Create_MinMax_mask_NEMO.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9f80f46f-9611-4be7-a700-dcc615cf4d70",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math\n",
    "import matplotlib.path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e074a656-1437-4998-8846-95aaca2e8a5c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define Patches for each of the 9 regions\n",
    "Basins = []\n",
    "Basins.append('Polar N. Atlantic')\n",
    "Basins.append('Subtropical N. Atlantic')\n",
    "Basins.append('Eq. Atlantic')\n",
    "Basins.append('S. Atlantic')\n",
    "Basins.append('Indian')\n",
    "Basins.append('S. Pacific')\n",
    "Basins.append('Eq. Pacific')\n",
    "Basins.append('N. Pacific')\n",
    "Basins.append('Southern Ocean')\n",
    "\n",
    "IndLonsPts=[25, 25, 40,100, 100, 110,145,145,25];\n",
    "IndLatsPts=[-90, 28, 30, 30, 0, -10,-10,-90,-90];\n",
    "\n",
    "# PacLonsPts=[145-0.1, 145-0.1, 110-0.1,100-0.1, 100-0.1, 260,260,300,300, 145];\n",
    "PacLonsPts=[145, 145, 110,100, 100, 260,260,300,300, 145];\n",
    "PacLatsPts=[-90, -10, -10, 0, 66, 66,20,0,-90,-90];\n",
    "\n",
    "transitionlats=[-40, -30, -15, -5, 5, 15, 35, 45];"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3576d624-0ebb-4e9a-bcd0-49f4ed19778b",
   "metadata": {},
   "source": [
    "# NEMO Mask"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1de2ce88-6a8a-4b10-ad61-49f1a7a5639e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --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.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;\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-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",
       "  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",
       "  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-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-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",
       "  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:       (t: 1, x: 362, y: 332, z: 75)\n",
       "Dimensions without coordinates: t, x, y, z\n",
       "Data variables: (12/44)\n",
       "    nav_lon       (y, x) float32 dask.array&lt;chunksize=(332, 362), meta=np.ndarray&gt;\n",
       "    nav_lat       (y, x) float32 dask.array&lt;chunksize=(332, 362), meta=np.ndarray&gt;\n",
       "    nav_lev       (z) float32 dask.array&lt;chunksize=(75,), meta=np.ndarray&gt;\n",
       "    time_counter  (t) float64 dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
       "    tmask         (t, z, y, x) int8 dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;\n",
       "    umask         (t, z, y, x) int8 dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;\n",
       "    ...            ...\n",
       "    gdepv         (t, z, y, x) float32 dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;\n",
       "    gdepw_0       (t, z, y, x) float32 dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;\n",
       "    gdept_1d      (t, z) float64 dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;\n",
       "    gdepw_1d      (t, z) float64 dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;\n",
       "    e3t_1d        (t, z) float64 dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;\n",
       "    e3w_1d        (t, z) float64 dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;\n",
       "Attributes:\n",
       "    file_name:  mesh_mask.nc\n",
       "    TimeStamp:  03/02/2017 10:22:44 +0000</pre><div class='xr-wrap' hidden><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-25e2ca34-251c-4c21-b758-1be1bab51f3d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-25e2ca34-251c-4c21-b758-1be1bab51f3d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>t</span>: 1</li><li><span>x</span>: 362</li><li><span>y</span>: 332</li><li><span>z</span>: 75</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6a7cdfc6-e460-4282-9d61-6ed4f6556c46' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6a7cdfc6-e460-4282-9d61-6ed4f6556c46' 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-3784f069-a6b4-489f-9c75-8634769d5a4c' class='xr-section-summary-in' type='checkbox'  ><label for='section-3784f069-a6b4-489f-9c75-8634769d5a4c' class='xr-section-summary' >Data variables: <span>(44)</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>nav_lon</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(332, 362), meta=np.ndarray&gt;</div><input id='attrs-2c874b85-a1d7-4aaa-967f-0ecb2d190054' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c874b85-a1d7-4aaa-967f-0ecb2d190054' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55c8d681-181d-42f0-a401-0d01aa52cf42' class='xr-var-data-in' type='checkbox'><label for='data-55c8d681-181d-42f0-a401-0d01aa52cf42' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (332, 362) </td> <td> (332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"160\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"110\" x2=\"120\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,110.05524861878452 0.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"130.055249\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"140.000000\" y=\"55.027624\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,55.027624)\">332</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nav_lat</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(332, 362), meta=np.ndarray&gt;</div><input id='attrs-a1de8aa9-a633-471d-aeee-991ead74fb73' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1de8aa9-a633-471d-aeee-991ead74fb73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-083d5246-8c33-4f3c-84ed-47814b4179bb' class='xr-var-data-in' type='checkbox'><label for='data-083d5246-8c33-4f3c-84ed-47814b4179bb' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (332, 362) </td> <td> (332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"160\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"110\" x2=\"120\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,110.05524861878452 0.