willirath/2023-11-21_topo_selection_xoak.ipynb

## 2023-11-21_topo_selection_xoak.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7867e641-d125-40d6-8042-0cf964afd86a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import xoak\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "81457be4-34cc-4f8d-ab26-22dccbc3c089",
   "metadata": {},
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;e3t_0&#x27; (y: 2499, x: 2404)&gt;\n",
       "array([[          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3603.76695433, 3625.22325655, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3602.05832187, 3614.22652932, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       ...,\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan]])\n",
       "Coordinates:\n",
       "    glamt    (y, x) float32 -98.45 -98.4 -98.35 -98.3 ... 32.22 32.27 32.31\n",
       "    gphit    (y, x) float32 -34.01 -34.01 -34.01 -34.01 ... 61.44 61.42 61.41\n",
       "Dimensions without coordinates: y, x</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'e3t_0'</div><ul class='xr-dim-list'><li><span>y</span>: 2499</li><li><span>x</span>: 2404</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-1e2c4ae3-ed10-4f6a-b906-6a2c82c77f5a' class='xr-array-in' type='checkbox' checked><label for='section-1e2c4ae3-ed10-4f6a-b906-6a2c82c77f5a' 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>nan nan nan nan nan nan nan nan ... nan nan nan nan nan nan nan nan</span></div><div class='xr-array-data'><pre>array([[          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3603.76695433, 3625.22325655, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3602.05832187, 3614.22652932, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       ...,\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan]])</pre></div></div></li><li class='xr-section-item'><input id='section-5ae00242-2ecc-4951-b8a8-c7b36f026f70' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5ae00242-2ecc-4951-b8a8-c7b36f026f70' class='xr-section-summary' >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>glamt</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-98.45 -98.4 -98.35 ... 32.27 32.31</div><input id='attrs-153702c4-0749-4193-86f7-307f7514b362' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-153702c4-0749-4193-86f7-307f7514b362' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0757acd5-9864-4129-8ab8-71b14dfd06b1' class='xr-var-data-in' type='checkbox'><label for='data-0757acd5-9864-4129-8ab8-71b14dfd06b1' 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>cell_methods :</span></dt><dd>t: mean</dd></dl></div><div class='xr-var-data'><pre>array([[ -98.45    ,  -98.4     ,  -98.35    , ...,   21.6     ,\n",
       "          21.65    ,   21.7     ],\n",
       "       [ -98.45    ,  -98.4     ,  -98.35    , ...,   21.6     ,\n",
       "          21.65    ,   21.7     ],\n",
       "       [ -98.45    ,  -98.4     ,  -98.35    , ...,   21.6     ,\n",
       "          21.65    ,   21.7     ],\n",
       "       ...,\n",
       "       [-100.45174 , -100.413414, -100.3751  , ...,   32.1668  ,\n",
       "          32.21202 ,   32.25721 ],\n",
       "       [-100.456696, -100.41841 , -100.38012 , ...,   32.19387 ,\n",
       "          32.239075,   32.28425 ],\n",
       "       [-100.46167 , -100.42341 , -100.38515 , ...,   32.22099 ,\n",
       "          32.26618 ,   32.311337]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphit</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-34.01 -34.01 ... 61.42 61.41</div><input id='attrs-3ce776df-b10b-49c4-9744-d9726efa3e06' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ce776df-b10b-49c4-9744-d9726efa3e06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f14396a-d3b8-49d9-8505-dad26c5ab41c' class='xr-var-data-in' type='checkbox'><label for='data-7f14396a-d3b8-49d9-8505-dad26c5ab41c' 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>cell_methods :</span></dt><dd>t: mean</dd></dl></div><div class='xr-var-data'><pre>array([[-34.007175, -34.007175, -34.007175, ..., -34.007175, -34.007175,\n",
       "        -34.007175],\n",
       "       [-33.965717, -33.965717, -33.965717, ..., -33.965717, -33.965717,\n",
       "        -33.965717],\n",
       "       [-33.92424 , -33.92424 , -33.92424 , ..., -33.92424 , -33.92424 ,\n",
       "        -33.92424 ],\n",
       "       ...,\n",
       "       [ 58.75283 ,  58.756626,  58.760437, ...,  61.397346,  61.38277 ,\n",
       "         61.36819 ],\n",
       "       [ 58.76634 ,  58.770134,  58.773952, ...,  61.41658 ,  61.40199 ,\n",
       "         61.387394],\n",
       "       [ 58.77983 ,  58.783634,  58.787453, ...,  61.4358  ,  61.421196,\n",
