{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "from dask.distributed import Client"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "mesh = xr.open_dataset('/home/sallen/MEOPAR/grid/mesh_mask202108.nc')\n",
    "# the mask is 1 where there is water, we want the opposite.  The meshmask has an extra dimension, hence the [0]\n",
    "tmask = 1 - mesh.tmask[0]\n",
    "area = ((1-tmask) * mesh.e1t[0] * mesh.e2t[0]).rename({'z':'depth', 'y':'gridY', 'x':'gridX'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "chunk_sizes = {'time': 1, 'depth': 40, 'gridY': 898, 'gridX': 398}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "year = 2019\n",
    "fname = 'SalishSeaCast_river_trace_day_avg_allR_00_40_{}0101_{}1231_meters_3d'.format(year, year)\n",
    "meters = xr.open_dataset('/ocean/cdonaldson/research_runs/hindcast_auto/transformations/3d_hindcast_meters/{}.nc'.format(fname),chunks=chunk_sizes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:          (time: 365, depth: 40, gridY: 898, gridX: 398)\n",
       "Coordinates:\n",
       "  * time             (time) datetime64[ns] 2019-01-01T12:00:00 ... 2019-12-31...\n",
       "  * depth            (depth) float32 0.5 1.5 2.5 3.5 ... 360.7 387.6 414.5 441.5\n",
       "  * gridY            (gridY) int64 0 1 2 3 4 5 6 ... 891 892 893 894 895 896 897\n",
       "  * gridX            (gridX) int64 0 1 2 3 4 5 6 ... 391 392 393 394 395 396 397\n",
       "Data variables: (12/13)\n",
       "    nooksack_river   (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    skagit_river     (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    snohomish_river  (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    nisqually_river  (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    elwha_river      (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    cowichan_river   (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    ...               ...\n",
       "    puntledge_river  (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    salmon_river     (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    homathko_river   (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    squamish_river   (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    fraser_river     (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;\n",
       "    other_rivers     (time, depth, gridY, gridX) float64 dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</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-e978cc24-be68-430f-91e2-1b6be3911f30' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e978cc24-be68-430f-91e2-1b6be3911f30' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 365</li><li><span class='xr-has-index'>depth</span>: 40</li><li><span class='xr-has-index'>gridY</span>: 898</li><li><span class='xr-has-index'>gridX</span>: 398</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f4e9c8ea-0e49-41da-a9a8-47921c4d9781' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f4e9c8ea-0e49-41da-a9a8-47921c4d9781' class='xr-section-summary' >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 class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2019-01-01T12:00:00 ... 2019-12-...</div><input id='attrs-12acf476-e13c-4321-a127-063716bfc52f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-12acf476-e13c-4321-a127-063716bfc52f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-630a7111-79d9-4c7a-9f91-4e5e5f4a9ece' class='xr-var-data-in' type='checkbox'><label for='data-630a7111-79d9-4c7a-9f91-4e5e5f4a9ece' 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>time</dd><dt><span>long_name :</span></dt><dd>Time Axis</dd><dt><span>time_origin :</span></dt><dd>2007-01-01 12:00:00</dd><dt><span>comment :</span></dt><dd>time values are UTC at the centre of the intervals over which the calculated model results are averaged; e.g. the field average values for 8 February 2022 have a time value of 2022-02-08 12:00:00Z</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2019-01-01T12:00:00.000000000&#x27;, &#x27;2019-01-02T12:00:00.000000000&#x27;,\n",
       "       &#x27;2019-01-03T12:00:00.000000000&#x27;, ..., &#x27;2019-12-29T12:00:00.000000000&#x27;,\n",
       "       &#x27;2019-12-30T12:00:00.000000000&#x27;, &#x27;2019-12-31T12:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>depth</span></div><div class='xr-var-dims'>(depth)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.5 1.5 2.5 ... 387.6 414.5 441.5</div><input id='attrs-57e80e57-160d-4551-a4a6-a15c67e4fc19' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-57e80e57-160d-4551-a4a6-a15c67e4fc19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f515821-e9b7-435f-9f4d-1ed4b959065a' class='xr-var-data-in' type='checkbox'><label for='data-0f515821-e9b7-435f-9f4d-1ed4b959065a' 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>long_name :</span></dt><dd>Sea Floor Depth</dd><dt><span>standard_name :</span></dt><dd>sea_floor_depth</dd><dt><span>units :</span></dt><dd>metres</dd><dt><span>positive :</span></dt><dd>down</dd></dl></div><div class='xr-var-data'><pre>array([  0.5     ,   1.500003,   2.500011,   3.500031,   4.500071,   5.500151,\n",
       "         6.50031 ,   7.500623,   8.501236,   9.502433,  10.504766,  11.509312,\n",