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"130.055249\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"140.000000\" y=\"55.027624\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,55.027624)\">332</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nav_lev</span></div><div class='xr-var-dims'>(z)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(75,), meta=np.ndarray&gt;</div><input id='attrs-71ddfcde-7b10-4976-84b0-6321f9ece067' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-71ddfcde-7b10-4976-84b0-6321f9ece067' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b479e3fa-1005-4baa-a9cd-8f06a10cfd67' class='xr-var-data-in' type='checkbox'><label for='data-b479e3fa-1005-4baa-a9cd-8f06a10cfd67' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 300 B </td> <td> 300 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (75,) </td> <td> (75,) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"76\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"26\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,26.84266337678776 0.0,26.84266337678776\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"46.842663\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >75</text>\n",
       "  <text x=\"140.000000\" y=\"13.421332\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,13.421332)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_counter</span></div><div class='xr-var-dims'>(t)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-ea0d43c6-8a3a-4a57-b28f-cbae8b3def9e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ea0d43c6-8a3a-4a57-b28f-cbae8b3def9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee49fe85-7a22-4b37-bf03-0794c79397a3' class='xr-var-data-in' type='checkbox'><label for='data-ee49fe85-7a22-4b37-bf03-0794c79397a3' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 8 B </td> <td> 8 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (1,) </td> <td> (1,) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"120\" x2=\"120\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"140.000000\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,60.000000)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmask</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-d438fe99-794d-45b8-94d6-b1dbdc28d06f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d438fe99-794d-45b8-94d6-b1dbdc28d06f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f3de70e-205f-4104-a054-c3e09daf0d23' class='xr-var-data-in' type='checkbox'><label for='data-1f3de70e-205f-4104-a054-c3e09daf0d23' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 8.60 MiB </td> <td> 8.60 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>umask</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-4f47c00b-3fcd-4d0d-89e5-8ec8df299c3e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f47c00b-3fcd-4d0d-89e5-8ec8df299c3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-086ed641-b79c-48c8-9abe-fc8d3687485f' class='xr-var-data-in' type='checkbox'><label for='data-086ed641-b79c-48c8-9abe-fc8d3687485f' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 8.60 MiB </td> <td> 8.60 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vmask</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-19521803-5633-45c6-bcd8-e55a3f257206' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-19521803-5633-45c6-bcd8-e55a3f257206' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1221487d-4914-4503-ac9b-cee5e00644d0' class='xr-var-data-in' type='checkbox'><label for='data-1221487d-4914-4503-ac9b-cee5e00644d0' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 8.60 MiB </td> <td> 8.60 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fmask</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-4ef46f72-fa6d-48a7-8bda-b32f27c464ef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ef46f72-fa6d-48a7-8bda-b32f27c464ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2da3f59a-995b-47bc-9783-8e225144f6f4' class='xr-var-data-in' type='checkbox'><label for='data-2da3f59a-995b-47bc-9783-8e225144f6f4' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 8.60 MiB </td> <td> 8.60 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-ae9812fe-7870-4077-bf2c-f235aef769d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae9812fe-7870-4077-bf2c-f235aef769d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-497d8f7b-4ec0-48f3-a43d-227d73d0d76b' class='xr-var-data-in' type='checkbox'><label for='data-497d8f7b-4ec0-48f3-a43d-227d73d0d76b' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 117.37 kiB </td> <td> 117.37 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>umaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-c39add63-5961-4893-8065-89e6b4f06286' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c39add63-5961-4893-8065-89e6b4f06286' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-448f079f-4b52-488c-86ad-f301f6900862' class='xr-var-data-in' type='checkbox'><label for='data-448f079f-4b52-488c-86ad-f301f6900862' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 117.37 kiB </td> <td> 117.37 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-a7ecfa63-6236-40b0-95d9-afecce753da5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7ecfa63-6236-40b0-95d9-afecce753da5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-781f1a5b-94c5-49d3-91d0-23a59b65df18' class='xr-var-data-in' type='checkbox'><label for='data-781f1a5b-94c5-49d3-91d0-23a59b65df18' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 