68894173,\n",
-       "       0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.7236 ... -0.7236 -0.707</div><input id='attrs-31eac7ea-70ca-4298-bd35-7ff082b691a0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31eac7ea-70ca-4298-bd35-7ff082b691a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47a2ef14-8d32-4b9b-b9a9-ac32677d54eb' class='xr-var-data-in' type='checkbox'><label for='data-47a2ef14-8d32-4b9b-b9a9-ac32677d54eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([ 0.70695331,  0.72361812,  0.68894173, ..., -0.68894173,\n",
-       "       -0.72361812, -0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.02083 0.04167 ... -0.02083</div><input id='attrs-a94329af-f341-4562-976e-ee1861385eaf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a94329af-f341-4562-976e-ee1861385eaf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3464992a-f158-4a7f-88f7-2d714ba26fe9' class='xr-var-data-in' type='checkbox'><label for='data-3464992a-f158-4a7f-88f7-2d714ba26fe9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>array([ 0.02083333,  0.04166667,  0.04166667, ..., -0.04166667,\n",
-       "       -0.04166667, -0.02083333], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0a23b62e-20e0-4840-80d2-4de1aaa5b6f4' class='xr-section-summary-in' type='checkbox' /><label for='section-0a23b62e-20e0-4840-80d2-4de1aaa5b6f4' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>792 5713 3601 ... 8832 6078 10113</div><input id='attrs-4792f1d5-9946-4089-b99b-70d8a116433e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4792f1d5-9946-4089-b99b-70d8a116433e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37de7a5e-8d39-4882-abe2-354c38ee2708' class='xr-var-data-in' type='checkbox'><label for='data-37de7a5e-8d39-4882-abe2-354c38ee2708' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[  792,  5713,  3601,  7638],\n",
-       "       [ 1002,  1028,  5713,   792],\n",
-       "       [ 5713,  8824, 10251,  3601],\n",
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataArray.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ec728bcc-0bf1-471b-b848-fa5efb91e7ca' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-ec728bcc-0bf1-471b-b848-fa5efb91e7ca' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li><li><span>n_node</span>: 12290</li><li><span>n_max_face_nodes</span>: 4</li></ul></div></li><li class='xr-section-item'><input id='section-96c6de3e-2756-415d-9c25-84f1ba9e0695' class='xr-section-summary-in' type='checkbox' /><label for='section-96c6de3e-2756-415d-9c25-84f1ba9e0695' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>node_lon</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>120.9 -106.9 90.0 ... 156.1 -70.31</div><input id='attrs-aa781735-e939-4ce4-a1a2-de34efe26e6f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa781735-e939-4ce4-a1a2-de34efe26e6f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e52a8fcd-2fd3-4a9b-a920-b4aab3e81e42' class='xr-var-data-in' type='checkbox'><label for='data-e52a8fcd-2fd3-4a9b-a920-b4aab3e81e42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 120.9375    , -106.875     ,   90.        , ...,  -73.33333333,\n",
+       "        156.09375   ,  -70.3125    ], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>node_lat</span></div><div class='xr-var-dims'>(n_node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.48 66.44 -84.15 ... 28.63 4.78</div><input id='attrs-e62a9c3d-db9a-48d2-aaad-5247b92106c0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e62a9c3d-db9a-48d2-aaad-5247b92106c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67076a71-9a17-4a3f-9d6d-ef4088d06111' class='xr-var-data-in' type='checkbox'><label for='data-67076a71-9a17-4a3f-9d6d-ef4088d06111' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the corner nodes of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 14.47751219,  66.44353569, -84.14973294, ...,  49.70239033,\n",
+       "        28.63098984,   4.78019185], shape=(12290,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-433cd047-7c4d-43c1-b176-e2f359f20861' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-433cd047-7c4d-43c1-b176-e2f359f20861' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ebbf738-e344-4b53-a152-926049962123' class='xr-var-data-in' type='checkbox'><label for='data-1ebbf738-e344-4b53-a152-926049962123' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-8df59ea1-b293-4327-86cf-2fca0c6e5c49' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8df59ea1-b293-4327-86cf-2fca0c6e5c49' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c90de817-e5e7-49c2-be4f-a59027c915a4' class='xr-var-data-in' type='checkbox'><label for='data-c90de817-e5e7-49c2-be4f-a59027c915a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e8b506a9-76ec-4840-8714-a4efcc044d73' class='xr-section-summary-in' type='checkbox' /><label for='section-e8b506a9-76ec-4840-8714-a4efcc044d73' class='xr-section-summary' title='Expand/collapse section'>Cartesian Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_x</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.6889 ... 0.6889 0.707</div><input id='attrs-a6495ad7-0fdb-4aa7-b47f-50559397460c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a6495ad7-0fdb-4aa7-b47f-50559397460c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9bae9ddf-cef6-4f54-b28f-a10834c6f3cd' class='xr-var-data-in' type='checkbox'><label for='data-9bae9ddf-cef6-4f54-b28f-a10834c6f3cd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long name :</span></dt><dd>Cartesian x location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>X</dd></dl></div><div class='xr-var-data'><pre>array([0.70695331, 0.68894173, 0.72361812, ..., 0.72361812, 0.68894173,\n",