       "        12.518167,  13.535412,  14.568982,  15.634288,  16.761173,  18.007135,\n",
       "        19.481785,  21.389978,  24.100256,  28.229916,  34.685757,  44.517723,\n",
       "        58.484333,  76.58559 ,  98.06296 , 121.866516, 147.08946 , 173.11449 ,\n",
       "       199.57304 , 226.2603  , 253.06664 , 279.93454 , 306.8342  , 333.75018 ,\n",
       "       360.67453 , 387.6032  , 414.5341  , 441.4661  ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gridY</span></div><div class='xr-var-dims'>(gridY)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 893 894 895 896 897</div><input id='attrs-f1a8b198-72d3-497b-b490-73ca557ee4b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f1a8b198-72d3-497b-b490-73ca557ee4b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-167a90c7-e775-43b7-93b6-0ff60f9bbe9c' class='xr-var-data-in' type='checkbox'><label for='data-167a90c7-e775-43b7-93b6-0ff60f9bbe9c' 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>Grid Y</dd><dt><span>units :</span></dt><dd>count</dd><dt><span>comment :</span></dt><dd>gridY values are grid indices in the model y-direction</dd></dl></div><div class='xr-var-data'><pre>array([  0,   1,   2, ..., 895, 896, 897])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gridX</span></div><div class='xr-var-dims'>(gridX)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 393 394 395 396 397</div><input id='attrs-2c0d119b-53a0-44aa-8c58-ab0b824c722b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c0d119b-53a0-44aa-8c58-ab0b824c722b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50cd353b-87a2-4b4e-a00c-5bf9e0be563b' class='xr-var-data-in' type='checkbox'><label for='data-50cd353b-87a2-4b4e-a00c-5bf9e0be563b' 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>units :</span></dt><dd>count</dd><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long_name :</span></dt><dd>Grid X</dd><dt><span>comment :</span></dt><dd>gridX values are grid indices in the model x-direction</dd></dl></div><div class='xr-var-data'><pre>array([  0,   1,   2, ..., 395, 396, 397])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-39de6af6-a6e3-48ed-a565-134b4da6d471' class='xr-section-summary-in' type='checkbox'  checked><label for='section-39de6af6-a6e3-48ed-a565-134b4da6d471' class='xr-section-summary' >Data variables: <span>(13)</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>nooksack_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-5f6e0208-f937-4718-980d-37d0c068cc07' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5f6e0208-f937-4718-980d-37d0c068cc07' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f9d9582-1be8-4369-9e96-3fad0c32b457' class='xr-var-data-in' type='checkbox'><label for='data-0f9d9582-1be8-4369-9e96-3fad0c32b457' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>skagit_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-5c664e10-6fe8-43d5-aae2-748901e235fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5c664e10-6fe8-43d5-aae2-748901e235fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a06c8d29-0b1d-47d7-8cc6-de2f381d67eb' class='xr-var-data-in' type='checkbox'><label for='data-a06c8d29-0b1d-47d7-8cc6-de2f381d67eb' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                        <td> </td>\n",
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       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>snohomish_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-c5e4c416-b365-4374-8c84-df0b1f30e124' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c5e4c416-b365-4374-8c84-df0b1f30e124' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4afdbcb9-ac3a-45bc-b637-da05919ec7da' class='xr-var-data-in' type='checkbox'><label for='data-4afdbcb9-ac3a-45bc-b637-da05919ec7da' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nisqually_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-f75f1ded-ec82-427d-974e-934b231d00f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f75f1ded-ec82-427d-974e-934b231d00f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e2ea828-7f5e-478f-ae47-fa431944bb60' class='xr-var-data-in' type='checkbox'><label for='data-5e2ea828-7f5e-478f-ae47-fa431944bb60' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>elwha_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-4b4bdaca-f463-4b48-8964-2a695a5e732e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b4bdaca-f463-4b48-8964-2a695a5e732e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-feaa7f06-137b-491e-ae62-5942c70e5505' class='xr-var-data-in' type='checkbox'><label for='data-feaa7f06-137b-491e-ae62-5942c70e5505' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
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       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
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       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
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       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cowichan_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-f6f6a3d2-1a82-4188-9a48-6f350b9db323' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f6f6a3d2-1a82-4188-9a48-6f350b9db323' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0a800ef5-dd00-4f0f-be34-47f697bac6e0' class='xr-var-data-in' type='checkbox'><label for='data-0a800ef5-dd00-4f0f-be34-47f697bac6e0' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