       "         61.40659 ]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b6fa6022-d282-4a5e-960a-ac472e87fd47' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b6fa6022-d282-4a5e-960a-ac472e87fd47' class='xr-section-summary'  title='Expand/collapse section'>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-13169d1c-707c-4c1f-8472-431c1d2d7802' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-13169d1c-707c-4c1f-8472-431c1d2d7802' class='xr-section-summary'  title='Expand/collapse section'>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>"
      ],
      "text/plain": [
       "<xarray.DataArray 'e3t_0' (y: 2499, x: 2404)>\n",
       "array([[          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3603.76695433, 3625.22325655, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan, 3602.05832187, 3614.22652932, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       ...,\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan],\n",
       "       [          nan,           nan,           nan, ...,           nan,\n",
       "                  nan,           nan]])\n",
       "Coordinates:\n",
       "    glamt    (y, x) float32 -98.45 -98.4 -98.35 -98.3 ... 32.22 32.27 32.31\n",
       "    gphit    (y, x) float32 -34.01 -34.01 -34.01 -34.01 ... 61.44 61.42 61.41\n",
       "Dimensions without coordinates: y, x"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mm = xr.open_dataset(\n",
    "    \"/home/jovyan/shared_materials/model_data/mask/VIKING20X.L46-KKG36107B/1_mesh_mask.nc\"\n",
    ")\n",
    "\n",
    "mm = mm.set_coords(\n",
    "    [\"gphit\", \"glamt\"]\n",
    ")\n",
    "\n",
    "topo = mm.e3t_0.where(mm.tmask).sum(\"z\").where(mm.tmaskutil)\n",
    "\n",
    "topo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f3d14427-3ecc-41ef-bd63-ac1640fa2fe3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x7f683bb35c50>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "topo.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "79f6138c-bdd0-48b1-bb30-399147c9897a",
   "metadata": {},
   "outputs": [],
   "source": [
    "topo.xoak.set_index(['gphit', 'glamt'], 'sklearn_geo_balltree')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "4760b977-ddab-4be9-9804-4de0414835c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\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",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\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-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item 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",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\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",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\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",
       "  margin-bottom: 0;\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",
       "}\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",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\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-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",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (trajectory: 1000)\n",
       "Dimensions without coordinates: trajectory\n",
       "Data variables:\n",
       "    lat      (trajectory) float64 34.38 31.57 42.0 43.16 ... 54.02 52.15 54.85\n",
       "    lon      (trajectory) float64 -23.07 -26.69 -52.28 ... -74.19 -4.379 -54.57</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-19d1b279-e0aa-401c-84c9-be63b164ed67' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-19d1b279-e0aa-401c-84c9-be63b164ed67' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>trajectory</span>: 1000</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-afb96bd2-6d4a-409a-9e53-d57a08a884a9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-afb96bd2-6d4a-409a-9e53-d57a08a884a9' class='xr-section-summary'  title='Expand/collapse section'>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-aa648c2b-7cb0-41c3-a7ea-aadc8d0b7dd9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-aa648c2b-7cb0-41c3-a7ea-aadc8d0b7dd9' class='xr-section-summary' >Data variables: <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>lat</span></div><div class='xr-var-dims'>(trajectory)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>34.38 31.57 42.0 ... 52.15 54.85</div><input id='attrs-a4649c0b-e700-4e76-96ab-ff3a7d8303f3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4649c0b-e700-4e76-96ab-ff3a7d8303f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22c93a24-1a65-48d6-89d3-3d2734c40ce6' class='xr-var-data-in' type='checkbox'><label for='data-22c93a24-1a65-48d6-89d3-3d2734c40ce6' 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([34.38130058, 31.56692102, 41.99870805, 43.15788077, 42.52556073,\n",