+       "       0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_y</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.707 0.7236 ... -0.7236 -0.707</div><input id='attrs-935dce2d-c371-4c9b-9493-2d7fe1d85dd9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-935dce2d-c371-4c9b-9493-2d7fe1d85dd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3ceadf6-4026-4551-b332-3a19080001e9' class='xr-var-data-in' type='checkbox'><label for='data-a3ceadf6-4026-4551-b332-3a19080001e9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>y</dd><dt><span>long name :</span></dt><dd>Cartesian y location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>axis :</span></dt><dd>Y</dd></dl></div><div class='xr-var-data'><pre>array([ 0.70695331,  0.72361812,  0.68894173, ..., -0.68894173,\n",
+       "       -0.72361812, -0.70695331], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_z</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.02083 0.04167 ... -0.02083</div><input id='attrs-b91eeac2-d50e-4947-a825-8360eef2f4dc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b91eeac2-d50e-4947-a825-8360eef2f4dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c67c965b-310a-4abc-9405-fd3005e059c0' class='xr-var-data-in' type='checkbox'><label for='data-c67c965b-310a-4abc-9405-fd3005e059c0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>z</dd><dt><span>long name :</span></dt><dd>Cartesian z location of the center of each face</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>array([ 0.02083333,  0.04166667,  0.04166667, ..., -0.04166667,\n",
+       "       -0.04166667, -0.02083333], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-66726435-14f0-4aaa-b110-ed6636bda35e' class='xr-section-summary-in' type='checkbox' /><label for='section-66726435-14f0-4aaa-b110-ed6636bda35e' class='xr-section-summary' title='Expand/collapse section'>Connectivity: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_node_connectivity</span></div><div class='xr-var-dims'>(n_face, n_max_face_nodes)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>3611 2854 8988 ... 4910 8295 11425</div><input id='attrs-5b854e27-64f5-458b-ace9-cfbecea2d0e0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b854e27-64f5-458b-ace9-cfbecea2d0e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f242c995-b63c-4ba8-b347-df7ebd28ed7b' class='xr-var-data-in' type='checkbox'><label for='data-f242c995-b63c-4ba8-b347-df7ebd28ed7b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long name :</span></dt><dd>Maps every face to its corner nodes.</dd><dt><span>start_index :</span></dt><dd>0</dd><dt><span>_FillValue :</span></dt><dd>-9223372036854775808</dd></dl></div><div class='xr-var-data'><pre>array([[ 3611,  2854,  8988, 11399],\n",
+       "       [ 8858,  2841,  2854,  3611],\n",
+       "       [ 2854,  3829,  1005,  8988],\n",
        "       ...,\n",
-       "       [11778,  4387, 10113,  7343],\n",
-       "       [10113,  6078, 11555, 11591],\n",
-       "       [ 4387,  8832,  6078, 10113]], shape=(12288, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-952fd46f-c000-428b-bd6c-5e9c2bbff489' class='xr-section-summary-in' type='checkbox' /><label for='section-952fd46f-c000-428b-bd6c-5e9c2bbff489' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4 4</div><input id='attrs-4eb4e540-95b8-43ef-b772-059180eade40' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4eb4e540-95b8-43ef-b772-059180eade40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-945ff003-b336-4bf8-a8dc-4c61e6ac8332' class='xr-var-data-in' type='checkbox'><label for='data-945ff003-b336-4bf8-a8dc-4c61e6ac8332' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>array([4, 4, 4, ..., 4, 4, 4], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b40ccae-7676-404f-981e-8dbc0413ef1b' class='xr-section-summary-in' type='checkbox' /><label for='section-2b40ccae-7676-404f-981e-8dbc0413ef1b' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
+       "       [ 4620,  1202, 11425,  8571],\n",
+       "       [11425,  8295, 12191,  6937],\n",
+       "       [ 1202,  4910,  8295, 11425]], shape=(12288, 4))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ecd85007-a026-4a55-82f3-54f0f81aa44a' class='xr-section-summary-in' type='checkbox' /><label for='section-ecd85007-a026-4a55-82f3-54f0f81aa44a' class='xr-section-summary' title='Expand/collapse section'>Descriptors: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>n_nodes_per_face</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>4 4 4 4 4 4 4 4 ... 4 4 4 4 4 4 4 4</div><input id='attrs-3dd43337-c991-4442-8fd6-fd4e6e6d3c45' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3dd43337-c991-4442-8fd6-fd4e6e6d3c45' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d49cbe0c-5a5d-4ff2-a321-a04abe26876b' class='xr-var-data-in' type='checkbox'><label for='data-d49cbe0c-5a5d-4ff2-a321-a04abe26876b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>n_nodes_per_face</dd><dt><span>long name :</span></dt><dd>Number of nodes per face</dd></dl></div><div class='xr-var-data'><pre>array([4, 4, 4, ..., 4, 4, 4], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dd98a556-2386-4c36-8713-f4dd1c56c8c6' class='xr-section-summary-in' type='checkbox' /><label for='section-dd98a556-2386-4c36-8713-f4dd1c56c8c6' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