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       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nanaimo_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-c63077bb-f9d1-472c-ab80-5c9c1ef83d78' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c63077bb-f9d1-472c-ab80-5c9c1ef83d78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac001150-0d36-4519-9fac-2215a8d828c6' class='xr-var-data-in' type='checkbox'><label for='data-ac001150-0d36-4519-9fac-2215a8d828c6' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "    <tr>\n",
       "        <td>\n",
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       "                    <tr>\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salmon_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-b30c4ca5-add2-48b0-9735-109dd940cdc2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b30c4ca5-add2-48b0-9735-109dd940cdc2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7517caa4-0813-4012-8025-4394069e3598' class='xr-var-data-in' type='checkbox'><label for='data-7517caa4-0813-4012-8025-4394069e3598' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
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       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
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       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
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       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>homathko_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-483b8345-0cd8-47fd-90ca-a651a5a59de3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-483b8345-0cd8-47fd-90ca-a651a5a59de3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0b78ae23-a8d1-4549-8fbd-730c7a1dc9a5' class='xr-var-data-in' type='checkbox'><label for='data-0b78ae23-a8d1-4549-8fbd-730c7a1dc9a5' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>squamish_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-fdf3a3af-5fbb-4592-b496-d95e091906be' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fdf3a3af-5fbb-4592-b496-d95e091906be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e42bf7cb-06c7-4d60-bccf-b7824763bdbf' class='xr-var-data-in' type='checkbox'><label for='data-e42bf7cb-06c7-4d60-bccf-b7824763bdbf' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
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       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
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       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
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       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fraser_river</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-6228ddad-99a3-418b-8a19-b610e00a8f8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6228ddad-99a3-418b-8a19-b610e00a8f8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c36fd8f5-ae33-4c2a-9d9e-6e24055f811d' class='xr-var-data-in' type='checkbox'><label for='data-c36fd8f5-ae33-4c2a-9d9e-6e24055f811d' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>other_rivers</span></div><div class='xr-var-dims'>(time, depth, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 40, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-90ea0988-5751-4434-9890-5128eabdb542' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-90ea0988-5751-4434-9890-5128eabdb542' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc78a996-fa02-4457-85d0-1521f5b97151' class='xr-var-data-in' type='checkbox'><label for='data-bc78a996-fa02-4457-85d0-1521f5b97151' 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>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 38.88 GiB </td>\n",
       "                        <td> 109.07 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 40, 898, 398) </td>\n",
       "                        <td> (1, 40, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-2e4a16e1-08d6-4055-8fa9-17101f2fe570' class='xr-section-summary-in' type='checkbox'  ><label for='section-2e4a16e1-08d6-4055-8fa9-17101f2fe570' class='xr-section-summary' >Indexes: <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-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-0d774382-71f4-4542-bad7-58fac02cb7c0' class='xr-index-data-in' type='checkbox'/><label for='index-0d774382-71f4-4542-bad7-58fac02cb7c0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2019-01-01 12:00:00&#x27;, &#x27;2019-01-02 12:00:00&#x27;,\n",
       "               &#x27;2019-01-03 12:00:00&#x27;, &#x27;2019-01-04 12:00:00&#x27;,\n",
       "               &#x27;2019-01-05 12:00:00&#x27;, &#x27;2019-01-06 12:00:00&#x27;,\n",
       "               &#x27;2019-01-07 12:00:00&#x27;, &#x27;2019-01-08 12:00:00&#x27;,\n",
       "               &#x27;2019-01-09 12:00:00&#x27;, &#x27;2019-01-10 12:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2019-12-22 12:00:00&#x27;, &#x27;2019-12-23 12:00:00&#x27;,\n",