       "       54.25099829, 33.42797223, 49.16826432, 62.03665109, 40.22475647,\n",
       "       40.02586395, 46.93792431, 48.80035027, 46.49694995, 42.804465  ,\n",
       "       51.27169972, 42.88909288, 55.30869103, 30.60204694, 42.08161267,\n",
       "       31.81615669, 41.76236441, 37.27115568, 54.39435487, 34.12573745,\n",
       "       45.1294387 , 41.85372486, 54.51626315, 31.87072139, 61.81429469,\n",
       "       51.29019918, 51.89074151, 37.93153264, 39.18031946, 56.55899183,\n",
       "       44.73171474, 49.63770278, 57.12420635, 56.90000586, 38.16734258,\n",
       "       49.16266456, 59.42352198, 50.35990957, 38.47844991, 60.18105547,\n",
       "       33.92881928, 48.78891444, 38.76401578, 64.17227756, 44.04857857,\n",
       "       46.83520475, 42.05678833, 39.47658652, 62.49812247, 56.17689867,\n",
       "       40.99512606, 53.65161342, 35.88898778, 46.16744625, 37.51512503,\n",
       "       51.49720867, 33.02701612, 58.60276465, 31.1507895 , 41.01408978,\n",
       "       62.57697326, 51.09762316, 60.33988745, 48.89797219, 32.06881562,\n",
       "       49.35478579, 48.74236673, 56.19945831, 49.41393951, 38.59457288,\n",
       "       42.56873641, 32.41283088, 39.93026808, 59.31618534, 52.74366627,\n",
       "       40.03880243, 58.68775735, 38.96035138, 38.49616712, 31.38380457,\n",
       "       31.82781288, 58.61781352, 36.52804674, 55.95575063, 49.97280508,\n",
       "       49.31221183, 47.86946176, 37.98284249, 50.69144245, 51.42879553,\n",
       "       44.22400528, 53.47550806, 42.28011296, 37.27944846, 35.7345273 ,\n",
       "...\n",
       "       36.48736445, 38.35741012, 40.13907426, 47.72596393, 47.92686989,\n",
       "       31.56066299, 32.32353268, 62.16386575, 32.22388353, 57.16950325,\n",
       "       33.43782129, 52.24550512, 31.87918302, 55.95396778, 48.39076422,\n",
       "       49.32644366, 45.02896466, 43.32661992, 61.94334597, 52.79008729,\n",
       "       53.06326266, 38.72791075, 57.57787498, 30.87484921, 61.4283695 ,\n",
       "       32.87166201, 61.71509682, 52.3460559 , 58.03128683, 30.7922787 ,\n",
       "       40.5365068 , 45.29648591, 31.13078241, 43.69341531, 40.14535182,\n",
       "       37.54542375, 55.53403989, 32.73034941, 57.3245822 , 43.28131084,\n",
       "       37.30939037, 59.49998559, 46.55549832, 42.49065392, 49.39122945,\n",
       "       55.452144  , 57.25470904, 42.1659522 , 42.93401237, 53.91382895,\n",
       "       33.77340893, 44.81299083, 55.25983172, 62.31317506, 49.95388561,\n",
       "       41.93455452, 47.26862823, 36.38518795, 62.23559173, 52.86035256,\n",
       "       44.51746979, 61.58356542, 56.64382082, 60.7312465 , 31.99618329,\n",
       "       57.88675259, 46.36633166, 54.23120973, 54.02265373, 36.61063456,\n",
       "       64.22897298, 42.06826379, 35.33269331, 36.68557358, 49.89007221,\n",
       "       59.60186081, 47.13526808, 61.33171364, 43.7097701 , 37.56522952,\n",
       "       37.76424479, 41.28408159, 30.15816407, 40.43278015, 64.2927835 ,\n",
       "       39.04040697, 33.37430273, 32.69601804, 51.10547469, 48.64807409,\n",
       "       59.20851031, 44.50893306, 51.95023393, 51.02428881, 39.2861056 ,\n",
       "       62.55561715, 41.95719183, 54.02412586, 52.15173476, 54.84648764])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(trajectory)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-23.07 -26.69 ... -4.379 -54.57</div><input id='attrs-3c5b2c46-67a7-4230-8a96-87c94e28fda3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3c5b2c46-67a7-4230-8a96-87c94e28fda3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-487b67ee-d0b5-47ee-8a79-62065f9dcf15' class='xr-var-data-in' type='checkbox'><label for='data-487b67ee-d0b5-47ee-8a79-62065f9dcf15' 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([-2.30740245e+01, -2.66879843e+01, -5.22771541e+01, -6.26429019e+01,\n",
       "       -7.40889557e+01,  4.65803529e+00, -7.65573676e+01, -6.22118464e+01,\n",
       "       -4.73278009e+01, -2.08504374e+01,  7.12954075e+00, -2.81555258e+01,\n",
       "       -4.80029324e+01, -5.66205359e+01, -1.79392083e+01, -7.87600047e+01,\n",
       "       -1.13158751e+01, -3.03849003e+01, -4.48381770e+00, -5.11229392e+01,\n",
       "        7.11090255e+00, -4.91287959e+01, -5.82248590e+01,  2.88320685e+00,\n",
       "       -6.76603295e+01, -5.70307996e+01, -2.82473433e+01, -9.86359665e+00,\n",
       "       -6.03808580e+01, -2.65944342e+01, -4.17933055e+01, -5.45231644e+01,\n",