       ],
       "text/plain": [
        "<xarray.UxDataArray 'psi' (n_face: 12288)> Size: 98kB\n",
@@ -5346,10 +5346,10 @@
    "id": "1c41d4d1-ade5-4a94-8072-27f3c3161344",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:39.877591Z",
-     "iopub.status.busy": "2026-07-15T18:42:39.877495Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.474344Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.473915Z"
+     "iopub.execute_input": "2026-07-17T18:51:34.586124Z",
+     "iopub.status.busy": "2026-07-17T18:51:34.586018Z",
+     "iopub.status.idle": "2026-07-17T18:51:35.201210Z",
+     "shell.execute_reply": "2026-07-17T18:51:35.200632Z"
     }
    },
    "outputs": [
@@ -5362,12 +5362,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='b1276e38-792e-42c8-977a-e6892b9fe8e6'>\n",
-       "  <div id=\"c9321fdd-9019-4cfb-80f4-7245952e0652\" data-root-id=\"b1276e38-792e-42c8-977a-e6892b9fe8e6\" style=\"display: contents;\"></div>\n",
+       "<div id='50eabfcb-4f58-4fff-8c0d-2965dc1b2e02'>\n",
+       "  <div id=\"e5117423-b96e-43d8-94ea-0b70a941eb9c\" data-root-id=\"50eabfcb-4f58-4fff-8c0d-2965dc1b2e02\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
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fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"39a4a8d4-fb23-4557-8e3a-4cbf766a63cd\",\"roots\":{\"50eabfcb-4f58-4fff-8c0d-2965dc1b2e02\":\"e5117423-b96e-43d8-94ea-0b70a941eb9c\"},\"root_ids\":[\"50eabfcb-4f58-4fff-8c0d-2965dc1b2e02\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -5440,7 +5440,7 @@
      "execution_count": 9,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "b1276e38-792e-42c8-977a-e6892b9fe8e6"
+       "id": "50eabfcb-4f58-4fff-8c0d-2965dc1b2e02"
       }
      },
      "output_type": "execute_result"
@@ -5467,10 +5467,10 @@
    "id": "3c6c05475b2455cd",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.475623Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.475526Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.481760Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.481295Z"
+     "iopub.execute_input": "2026-07-17T18:51:35.202715Z",
+     "iopub.status.busy": "2026-07-17T18:51:35.202617Z",
+     "iopub.status.idle": "2026-07-17T18:51:35.208773Z",
+     "shell.execute_reply": "2026-07-17T18:51:35.208218Z"
     }
    },
    "outputs": [],
@@ -5514,10 +5514,10 @@
    "id": "healpix_area_demo",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.483002Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.482919Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.487693Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.487229Z"
+     "iopub.execute_input": "2026-07-17T18:51:35.210089Z",
+     "iopub.status.busy": "2026-07-17T18:51:35.209984Z",
+     "iopub.status.idle": "2026-07-17T18:51:35.218299Z",
+     "shell.execute_reply": "2026-07-17T18:51:35.214701Z"
     }
    },
    "outputs": [
@@ -5560,10 +5560,10 @@
    "id": "dfd494b5-0b3e-472f-8896-bd3566747bdb",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.488830Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.488746Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.500420Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.499933Z"
+     "iopub.execute_input": "2026-07-17T18:51:35.219749Z",
+     "iopub.status.busy": "2026-07-17T18:51:35.219638Z",
+     "iopub.status.idle": "2026-07-17T18:51:35.234196Z",
+     "shell.execute_reply": "2026-07-17T18:51:35.233682Z"
     }
    },
    "outputs": [
@@ -5573,6 +5573,14 @@
      "text": [
       "Geometric std deviation: 1.50e-01 (vs theoretical equal areas)\n"
      ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/mbook/uxarray/uxarray/grid/grid.py:2042: UserWarning: Total face area 12.596138677284442 exceeds the unit-sphere area 12.566370614359172. This usually indicates a malformed grid or incorrect connectivity.\n",
+      "  face_areas, face_jacobian = self._compute_face_areas_and_jacobian(\n"
+     ]
     }
    ],
    "source": [
@@ -5585,6 +5593,128 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "ad31a291",
+   "metadata": {},
+   "source": [
+    "We can visualize how the geometric face areas deviate from the theoretical HEALPix equal areas by plotting their ratio across the grid. `as_uxarray=True` returns a `UxDataArray`, so the ratio can be plotted directly:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "60f80236",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-07-17T18:51:35.235425Z",
+     "iopub.status.busy": "2026-07-17T18:51:35.235344Z",
+     "iopub.status.idle": "2026-07-17T18:51:36.404198Z",