       "               &#x27;2019-12-24 12:00:00&#x27;, &#x27;2019-12-25 12:00:00&#x27;,\n",
       "               &#x27;2019-12-26 12:00:00&#x27;, &#x27;2019-12-27 12:00:00&#x27;,\n",
       "               &#x27;2019-12-28 12:00:00&#x27;, &#x27;2019-12-29 12:00:00&#x27;,\n",
       "               &#x27;2019-12-30 12:00:00&#x27;, &#x27;2019-12-31 12:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=365, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>depth</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-025f6bc8-e945-4eb2-93e4-519a2084dcc5' class='xr-index-data-in' type='checkbox'/><label for='index-025f6bc8-e945-4eb2-93e4-519a2084dcc5' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([0.5000002980232239, 1.5000030994415283,  2.500011444091797,\n",
       "               3.500030517578125,  4.500070571899414,  5.500150680541992,\n",
       "                6.50031042098999, 7.5006232261657715,  8.501235961914062,\n",
       "               9.502432823181152, 10.504765510559082,  11.50931167602539,\n",
       "              12.518166542053223, 13.535411834716797, 14.568982124328613,\n",
       "               15.63428783416748, 16.761173248291016,  18.00713539123535,\n",
       "               19.48178482055664, 21.389978408813477, 24.100255966186523,\n",
       "              28.229915618896484,  34.68575668334961, 44.517723083496094,\n",
       "               58.48433303833008,  76.58558654785156,  98.06295776367188,\n",
       "              121.86651611328125, 147.08946228027344, 173.11448669433594,\n",
       "               199.5730438232422,  226.2602996826172, 253.06663513183594,\n",
       "               279.9345397949219,  306.8341979980469, 333.75018310546875,\n",
       "               360.6745300292969, 387.60321044921875,  414.5340881347656,\n",
       "               441.4660949707031],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;depth&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gridY</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f6a9b601-9cc6-43f8-9bab-5a0e0eb5e56f' class='xr-index-data-in' type='checkbox'/><label for='index-f6a9b601-9cc6-43f8-9bab-5a0e0eb5e56f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([  0,   1,   2,   3,   4,   5,   6,   7,   8,   9,\n",
       "            ...\n",
       "            888, 889, 890, 891, 892, 893, 894, 895, 896, 897],\n",
       "           dtype=&#x27;int64&#x27;, name=&#x27;gridY&#x27;, length=898))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gridX</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-6404743a-6f8f-4654-9f95-70a6d552cf6a' class='xr-index-data-in' type='checkbox'/><label for='index-6404743a-6f8f-4654-9f95-70a6d552cf6a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([  0,   1,   2,   3,   4,   5,   6,   7,   8,   9,\n",
       "            ...\n",
       "            388, 389, 390, 391, 392, 393, 394, 395, 396, 397],\n",
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      ],
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       "  * gridX            (gridX) int64 0 1 2 3 4 5 6 ... 391 392 393 394 395 396 397\n",
       "Data variables: (12/13)\n",
       "    nooksack_river   (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    skagit_river     (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    snohomish_river  (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    nisqually_river  (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    elwha_river      (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    cowichan_river   (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    ...               ...\n",
       "    puntledge_river  (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    salmon_river     (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    homathko_river   (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    squamish_river   (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    fraser_river     (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>\n",
       "    other_rivers     (time, depth, gridY, gridX) float64 dask.array<chunksize=(1, 40, 898, 398), meta=np.ndarray>"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "meters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "client=Client(processes=True, n_workers=4, local_directory='/tmp/cdonaldson')  # 4 is a good choice for n_workers even on salish, if I was the only person logged on or asked for space, could go as high as 16 but... be conscious of this\n",
    "# threads_per_worker = 1 if needed, netcdf is not threadsafe now so be realiable by specifying 1 (at expense of just some efficiency)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "meters_sum = meters.sum(dim='depth')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
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       "    ...               ...\n",
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       "    squamish_river   (time, gridY, gridX) float64 dask.array&lt;chunksize=(1, 898, 398), meta=np.ndarray&gt;\n",
       "    fraser_river     (time, gridY, gridX) float64 dask.array&lt;chunksize=(1, 898, 398), meta=np.ndarray&gt;\n",