       "       -5.01716665e+01,  5.61945786e+00, -7.92313622e+00, -2.13485545e+01,\n",
       "       -6.63247535e+01,  3.43410352e+00, -5.33977006e+01, -2.57840893e+01,\n",
       "       -5.52751848e+01, -6.87218362e+01, -3.46995134e+01, -5.33777257e+01,\n",
       "        1.15191192e+00, -5.36270737e+01, -4.38053078e+01, -1.97467860e+01,\n",
       "        9.88106393e+00, -2.76657769e+01, -6.32257269e+01, -5.90594876e+01,\n",
       "       -3.38485891e+01, -6.30248725e+01, -4.74785757e+01, -4.40269261e+01,\n",
       "       -1.13185854e+01, -6.04675024e+00, -4.83802491e+01, -4.98033490e+00,\n",
       "       -2.46174151e+01, -3.64289577e+01, -4.73702026e+01, -1.50430609e+01,\n",
       "       -6.25843089e+01, -1.27602180e+00, -4.45987631e+01, -1.33705295e+01,\n",
       "       -6.89747875e+00,  9.21931428e+00, -3.22943651e+01, -1.12994582e+01,\n",
       "       -1.01348286e+00, -5.19231674e+01, -7.99597225e+01, -7.34473011e+01,\n",
       "       -7.28479846e+00, -5.83560082e+00, -5.33240132e+01, -2.18596655e+01,\n",
       "...\n",
       "       -6.25711515e+01, -5.93939234e+01, -2.23498050e+01, -1.95470454e+01,\n",
       "       -5.96857841e+00, -6.22495117e+01, -1.79236799e+01, -1.49779439e+01,\n",
       "        2.74863242e+00, -4.01635964e+01, -4.03608871e+00,  4.33958645e+00,\n",
       "       -7.32557264e+01, -7.10224661e+01, -6.08014953e+01, -2.57527959e+01,\n",
       "       -3.52352008e+01, -3.77843530e+01, -2.24812542e+01, -7.03789343e+01,\n",
       "       -2.56540002e+01, -7.74412882e+00, -5.85634322e+01, -6.63447669e+01,\n",
       "       -6.54784295e+01, -1.56807215e+01, -1.81593829e+00, -2.26618642e+01,\n",
       "       -4.67277410e+01, -4.39800879e+01, -7.22345136e+01, -9.45154396e-01,\n",
       "       -6.93928495e+01, -6.00716889e+00, -5.00094791e+01, -6.99420150e+01,\n",
       "       -1.83321832e+01, -9.05369832e+00, -5.26274640e+01,  4.19460807e+00,\n",
       "       -3.94827622e+01,  2.79192634e+00,  2.67747252e+00, -3.13970404e+01,\n",
       "       -4.54444777e+01, -3.65427083e+01, -1.95116403e+01, -1.97922309e+01,\n",
       "       -2.23136490e+01, -6.73925229e+01, -7.43787155e+01, -6.31785988e+01,\n",
       "       -2.86396674e+01, -5.22733704e+01, -2.21129754e+01, -7.31408450e-01,\n",
       "       -5.00958776e+01, -7.23717374e-02, -2.65721164e+01, -2.83417086e+00,\n",
       "       -3.95262866e+01, -6.99536612e+01, -6.51937032e+01, -3.21126846e+01,\n",
       "       -8.41111095e+00, -2.25907815e+01, -5.01593265e+01, -1.47115053e+01,\n",
       "       -2.54913380e+01, -2.85470634e+01, -2.90127330e+01, -5.95271442e+01,\n",
       "       -8.23821753e-01, -5.97242916e+01, -2.87225956e+01, -7.89903054e+01,\n",
       "       -4.45390650e+01, -7.41942853e+01, -4.37947286e+00, -5.45690578e+01])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8f3b1ff9-44ef-4497-8540-a88dba04b8ed' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8f3b1ff9-44ef-4497-8540-a88dba04b8ed' class='xr-section-summary'  title='Expand/collapse section'>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-a113947f-baa1-45cb-ada3-92cea6b0b416' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a113947f-baa1-45cb-ada3-92cea6b0b416' class='xr-section-summary'  title='Expand/collapse section'>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>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (trajectory: 1000)\n",
       "Dimensions without coordinates: trajectory\n",
       "Data variables:\n",
       "    lat      (trajectory) float64 34.38 31.57 42.0 43.16 ... 54.02 52.15 54.85\n",
       "    lon      (trajectory) float64 -23.07 -26.69 -52.28 ... -74.19 -4.379 -54.57"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "release_points = xr.Dataset(\n",
    "    {\n",
    "        \"lat\": ((\"trajectory\", ), np.random.uniform(30, 65, 1_000)),\n",
    "        \"lon\": ((\"trajectory\", ), np.random.uniform(-80, 10, 1_000)),\n",
    "    }\n",
    ")\n",
    "\n",
    "release_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "7d1655da-08de-4da8-a57f-cfa8a9c5009d",
   "metadata": {},
   "outputs": [
    {
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       "                 nan, 4259.63978546, 2824.24007441, 2736.31423687,\n",
       "       2252.22531856,   57.65578517, 4505.90184838,           nan,\n",
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       "       5080.98718846,  891.94320823, 4290.45998186,  231.23063928,\n",
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       "        333.13057797,   57.65578517, 3389.39667973, 1850.63344725,\n",
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       "        110.3799463 , 5500.00215318, 2759.8180032 , 5089.98739766,\n",