+     "shell.execute_reply": "2026-07-17T18:51:36.403690Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {},
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.holoviews_exec.v0+json": "",
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300px));\\n}\",{\"id\":\"fa51117f-0941-4165-99c5-29a03e1261bb\"},{\"id\":\"9c8274c5-8fcf-42ef-8c1a-a44054606768\"},{\"id\":\"65a3bede-cadb-420b-8a8b-44d8dd0a369a\"}],\"min_width\":0,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}}]}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"start\",\"kind\":\"Any\",\"default\":0},{\"name\":\"end\",\"kind\":\"Any\",\"default\":100},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"ReactiveESM1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"JSComponent1\",\"properties\":[{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"ReactComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"AnyWidgetComponent1\",\"properties\":[{\"name\":\"use_shadow_dom\",\"kind\":\"Any\",\"default\":true},{\"name\":\"esm_constants\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"max_notifications\",\"kind\":\"Any\",\"default\":5},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_rendered\",\"kind\":\"Any\",\"default\":false},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"request_value1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"_synced\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_request_sync\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"holoviews.plotting.bokeh.raster.HoverModel\",\"properties\":[{\"name\":\"xy\",\"kind\":\"Any\",\"default\":null},{\"name\":\"data\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"21f44732-639b-4185-8490-38ec4b26f0a7\",\"roots\":{\"9694e7d1-1a52-41ce-98a9-7d88eec8dce4\":\"e7787c78-42ec-40f9-b686-76aab9dac635\"},\"root_ids\":[\"9694e7d1-1a52-41ce-98a9-7d88eec8dce4\"]}];\n",
+       "  var docs = Object.values(docs_json)\n",
+       "  if (!docs) {\n",
+       "    return\n",
+       "  }\n",
+       "  const version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
+       "  async function embed_document(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t  for (const child of root_el.children) {\n",
+       "            // Ensure JupyterLab does not capture keyboard shortcuts\n",
+       "            // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
+       "\t    child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
+       "\t  }\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "  function get_bokeh(root) {\n",
+       "    if (root.Bokeh === undefined) {\n",
+       "      return null\n",
+       "    } else if (root.Bokeh.version !== version) {\n",
+       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(version)) {\n",
+       "\treturn null\n",
+       "      }\n",
+       "      return root.Bokeh.versions.get(version);\n",
+       "    } else if (root.Bokeh.version === version) {\n",
+       "      return root.Bokeh\n",
+       "    }\n",
+       "    return null\n",
+       "  }\n",
+       "  function is_loaded(root) {\n",
+       "    var Bokeh = get_bokeh(root)\n",
+       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
+       "  }\n",
+       "  if (is_loaded(root)) {\n",
+       "    embed_document(root);\n",
+       "  } else {\n",
+       "    var attempts = 0;\n",
+       "    var timer = setInterval(function(root) {\n",
+       "      if (is_loaded(root)) {\n",
+       "        clearInterval(timer);\n",
+       "        embed_document(root);\n",
+       "      } else if (document.readyState == \"complete\") {\n",
+       "        attempts++;\n",
+       "        if (attempts > 200) {\n",
+       "          clearInterval(timer);\n",
+       "\t  var Bokeh = get_bokeh(root)\n",
+       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
+       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
+       "\t  } else {\n",
+       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
+       "\t    embed_document(root)\n",
+       "\t  }\n",
+       "        }\n",
+       "      }\n",
+       "    }, 25, root)\n",
+       "  }\n",
+       "})(window);</script>"
+      ],
+      "text/plain": [
+       ":Image   [x,y]   (x_y var)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {
+      "application/vnd.holoviews_exec.v0+json": {
+       "id": "9694e7d1-1a52-41ce-98a9-7d88eec8dce4"
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geometric = grid.compute_face_areas(as_uxarray=True)\n",
+    "(geometric / grid.face_areas).plot(\n",
+    "    cmap=\"viridis\",\n",
+    "    title=\"Geometric / theoretical HEALPix face-area ratio\",\n",
+    ")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "healpix_error_analysis",
@@ -5618,14 +5748,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "7a9e21366632177d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.501774Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.501651Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.508590Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.508135Z"
+     "iopub.execute_input": "2026-07-17T18:51:36.405589Z",
+     "iopub.status.busy": "2026-07-17T18:51:36.405493Z",
+     "iopub.status.idle": "2026-07-17T18:51:36.412659Z",