       "    other_rivers     (time, gridY, gridX) float64 dask.array&lt;chunksize=(1, 898, 398), meta=np.ndarray&gt;</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-c84386f1-154d-4732-8a67-ba60eda8d355' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c84386f1-154d-4732-8a67-ba60eda8d355' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 365</li><li><span class='xr-has-index'>gridY</span>: 898</li><li><span class='xr-has-index'>gridX</span>: 398</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4f936ca7-1b5c-41f6-8032-0d9909db60c1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4f936ca7-1b5c-41f6-8032-0d9909db60c1' class='xr-section-summary' >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 class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2019-01-01T12:00:00 ... 2019-12-...</div><input id='attrs-81924133-3b97-4de1-8356-27f70ef8cac2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81924133-3b97-4de1-8356-27f70ef8cac2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-451d236f-6445-47cb-a63f-27ad85e7607d' class='xr-var-data-in' type='checkbox'><label for='data-451d236f-6445-47cb-a63f-27ad85e7607d' 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>time</dd><dt><span>long_name :</span></dt><dd>Time Axis</dd><dt><span>time_origin :</span></dt><dd>2007-01-01 12:00:00</dd><dt><span>comment :</span></dt><dd>time values are UTC at the centre of the intervals over which the calculated model results are averaged; e.g. the field average values for 8 February 2022 have a time value of 2022-02-08 12:00:00Z</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2019-01-01T12:00:00.000000000&#x27;, &#x27;2019-01-02T12:00:00.000000000&#x27;,\n",
       "       &#x27;2019-01-03T12:00:00.000000000&#x27;, ..., &#x27;2019-12-29T12:00:00.000000000&#x27;,\n",
       "       &#x27;2019-12-30T12:00:00.000000000&#x27;, &#x27;2019-12-31T12:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gridY</span></div><div class='xr-var-dims'>(gridY)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 893 894 895 896 897</div><input id='attrs-0b955a91-bda8-4f57-b83e-df1278ff2fcf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0b955a91-bda8-4f57-b83e-df1278ff2fcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a802dd9-2cd8-4b99-8628-852a9399b6e9' class='xr-var-data-in' type='checkbox'><label for='data-6a802dd9-2cd8-4b99-8628-852a9399b6e9' 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>Grid Y</dd><dt><span>units :</span></dt><dd>count</dd><dt><span>comment :</span></dt><dd>gridY values are grid indices in the model y-direction</dd></dl></div><div class='xr-var-data'><pre>array([  0,   1,   2, ..., 895, 896, 897])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gridX</span></div><div class='xr-var-dims'>(gridX)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 393 394 395 396 397</div><input id='attrs-5588e254-79e2-4936-aa8f-72dba5551e2e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5588e254-79e2-4936-aa8f-72dba5551e2e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3af2f73f-3d34-40db-bb24-d7148ef73607' class='xr-var-data-in' type='checkbox'><label for='data-3af2f73f-3d34-40db-bb24-d7148ef73607' 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>units :</span></dt><dd>count</dd><dt><span>standard_name :</span></dt><dd>x</dd><dt><span>long_name :</span></dt><dd>Grid X</dd><dt><span>comment :</span></dt><dd>gridX values are grid indices in the model x-direction</dd></dl></div><div class='xr-var-data'><pre>array([  0,   1,   2, ..., 395, 396, 397])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a07d0d46-6671-4332-997a-425b2fe3aad2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a07d0d46-6671-4332-997a-425b2fe3aad2' class='xr-section-summary' >Data variables: <span>(13)</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>nooksack_river</span></div><div class='xr-var-dims'>(time, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-f0673be1-0a10-4293-89cb-7f084d283d34' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f0673be1-0a10-4293-89cb-7f084d283d34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-790eaf9e-4bb6-4c47-b560-fa1b5f434d79' class='xr-var-data-in' type='checkbox'><label for='data-790eaf9e-4bb6-4c47-b560-fa1b5f434d79' 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'><table>\n",
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       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 0.97 GiB </td>\n",
       "                        <td> 2.73 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (365, 898, 398) </td>\n",
       "                        <td> (1, 898, 398) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 365 chunks in 7 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>skagit_river</span></div><div class='xr-var-dims'>(time, gridY, gridX)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 898, 398), meta=np.ndarray&gt;</div><input id='attrs-5abbcb27-478f-421f-a6d6-4fea10cc0bee' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5abbcb27-478f-421f-a6d6-4fea10cc0bee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eeee46ca-bbcd-437c-9d0e-534da856bb9a' class='xr-var-data-in' type='checkbox'><label for='data-eeee46ca-bbcd-437c-9d0e-534da856bb9a' 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'><table>\n",