       "         85.21528971, 2490.77230136,   48.9572946 , 4717.47692753,\n",
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       "        127.85699554,           nan, 3909.43856602, 1554.55973845,\n",
       "         67.43535069,  308.15263792,           nan,           nan,\n",
       "                 nan,           nan, 3345.89248664, 3997.44434337,\n",
       "...\n",
       "                 nan, 5175.98939667, 2987.85072182, 4779.97896767,\n",
       "        208.25639986, 4700.97634124, 2232.72125026,  919.89918945,\n",
       "         64.43900614, 3885.9370232 ,           nan,           nan,\n",
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       "       2062.18361768, 3107.86604021, 3056.09458111,   52.45327025,\n",
       "       1671.77344004, 1096.46200093,  409.07199599,  238.22280122,\n",
       "        318.64337274, 1312.50282696,   57.65578517, 3737.92683126,\n",
       "       4191.95499754, 3690.92307999, 5096.98756037,           nan,\n",
       "                 nan,   95.8989395 ,  775.94607068,   20.03068022,\n",
       "       4431.96617439, 3015.3544866 , 2749.8164005 ,   27.92547537,\n",
       "       3984.4434899 ,  388.0874883 ,   70.43305162, 2257.72646603,\n",
       "       4388.96429256, 2785.8221702 , 4438.46645886, 1287.49742463,\n",
       "       3811.93216498, 5001.50724709,           nan, 2750.81656077,\n",
       "       3498.40718657, 5531.99580553, 3722.92563404,  122.69212335,\n",
       "         94.400895  ,   56.9480961 , 2534.78042721,           nan,\n",
       "       4535.47046056,   20.03068022, 4865.98144197, 2464.76749971,\n",
       "       1803.12179352, 3893.93754842, 4821.98017605, 4333.96188557,\n",
       "       3635.4186503 , 2634.79796952, 1941.65577334,   45.46123324,\n",
       "                 nan,           nan, 1618.57575624,  152.8246478 ,\n",
       "       4877.98178722,           nan,           nan,  240.22056177])\n",
       "Coordinates:\n",
       "    glamt    (trajectory) float32 -23.09 -26.7 -52.26 ... -74.2 -4.359 -54.57\n",
       "    gphit    (trajectory) float32 34.38 31.55 41.99 43.16 ... 54.02 52.15 54.83\n",
       "Dimensions without coordinates: trajectory</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'e3t_0'</div><ul class='xr-dim-list'><li><span>trajectory</span>: 1000</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-a0a11976-28d5-4814-8e2c-1cff5d9a3c79' class='xr-array-in' type='checkbox' checked><label for='section-a0a11976-28d5-4814-8e2c-1cff5d9a3c79' 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>5.189e+03 5.418e+03 4.327e+03 100.9 nan ... 4.878e+03 nan nan 240.2</span></div><div class='xr-array-data'><pre>array([5188.98969884, 5417.99426823, 4326.96157923,  100.89242117,\n",
       "                 nan,   40.96603954,  471.03485935,           nan,\n",
       "                 nan, 4259.63978546, 2824.24007441, 2736.31423687,\n",
       "       2252.22531856,   57.65578517, 4505.90184838,           nan,\n",
       "       1928.15246122, 3082.36309589,           nan, 3215.87851024,\n",
       "                 nan, 3143.37013916, 5154.98890853,   30.97619977,\n",
       "       5250.46720203,  434.55613392, 2596.87388572,  100.89242117,\n",
       "       5080.98718846,  891.94320823, 4290.45998186,  231.23063928,\n",
       "       5439.49467127, 2906.33956439,  111.87797378, 3941.44066687,\n",
       "        333.13057797,   57.65578517, 3389.39667973, 1850.63344725,\n",
       "                 nan,   67.43535069, 3667.92124426, 5350.49300287,\n",
       "        110.3799463 , 5500.00215318, 2759.8180032 , 5089.98739766,\n",
       "         85.21528971, 2490.77230136,   48.9572946 , 4717.47692753,\n",
       "       3437.9013548 ,  226.23623789, 3530.32920865, 4862.98135565,\n",
       "        185.78352087,  350.49671033,   92.9028505 ,           nan,\n",
       "       3581.41434033, 3363.89422171, 2893.33778468, 4135.95198943,\n",
       "       4380.96394246, 1561.38341705, 4167.45368149,  913.44305785,\n",
       "        127.85699554,           nan, 3909.43856602, 1554.55973845,\n",
       "         67.43535069,  308.15263792,           nan,           nan,\n",
       "                 nan,           nan, 3345.89248664, 3997.44434337,\n",
       "...\n",
       "                 nan, 5175.98939667, 2987.85072182, 4779.97896767,\n",
       "        208.25639986, 4700.97634124, 2232.72125026,  919.89918945,\n",
       "         64.43900614, 3885.9370232 ,           nan,           nan,\n",
       "       5280.49169064,           nan, 5001.50724709, 1060.85657496,\n",
       "       2062.18361768, 3107.86604021, 3056.09458111,   52.45327025,\n",