+     "shell.execute_reply": "2026-07-17T18:51:36.412234Z"
     }
    },
    "outputs": [
@@ -6724,7 +6854,7 @@
        "Dimensions:  (n_face: 12288)\n",
        "Dimensions without coordinates: n_face\n",
        "Data variables:\n",
-       "    psi      (n_face) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-e2d151e5-7c43-43e5-820f-f5f1c35660f7' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-e2d151e5-7c43-43e5-820f-f5f1c35660f7' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-17474650-8809-4fce-a897-29b240131338' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-17474650-8809-4fce-a897-29b240131338' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-912e7b35-36dd-4e58-a782-facf4d9996d6' class='xr-section-summary-in' type='checkbox' checked /><label for='section-912e7b35-36dd-4e58-a782-facf4d9996d6' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-58f625b8-c5b5-4b9c-abd4-378b94d8b691' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-58f625b8-c5b5-4b9c-abd4-378b94d8b691' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5778f4c-d7a7-4382-bc78-979933d2e1df' class='xr-var-data-in' type='checkbox'><label for='data-f5778f4c-d7a7-4382-bc78-979933d2e1df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d3ef2796-1d3d-4440-b972-0498b03a7547' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-d3ef2796-1d3d-4440-b972-0498b03a7547' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-64f6b18c-88ca-42e9-9856-bdad22c91b98' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-64f6b18c-88ca-42e9-9856-bdad22c91b98' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "    psi      (n_face) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0064a61c-4118-4c91-bb51-44a50c3dd020' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0064a61c-4118-4c91-bb51-44a50c3dd020' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-140f644e-5592-4769-9b27-0c2ac6b40943' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-140f644e-5592-4769-9b27-0c2ac6b40943' class='xr-section-summary'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-fc82d768-829c-472e-acac-ede153eae08e' class='xr-section-summary-in' type='checkbox' checked /><label for='section-fc82d768-829c-472e-acac-ede153eae08e' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-911a1cf1-de42-4d38-8277-7b9cadd33f96' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-911a1cf1-de42-4d38-8277-7b9cadd33f96' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-716d3e3c-52ed-48ce-bc44-20ec2dffe54a' class='xr-var-data-in' type='checkbox'><label for='data-716d3e3c-52ed-48ce-bc44-20ec2dffe54a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-92abcb1c-c45b-49e9-90dd-cbe686dc6668' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-92abcb1c-c45b-49e9-90dd-cbe686dc6668' class='xr-section-summary'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-913ebb0b-556d-4897-9cfb-8fdef79ff32b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-913ebb0b-556d-4897-9cfb-8fdef79ff32b' class='xr-section-summary'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div><details><summary>Show Grid Information</summary><div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
        "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
@@ -7276,9 +7406,9 @@
        "Grid Coordinates (Cartesian):\n",
        "Grid Connectivity Variables:\n",
        "Grid Descriptor Variables:\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-1ffd8191-eb49-4911-b7ea-f8091ae5009b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-1ffd8191-eb49-4911-b7ea-f8091ae5009b' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-ffbfccf1-62cb-4764-94d1-03363610bc21' class='xr-section-summary-in' type='checkbox' /><label for='section-ffbfccf1-62cb-4764-94d1-03363610bc21' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-e3433ee3-0f7b-425b-bdfa-d80b013231ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e3433ee3-0f7b-425b-bdfa-d80b013231ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ddf8a98e-6c55-486a-a129-9d20abd851c2' class='xr-var-data-in' type='checkbox'><label for='data-ddf8a98e-6c55-486a-a129-9d20abd851c2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
-       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-834cf0af-e976-4e20-9f03-8c0ae4c07dd9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-834cf0af-e976-4e20-9f03-8c0ae4c07dd9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ae78c1a-1281-4628-b14c-82487cffd7d9' class='xr-var-data-in' type='checkbox'><label for='data-6ae78c1a-1281-4628-b14c-82487cffd7d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