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       "                <tbody>\n",
       "                    \n",
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       "                        <th> Bytes </th>\n",
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       "                        <td> 2.73 MiB </td>\n",
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       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
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       "                        <th> Shape </th>\n",
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       "                        <th> Shape </th>\n",
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       "                        <td> 2.73 MiB </td>\n",
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       "                        <th> Shape </th>\n",
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       "                        <td> (1, 898, 398) </td>\n",
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       "               &#x27;2019-01-03 12:00:00&#x27;, &#x27;2019-01-04 12:00:00&#x27;,\n",
       "               &#x27;2019-01-05 12:00:00&#x27;, &#x27;2019-01-06 12:00:00&#x27;,\n",
       "               &#x27;2019-01-07 12:00:00&#x27;, &#x27;2019-01-08 12:00:00&#x27;,\n",
       "               &#x27;2019-01-09 12:00:00&#x27;, &#x27;2019-01-10 12:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2019-12-22 12:00:00&#x27;, &#x27;2019-12-23 12:00:00&#x27;,\n",
       "               &#x27;2019-12-24 12:00:00&#x27;, &#x27;2019-12-25 12:00:00&#x27;,\n",
       "               &#x27;2019-12-26 12:00:00&#x27;, &#x27;2019-12-27 12:00:00&#x27;,\n",
       "               &#x27;2019-12-28 12:00:00&#x27;, &#x27;2019-12-29 12:00:00&#x27;,\n",
       "               &#x27;2019-12-30 12:00:00&#x27;, &#x27;2019-12-31 12:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=365, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gridY</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-24e67953-6a40-4fef-abb8-3fce98fa9a50' class='xr-index-data-in' type='checkbox'/><label for='index-24e67953-6a40-4fef-abb8-3fce98fa9a50' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([  0,   1,   2,   3,   4,   5,   6,   7,   8,   9,\n",
       "            ...\n",
       "            888, 889, 890, 891, 892, 893, 894, 895, 896, 897],\n",
       "           dtype=&#x27;int64&#x27;, name=&#x27;gridY&#x27;, length=898))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gridX</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c40bef59-58f2-407d-b783-f98c7d9d2033' class='xr-index-data-in' type='checkbox'/><label for='index-c40bef59-58f2-407d-b783-f98c7d9d2033' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([  0,   1,   2,   3,   4,   5,   6,   7,   8,   9,\n",
       "            ...\n",
       "            388, 389, 390, 391, 392, 393, 394, 395, 396, 397],\n",
       "           dtype=&#x27;int64&#x27;, name=&#x27;gridX&#x27;, length=398))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cda83e88-0b3f-446d-9c5f-9c8d0b7e4da6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cda83e88-0b3f-446d-9c5f-9c8d0b7e4da6' 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:          (time: 365, gridY: 898, gridX: 398)\n",
       "Coordinates:\n",
       "  * time             (time) datetime64[ns] 2019-01-01T12:00:00 ... 2019-12-31...\n",
       "  * gridY            (gridY) int64 0 1 2 3 4 5 6 ... 891 892 893 894 895 896 897\n",
       "  * gridX            (gridX) int64 0 1 2 3 4 5 6 ... 391 392 393 394 395 396 397\n",
       "Data variables: (12/13)\n",
       "    nooksack_river   (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    skagit_river     (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    snohomish_river  (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    nisqually_river  (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    elwha_river      (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    cowichan_river   (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    ...               ...\n",
       "    puntledge_river  (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    salmon_river     (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    homathko_river   (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    squamish_river   (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    fraser_river     (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>\n",
       "    other_rivers     (time, gridY, gridX) float64 dask.array<chunksize=(1, 898, 398), meta=np.ndarray>"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "meters_sum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'SalishSeaCast_river_trace_day_avg_allR_00_40_20190101_20191231_meters_depsum'"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fname_save = fname[:-2] + 'depsum'\n",
    "fname_save"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "meters_sum.to_netcdf('/ocean/cdonaldson/research_runs/hindcast_auto/transformations/3d_hindcast_meters/{}.nc'.format(fname_save), engine=\"netcdf4\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "client.close()"
   ]
  }
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