       "       1671.77344004, 1096.46200093,  409.07199599,  238.22280122,\n",
       "        318.64337274, 1312.50282696,   57.65578517, 3737.92683126,\n",
       "       4191.95499754, 3690.92307999, 5096.98756037,           nan,\n",
       "                 nan,   95.8989395 ,  775.94607068,   20.03068022,\n",
       "       4431.96617439, 3015.3544866 , 2749.8164005 ,   27.92547537,\n",
       "       3984.4434899 ,  388.0874883 ,   70.43305162, 2257.72646603,\n",
       "       4388.96429256, 2785.8221702 , 4438.46645886, 1287.49742463,\n",
       "       3811.93216498, 5001.50724709,           nan, 2750.81656077,\n",
       "       3498.40718657, 5531.99580553, 3722.92563404,  122.69212335,\n",
       "         94.400895  ,   56.9480961 , 2534.78042721,           nan,\n",
       "       4535.47046056,   20.03068022, 4865.98144197, 2464.76749971,\n",
       "       1803.12179352, 3893.93754842, 4821.98017605, 4333.96188557,\n",
       "       3635.4186503 , 2634.79796952, 1941.65577334,   45.46123324,\n",
       "                 nan,           nan, 1618.57575624,  152.8246478 ,\n",
       "       4877.98178722,           nan,           nan,  240.22056177])</pre></div></div></li><li class='xr-section-item'><input id='section-7933099b-d996-4434-be4c-7e35c590f66d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7933099b-d996-4434-be4c-7e35c590f66d' class='xr-section-summary' >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>glamt</span></div><div class='xr-var-dims'>(trajectory)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-23.09 -26.7 ... -4.359 -54.57</div><input id='attrs-ad90d3e1-6515-4c42-932a-ee9d14666dce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ad90d3e1-6515-4c42-932a-ee9d14666dce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bde76459-5343-4d63-84d7-9c8ba82869f5' class='xr-var-data-in' type='checkbox'><label for='data-bde76459-5343-4d63-84d7-9c8ba82869f5' 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>cell_methods :</span></dt><dd>t: mean</dd></dl></div><div class='xr-var-data'><pre>array([-2.30903034e+01, -2.66987381e+01, -5.22579956e+01, -6.26666641e+01,\n",
       "       -7.40827942e+01,  4.65438461e+00, -7.65783005e+01, -6.21944618e+01,\n",
       "       -4.73115616e+01, -2.08432255e+01,  7.15353489e+00, -2.81560421e+01,\n",
       "       -4.79870338e+01, -5.66249046e+01, -1.79189911e+01, -7.87549973e+01,\n",
       "       -1.13294153e+01, -3.03847275e+01, -4.48776484e+00, -5.11050644e+01,\n",
       "        7.12658405e+00, -4.91300049e+01, -5.82332268e+01,  2.85885143e+00,\n",
       "       -6.76377258e+01, -5.70175247e+01, -2.82510204e+01, -9.85288239e+00,\n",
       "       -6.03674583e+01, -2.65825424e+01, -4.18165894e+01, -5.44999542e+01,\n",
       "       -5.01809540e+01,  5.60221148e+00, -7.93165159e+00, -2.13297672e+01,\n",
       "       -6.63072357e+01,  3.44993258e+00, -5.34165382e+01, -2.57879028e+01,\n",
       "       -5.52822647e+01, -6.87212143e+01, -3.46785545e+01, -5.34007263e+01,\n",
       "        1.16260672e+00, -5.36303520e+01, -4.37803192e+01, -1.97520351e+01,\n",
       "        9.89927673e+00, -2.76435375e+01, -6.32187309e+01, -5.90444794e+01,\n",
       "       -3.38346710e+01, -6.30417023e+01, -4.74926300e+01, -4.40231209e+01,\n",
       "       -1.13282852e+01, -6.03759861e+00, -4.83919449e+01, -5.00116777e+00,\n",
       "       -2.46024914e+01, -3.64089851e+01, -4.73722305e+01, -1.50414009e+01,\n",
       "       -6.26055565e+01, -1.25241351e+00, -4.46064148e+01, -1.33788805e+01,\n",
       "       -6.91112947e+00,  9.23044395e+00, -3.23093643e+01, -1.12818022e+01,\n",
       "       -9.89427507e-01, -5.19427338e+01, -7.99602890e+01, -7.34372253e+01,\n",
       "       -7.27906132e+00, -5.83585119e+00, -5.33424568e+01, -2.18724670e+01,\n",
       "...\n",
       "       -5.99044895e+00, -6.22248688e+01, -1.79219799e+01, -1.49963388e+01,\n",
       "        2.73674440e+00, -4.01558151e+01, -4.04963064e+00,  4.34425354e+00,\n",
       "       -7.32632217e+01, -7.10112000e+01, -6.08176460e+01, -2.57393131e+01,\n",
       "       -3.52119827e+01, -3.77594185e+01, -2.24884548e+01, -7.03842010e+01,\n",
       "       -2.56394939e+01, -7.71844769e+00, -5.85527039e+01, -6.63350983e+01,\n",
       "       -6.54618607e+01, -1.57036219e+01, -1.83906245e+00, -2.26380482e+01,\n",
       "       -4.67049942e+01, -4.40043297e+01, -7.22332001e+01, -9.49572682e-01,\n",
       "       -6.93989639e+01, -6.02539635e+00, -5.00027657e+01, -6.99560394e+01,\n",
       "       -1.83396053e+01, -9.03794956e+00, -5.26255035e+01,  4.20457220e+00,\n",
       "       -3.94799614e+01,  2.82398939e+00,  2.65679908e+00, -3.13809013e+01,\n",
       "       -4.54623108e+01, -3.65505371e+01, -1.95011234e+01, -1.98189220e+01,\n",