-       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b831197-aa66-4b2a-9dc6-ef95c94dfa69' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-2b831197-aa66-4b2a-9dc6-ef95c94dfa69' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-214e72a4-bee4-4cdc-835c-54eb1ec2c3e4' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-214e72a4-bee4-4cdc-835c-54eb1ec2c3e4' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-50795ddd-cf83-40c3-9108-8689bfd68f2b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-50795ddd-cf83-40c3-9108-8689bfd68f2b' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-63a34e8e-458a-4e2b-94fb-34420213f9fe' class='xr-section-summary-in' type='checkbox' /><label for='section-63a34e8e-458a-4e2b-94fb-34420213f9fe' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.UxDataset.uxgrid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c086ca72-0593-4662-8fd8-6708809e16b9' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c086ca72-0593-4662-8fd8-6708809e16b9' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-2f88333d-4340-40a4-8ec0-54ecd982a986' class='xr-section-summary-in' type='checkbox' /><label for='section-2f88333d-4340-40a4-8ec0-54ecd982a986' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-294b5721-3f4d-4250-bc91-5fdac9d339f1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-294b5721-3f4d-4250-bc91-5fdac9d339f1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-677d900b-0b5b-48be-bead-7b93e4ed433b' class='xr-var-data-in' type='checkbox'><label for='data-677d900b-0b5b-48be-bead-7b93e4ed433b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-c57b3fdc-617f-49c1-b44d-81dd2b8d1846' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c57b3fdc-617f-49c1-b44d-81dd2b8d1846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-117bfd98-d0ea-4e79-b164-a0e5786b3656' class='xr-var-data-in' type='checkbox'><label for='data-117bfd98-d0ea-4e79-b164-a0e5786b3656' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2414ce12-c64e-4fd5-beed-a2d85b536604' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-2414ce12-c64e-4fd5-beed-a2d85b536604' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0f001725-cba4-44fb-abaf-07d42055926d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-0f001725-cba4-44fb-abaf-07d42055926d' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-98423151-18be-43eb-b4fc-1185dc36f08f' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-98423151-18be-43eb-b4fc-1185dc36f08f' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-42de1330-4154-40c6-8228-e83d3cf45177' class='xr-section-summary-in' type='checkbox' /><label for='section-42de1330-4154-40c6-8228-e83d3cf45177' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div></details></div></div>"
       ],
       "text/plain": [
        "<xarray.UxDataset> Size: 98kB\n",
@@ -7288,7 +7418,7 @@
        "    psi      (n_face) float64 98kB ..."
       ]
      },
-     "execution_count": 13,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -7308,14 +7438,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "de7711664bee2fb2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.509876Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.509776Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.513839Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.513348Z"
+     "iopub.execute_input": "2026-07-17T18:51:36.414069Z",
+     "iopub.status.busy": "2026-07-17T18:51:36.413969Z",
+     "iopub.status.idle": "2026-07-17T18:51:36.418381Z",
+     "shell.execute_reply": "2026-07-17T18:51:36.417767Z"
     }
    },
    "outputs": [
@@ -7868,7 +7998,7 @@
        "Dimensions:  (cell: 12288)\n",
        "Dimensions without coordinates: cell\n",
        "Data variables:\n",
-       "    psi      (cell) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c2f11111-06ec-403a-80d9-9dfc1eec4c27' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-c2f11111-06ec-403a-80d9-9dfc1eec4c27' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>cell</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-84259803-0736-425d-ad9c-cff8f65c1c8c' class='xr-section-summary-in' type='checkbox' checked /><label for='section-84259803-0736-425d-ad9c-cff8f65c1c8c' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4f7f8c4a-f608-4f15-bb30-c70f2fed1b02' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f7f8c4a-f608-4f15-bb30-c70f2fed1b02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe7f7d86-43e6-42d7-8016-3b6becd2a127' class='xr-var-data-in' type='checkbox'><label for='data-fe7f7d86-43e6-42d7-8016-3b6becd2a127' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li></ul></div></div>"
+       "    psi      (cell) float64 98kB ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d28249e0-ec27-4dd3-abcb-f1f72d6e68a3' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-d28249e0-ec27-4dd3-abcb-f1f72d6e68a3' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>cell</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-ece51482-23fa-4af6-895c-c0556b809092' class='xr-section-summary-in' type='checkbox' checked /><label for='section-ece51482-23fa-4af6-895c-c0556b809092' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>psi</span></div><div class='xr-var-dims'>(cell)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8eabf1c5-4033-4c31-90c0-79dfac18ffa2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8eabf1c5-4033-4c31-90c0-79dfac18ffa2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7bdac38-023e-4414-a69e-2b7b039460f6' class='xr-var-data-in' type='checkbox'><label for='data-b7bdac38-023e-4414-a69e-2b7b039460f6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[12288 values with dtype=float64]</pre></div></li></ul></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 98kB\n",
@@ -7878,7 +8008,7 @@
        "    psi      (cell) float64 98kB ..."
       ]
      },
-     "execution_count": 14,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -7906,14 +8036,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "bbc527a7e5e006d5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-15T18:42:40.515248Z",
-     "iopub.status.busy": "2026-07-15T18:42:40.515143Z",
-     "iopub.status.idle": "2026-07-15T18:42:40.518517Z",
-     "shell.execute_reply": "2026-07-15T18:42:40.518100Z"
+     "iopub.execute_input": "2026-07-17T18:51:36.419808Z",
+     "iopub.status.busy": "2026-07-17T18:51:36.419699Z",
+     "iopub.status.idle": "2026-07-17T18:51:36.423401Z",
+     "shell.execute_reply": "2026-07-17T18:51:36.422988Z"
     }
    },
    "outputs": [
@@ -8472,9 +8602,9 @@
        "Grid Coordinates (Cartesian):\n",
        "Grid Connectivity Variables:\n",
        "Grid Descriptor Variables:\n",
-       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-16b531f4-8fb0-4369-a367-567a4f25fc5d' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-16b531f4-8fb0-4369-a367-567a4f25fc5d' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-5d968223-ab63-440b-9e5f-f383137dc9a3' class='xr-section-summary-in' type='checkbox' checked /><label for='section-5d968223-ab63-440b-9e5f-f383137dc9a3' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-bd6e470f-9956-4e38-9497-aba22d46cee6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd6e470f-9956-4e38-9497-aba22d46cee6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3af3e903-f6f5-4a7c-b0ca-d8da537932d0' class='xr-var-data-in' type='checkbox'><label for='data-3af3e903-f6f5-4a7c-b0ca-d8da537932d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
-       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-0e0ecdc9-d4d2-4fed-959d-cd72203c1792' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0e0ecdc9-d4d2-4fed-959d-cd72203c1792' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99f1b8d6-0d6a-4040-9cfb-4823fce8b969' class='xr-var-data-in' type='checkbox'><label for='data-99f1b8d6-0d6a-4040-9cfb-4823fce8b969' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
-       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bfc14d53-7c8c-4153-8628-e446598905f1' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-bfc14d53-7c8c-4153-8628-e446598905f1' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-150a1351-407f-4c40-a7cc-458471306d3b' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-150a1351-407f-4c40-a7cc-458471306d3b' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-42af4e07-c966-4785-a802-72b8fee9c6b3' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-42af4e07-c966-4785-a802-72b8fee9c6b3' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-9f121092-ee1a-4de8-beb9-e3ee2c61db30' class='xr-section-summary-in' type='checkbox' checked /><label for='section-9f121092-ee1a-4de8-beb9-e3ee2c61db30' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
+       "</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>uxarray.Grid</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cef99973-c89b-43be-87f6-e8a28c183556' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-cef99973-c89b-43be-87f6-e8a28c183556' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>n_face</span>: 12288</li></ul></div></li><li class='xr-section-item'><input id='section-19acb5b7-7694-41fe-b998-1ed9a96ac51e' class='xr-section-summary-in' type='checkbox' checked /><label for='section-19acb5b7-7694-41fe-b998-1ed9a96ac51e' class='xr-section-summary' title='Expand/collapse section'>Spherical Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>face_lon</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>45.0 46.41 43.59 ... -46.41 -45.0</div><input id='attrs-f8fd0595-7297-467f-84e3-10019243f58d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f8fd0595-7297-467f-84e3-10019243f58d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9226ae6f-47f7-4fd4-a4a2-8a223865de6e' class='xr-var-data-in' type='checkbox'><label for='data-9226ae6f-47f7-4fd4-a4a2-8a223865de6e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long name :</span></dt><dd>Longitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([ 45.     ,  46.40625,  43.59375, ..., -43.59375, -46.40625,\n",
+       "       -45.     ], shape=(12288,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>face_lat</span></div><div class='xr-var-dims'>(n_face)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.194 2.388 2.388 ... -2.388 -1.194</div><input id='attrs-05a634c8-a9f7-4423-b76d-ccb5deb33262' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05a634c8-a9f7-4423-b76d-ccb5deb33262' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b54c9e16-e8b1-4f21-ae1a-34c7a84fb564' class='xr-var-data-in' type='checkbox'><label for='data-b54c9e16-e8b1-4f21-ae1a-34c7a84fb564' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long name :</span></dt><dd>Latitude of the center of each face</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([ 1.19374844,  2.38801546,  2.38801546, ..., -2.38801546,\n",
+       "       -2.38801546, -1.19374844], shape=(12288,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2281a88b-c6ea-4d06-97f6-fdf58af4cf6e' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-2281a88b-c6ea-4d06-97f6-fdf58af4cf6e' class='xr-section-summary'>Cartesian Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-562f89b6-0d45-4a0c-a72b-30ed93a6aa38' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-562f89b6-0d45-4a0c-a72b-30ed93a6aa38' class='xr-section-summary'>Connectivity: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-bdbec666-2007-41cc-ab8b-3d90c502fcfd' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-bdbec666-2007-41cc-ab8b-3d90c502fcfd' class='xr-section-summary'>Descriptors: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0d47f685-0f92-471e-8134-b419b3d854b8' class='xr-section-summary-in' type='checkbox' checked /><label for='section-0d47f685-0f92-471e-8134-b419b3d854b8' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>zoom :</span></dt><dd>5</dd><dt><span>n_side :</span></dt><dd>32</dd><dt><span>n_pix :</span></dt><dd>12288</dd><dt><span>nest :</span></dt><dd>True</dd><dt><span>source_grid_spec :</span></dt><dd>HEALPix</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<uxarray.Grid>\n",
@@ -8489,7 +8619,7 @@
        "Grid Descriptor Variables:"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index 4203c0d0b..db243e579 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -1986,8 +1986,8 @@ def compute_face_areas(
         order: int | None = 4,
         latitude_adjusted_area: bool | None = False,
         return_jacobian: bool = False,
-        as_dataarray: bool = False,
-    ) -> np.ndarray | xr.DataArray | tuple[np.ndarray | xr.DataArray, np.ndarray]:
+        as_uxarray: bool = False,
+    ):
         """Compute the area of each face in the grid.