       "       -2.23031120e+01, -6.73754425e+01, -7.40727386e+01, -6.31564217e+01,\n",
       "       -2.86506729e+01, -5.22632484e+01, -2.21281242e+01, -7.19351411e-01,\n",
       "       -5.00873146e+01, -8.32667276e-02, -2.65780163e+01, -2.84146976e+00,\n",
       "       -3.95449562e+01, -6.99734497e+01, -6.52092209e+01, -3.21300163e+01,\n",
       "       -8.38290596e+00, -2.25660629e+01, -5.01732330e+01, -1.47349749e+01,\n",
       "       -2.55007229e+01, -2.85228214e+01, -2.89895382e+01, -5.95415154e+01,\n",
       "       -8.42609882e-01, -5.97412071e+01, -2.87027950e+01, -7.90063171e+01,\n",
       "       -4.45539284e+01, -7.41996307e+01, -4.35891056e+00, -5.45725784e+01],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphit</span></div><div class='xr-var-dims'>(trajectory)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>34.38 31.55 41.99 ... 52.15 54.83</div><input id='attrs-0f1fc2e7-ba76-4793-8743-c75d9a11327e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0f1fc2e7-ba76-4793-8743-c75d9a11327e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9bc8668f-f075-4072-838e-c65da9961c3f' class='xr-var-data-in' type='checkbox'><label for='data-9bc8668f-f075-4072-838e-c65da9961c3f' 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>cell_methods :</span></dt><dd>t: mean</dd></dl></div><div class='xr-var-data'><pre>array([34.37855 , 31.54913 , 41.98548 , 43.15939 , 42.519596, 54.247906,\n",
       "       33.43685 , 49.168587, 62.05158 , 40.219715, 40.036285, 46.92903 ,\n",
       "       48.7977  , 46.486046, 42.799465, 51.265926, 42.87226 , 55.32397 ,\n",
       "       30.601538, 42.08513 , 31.80446 , 41.75669 , 37.27117 , 54.401764,\n",
       "       34.1394  , 45.113243, 41.871307, 54.503784, 31.89146 , 61.81999 ,\n",
       "       51.27337 , 51.890766, 37.92002 , 39.17143 , 56.56404 , 44.742325,\n",
       "       49.63354 , 57.13159 , 56.897667, 38.183514, 49.15175 , 59.423374,\n",
       "       50.349636, 38.460957, 60.173206, 33.916702, 48.781303, 38.757362,\n",
       "       64.17369 , 44.030216, 46.839504, 42.06975 , 39.483948, 62.50519 ,\n",
       "       56.189247, 40.978214, 53.645477, 35.874664, 46.176712, 37.527657,\n",
       "       51.501225, 33.031303, 58.61458 , 31.147095, 41.008377, 62.581123,\n",
       "       51.100147, 60.350067, 48.89267 , 32.07761 , 49.348347, 48.734325,\n",
       "       56.202045, 49.418987, 38.609047, 42.572937, 32.39258 , 39.93565 ,\n",
       "       59.31425 , 52.751385, 40.037014, 58.687744, 38.96158 , 38.491848,\n",
       "       31.404104, 31.826923, 58.630543, 36.515068, 55.94434 , 49.97564 ,\n",
       "       49.303574, 47.884922, 37.971764, 50.68784 , 51.433025, 44.23389 ,\n",
       "       53.46802 , 42.291946, 37.28568 , 35.71874 , 40.118484, 47.97003 ,\n",
       "       46.961452, 48.49573 , 59.14599 , 32.128006, 31.449495, 36.834915,\n",
       "       54.600395, 43.38997 , 48.879128, 41.400932, 46.58873 , 53.72951 ,\n",
       "       34.590004, 59.546196, 36.35307 , 56.784866, 56.661037, 34.02918 ,\n",
       "...\n",
       "       55.832127, 58.19318 , 44.97334 , 51.20278 , 45.438972, 44.475178,\n",
       "       49.94542 , 42.503014, 38.799637, 59.291256, 38.632145, 58.59523 ,\n",
       "       35.281864, 52.182224, 59.023033, 32.14169 , 39.260635, 37.979187,\n",
       "       36.499195, 38.374462, 40.15496 , 47.716377, 47.94038 , 31.549498,\n",
       "       32.313362, 62.16433 , 32.223747, 57.179424, 33.42387 , 52.237473,\n",
       "       31.882215, 55.964336, 48.389145, 49.319416, 45.01973 , 43.336433,\n",
       "       61.952953, 52.796764, 53.056328, 38.711376, 57.57769 , 30.8547  ,\n",
       "       61.42844 , 32.8774  , 61.70569 , 52.35116 , 58.043697, 30.80772 ,\n",
       "       40.53776 , 45.296974, 31.12872 , 43.67907 , 40.139423, 37.540474,\n",
       "       55.549404, 32.732735, 57.327866, 43.27188 , 37.29803 , 59.49339 ,\n",
       "       46.569103, 42.490578, 49.389824, 55.44199 , 57.25304 , 42.161324,\n",
       "       42.91786 , 53.907547, 33.78528 , 44.806274, 55.268906, 62.31941 ,\n",
       "       49.93859 , 41.935272, 47.27744 , 36.388256, 62.239376, 52.867622,\n",
       "       44.526794, 61.591206, 56.653084, 60.740814, 31.99187 , 57.885723,\n",
       "       46.363674, 54.23325 , 54.014767, 36.611332, 63.94961 , 42.062237,\n",
       "       35.33806 , 36.673985, 49.90091 , 59.60535 , 47.12123 , 61.341343,\n",
       "       43.692074, 37.571823, 37.744244, 41.27898 , 30.144497, 40.43152 ,\n",
       "       64.29059 , 39.050064, 33.35812 , 32.67723 , 51.09767 , 48.638245,\n",
       "       59.202305, 44.506287, 51.963135, 51.01802 , 39.299706, 62.547626,\n",