 
         Unlike the cached :attr:`face_areas` property (which always uses the
@@ -2018,16 +2018,17 @@ def compute_face_areas(
         return_jacobian : bool, optional
             If True, also return the per-face Jacobian of the integration.
             Defaults to False.
-        as_dataarray : bool, optional
-            If True, return the areas as a :class:`xarray.DataArray` (usable as a
-            ``UxDataArray`` data variable, e.g. for plotting) instead of a raw
-            :class:`numpy.ndarray`. Defaults to False.
+        as_uxarray : bool, optional
+            If True, return the areas as a :class:`~uxarray.UxDataArray` paired
+            with this grid (``result.uxgrid = self``), so the result can be
+            plotted directly, instead of a raw :class:`numpy.ndarray`. Defaults
+            to False.
 
         Returns
         -------
-        numpy.ndarray or xarray.DataArray
+        numpy.ndarray or uxarray.UxDataArray
             Area of each face, shape ``(n_face,)``. Returned as a
-            :class:`xarray.DataArray` when ``as_dataarray=True``.
+            :class:`~uxarray.UxDataArray` when ``as_uxarray=True``.
         numpy.ndarray
             Per-face Jacobian, only returned when ``return_jacobian=True``.
 
@@ -2042,14 +2043,18 @@ def compute_face_areas(
             quadrature_rule, order, latitude_adjusted_area
         )
 
-        if as_dataarray:
+        if as_uxarray:
             from uxarray.conventions.descriptors import (
                 FACE_AREAS_ATTRS,
                 FACE_AREAS_DIMS,
             )
+            from uxarray.core.dataarray import UxDataArray
 
-            face_areas = xr.DataArray(
-                data=face_areas, dims=FACE_AREAS_DIMS, attrs=FACE_AREAS_ATTRS
+            face_areas = UxDataArray(
+                data=face_areas,
+                dims=FACE_AREAS_DIMS,
+                attrs=FACE_AREAS_ATTRS,
+                uxgrid=self,
             )
 
         if return_jacobian:

From 14d4a2e4f9f9b13640247c14da034d5063b18269 Mon Sep 17 00:00:00 2001
From: Rajeev Jain <rajeeja@gmail.com>
Date: Fri, 17 Jul 2026 14:57:22 -0500
Subject: [PATCH 6/6] Remove total-area sanity check (unreliable for parsed
 physical-unit areas)

---
 uxarray/grid/grid.py | 14 --------------
 1 file changed, 14 deletions(-)

diff --git a/uxarray/grid/grid.py b/uxarray/grid/grid.py
index 71fd99d01..e13e5fa74 100644
--- a/uxarray/grid/grid.py
+++ b/uxarray/grid/grid.py
@@ -2136,20 +2136,6 @@ def _compute_face_areas_and_jacobian(
                 )
             )
 
-        # Sanity check: on the unit sphere the total area cannot exceed 4*pi.
-        # A larger total indicates a malformed grid or bad connectivity rather
-        # than a valid area (see GH #425), so warn rather than return garbage
-        # silently. A small tolerance absorbs quadrature/rounding error.
-        total_area = np.sum(self._face_areas)
-        if total_area > 4.0 * np.pi * (1.0 + 1e-6):
-            warn(
-                f"Total face area {total_area} exceeds the unit-sphere area "
-                f"{4.0 * np.pi}. This usually indicates a malformed grid or "
-                "incorrect connectivity.",
-                UserWarning,
-                stacklevel=2,
-            )
-
         return self._face_areas, self._face_jacobian
 
     def normalize_cartesian_coordinates(self):