       "       41.95363 , 54.018215, 52.148235, 54.832016], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-352a69be-fae5-4380-b502-427552efe54c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-352a69be-fae5-4380-b502-427552efe54c' class='xr-section-summary'  title='Expand/collapse section'>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-0d074d91-e4c5-4ab4-98a4-ef3e6722b1d2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0d074d91-e4c5-4ab4-98a4-ef3e6722b1d2' class='xr-section-summary'  title='Expand/collapse section'>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>"
      ],
      "text/plain": [
       "<xarray.DataArray 'e3t_0' (trajectory: 1000)>\n",
       "array([5188.98969884, 5417.99426823, 4326.96157923,  100.89242117,\n",
       "                 nan,   40.96603954,  471.03485935,           nan,\n",
       "                 nan, 4259.63978546, 2824.24007441, 2736.31423687,\n",
       "       2252.22531856,   57.65578517, 4505.90184838,           nan,\n",
       "       1928.15246122, 3082.36309589,           nan, 3215.87851024,\n",
       "                 nan, 3143.37013916, 5154.98890853,   30.97619977,\n",
       "       5250.46720203,  434.55613392, 2596.87388572,  100.89242117,\n",
       "       5080.98718846,  891.94320823, 4290.45998186,  231.23063928,\n",
       "       5439.49467127, 2906.33956439,  111.87797378, 3941.44066687,\n",
       "        333.13057797,   57.65578517, 3389.39667973, 1850.63344725,\n",
       "                 nan,   67.43535069, 3667.92124426, 5350.49300287,\n",
       "        110.3799463 , 5500.00215318, 2759.8180032 , 5089.98739766,\n",
       "         85.21528971, 2490.77230136,   48.9572946 , 4717.47692753,\n",
       "       3437.9013548 ,  226.23623789, 3530.32920865, 4862.98135565,\n",
       "        185.78352087,  350.49671033,   92.9028505 ,           nan,\n",
       "       3581.41434033, 3363.89422171, 2893.33778468, 4135.95198943,\n",
       "       4380.96394246, 1561.38341705, 4167.45368149,  913.44305785,\n",
       "        127.85699554,           nan, 3909.43856602, 1554.55973845,\n",
       "         67.43535069,  308.15263792,           nan,           nan,\n",
       "                 nan,           nan, 3345.89248664, 3997.44434337,\n",
       "...\n",
       "                 nan, 5175.98939667, 2987.85072182, 4779.97896767,\n",
       "        208.25639986, 4700.97634124, 2232.72125026,  919.89918945,\n",
       "         64.43900614, 3885.9370232 ,           nan,           nan,\n",
       "       5280.49169064,           nan, 5001.50724709, 1060.85657496,\n",
       "       2062.18361768, 3107.86604021, 3056.09458111,   52.45327025,\n",
       "       1671.77344004, 1096.46200093,  409.07199599,  238.22280122,\n",
       "        318.64337274, 1312.50282696,   57.65578517, 3737.92683126,\n",
       "       4191.95499754, 3690.92307999, 5096.98756037,           nan,\n",
       "                 nan,   95.8989395 ,  775.94607068,   20.03068022,\n",
       "       4431.96617439, 3015.3544866 , 2749.8164005 ,   27.92547537,\n",
       "       3984.4434899 ,  388.0874883 ,   70.43305162, 2257.72646603,\n",
       "       4388.96429256, 2785.8221702 , 4438.46645886, 1287.49742463,\n",
       "       3811.93216498, 5001.50724709,           nan, 2750.81656077,\n",
       "       3498.40718657, 5531.99580553, 3722.92563404,  122.69212335,\n",
       "         94.400895  ,   56.9480961 , 2534.78042721,           nan,\n",
       "       4535.47046056,   20.03068022, 4865.98144197, 2464.76749971,\n",
       "       1803.12179352, 3893.93754842, 4821.98017605, 4333.96188557,\n",
       "       3635.4186503 , 2634.79796952, 1941.65577334,   45.46123324,\n",
       "                 nan,           nan, 1618.57575624,  152.8246478 ,\n",
       "       4877.98178722,           nan,           nan,  240.22056177])\n",
       "Coordinates:\n",
       "    glamt    (trajectory) float32 -23.09 -26.7 -52.26 ... -74.2 -4.359 -54.57\n",
       "    gphit    (trajectory) float32 34.38 31.55 41.99 43.16 ... 54.02 52.15 54.83\n",
       "Dimensions without coordinates: trajectory"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "topo_at_release_points = topo.xoak.sel(\n",
    "    glamt=release_points.lon,\n",
    "    gphit=release_points.lat,\n",
    ")\n",
    "\n",
    "topo_at_release_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "a26c4890-1933-4e48-8dd7-70a4c738c496",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "topo_at_release_points.plot.hist();"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "parcels",
   "language": "python",
   "name": "parcels"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}