117.37 kiB </td> <td> 117.37 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fmaskutil</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-5ec0d6dd-ac43-4db5-987c-0988223f4078' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5ec0d6dd-ac43-4db5-987c-0988223f4078' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6ceac8b-e646-437c-8f79-032375e33950' class='xr-var-data-in' type='checkbox'><label for='data-e6ceac8b-e646-437c-8f79-032375e33950' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 117.37 kiB </td> <td> 117.37 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int8 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamt</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-18b4b453-7f82-45e0-9f06-d224b25eaecc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-18b4b453-7f82-45e0-9f06-d224b25eaecc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc9fb08b-62ad-4df1-8ada-82e86c221606' class='xr-var-data-in' type='checkbox'><label for='data-cc9fb08b-62ad-4df1-8ada-82e86c221606' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamu</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-980892c5-4e18-40d9-8c8d-ea7b2cc955aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-980892c5-4e18-40d9-8c8d-ea7b2cc955aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99ae83e0-7c0a-45a0-b97b-77bb7bc20154' class='xr-var-data-in' type='checkbox'><label for='data-99ae83e0-7c0a-45a0-b97b-77bb7bc20154' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamv</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-3373838d-5829-4b35-b8c6-2ec114e76d7e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3373838d-5829-4b35-b8c6-2ec114e76d7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a65c638-4e6e-4b9c-a28d-963cb2a40342' class='xr-var-data-in' type='checkbox'><label for='data-1a65c638-4e6e-4b9c-a28d-963cb2a40342' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>glamf</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-f5dda87e-fce4-49f8-951a-aba3c721345c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5dda87e-fce4-49f8-951a-aba3c721345c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-927f4560-442a-4931-8d61-fa8587282e63' class='xr-var-data-in' type='checkbox'><label for='data-927f4560-442a-4931-8d61-fa8587282e63' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphit</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-1861935a-041a-43ff-82f3-549cc295811d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1861935a-041a-43ff-82f3-549cc295811d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b13d61c-4144-4457-8ef3-564c363afbde' class='xr-var-data-in' type='checkbox'><label for='data-3b13d61c-4144-4457-8ef3-564c363afbde' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphiu</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-dfaa1a5e-f244-4a90-9336-7f3e62356e58' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dfaa1a5e-f244-4a90-9336-7f3e62356e58' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5ebc08a-835e-4b62-98f0-350116a8f855' class='xr-var-data-in' type='checkbox'><label for='data-c5ebc08a-835e-4b62-98f0-350116a8f855' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphiv</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-94ec108b-4a7e-43e8-8b4a-8949bc8fae80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-94ec108b-4a7e-43e8-8b4a-8949bc8fae80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aafe861c-140e-41c4-86c7-c3dd12dd462d' class='xr-var-data-in' type='checkbox'><label for='data-aafe861c-140e-41c4-86c7-c3dd12dd462d' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gphif</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-94e4bdba-5c48-431e-a148-e2e4ecaea7dd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-94e4bdba-5c48-431e-a148-e2e4ecaea7dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-180052e6-d48d-4c88-867f-2bf379af09f6' class='xr-var-data-in' type='checkbox'><label for='data-180052e6-d48d-4c88-867f-2bf379af09f6' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1t</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-18193278-5e99-4502-a355-b40ee646b6e1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-18193278-5e99-4502-a355-b40ee646b6e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a92ad51-84c4-45a1-ad01-a0697d2ec6c8' class='xr-var-data-in' type='checkbox'><label for='data-2a92ad51-84c4-45a1-ad01-a0697d2ec6c8' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1u</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-e58133b4-4c44-4d23-9350-6799a51d439f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e58133b4-4c44-4d23-9350-6799a51d439f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c6ee510b-30e2-4e69-9399-9474c5134acc' class='xr-var-data-in' type='checkbox'><label for='data-c6ee510b-30e2-4e69-9399-9474c5134acc' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1v</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-22f3cf14-d2c7-4dd7-ac5a-33f44ff46b57' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-22f3cf14-d2c7-4dd7-ac5a-33f44ff46b57' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-737ab814-6f97-403f-b44e-d47247c8c091' class='xr-var-data-in' type='checkbox'><label for='data-737ab814-6f97-403f-b44e-d47247c8c091' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e1f</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-771c875e-0b8e-4d36-a8a1-ad02594e9432' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-771c875e-0b8e-4d36-a8a1-ad02594e9432' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4eb3d652-c3be-40ad-86cf-3cb5ac91bdd4' class='xr-var-data-in' type='checkbox'><label for='data-4eb3d652-c3be-40ad-86cf-3cb5ac91bdd4' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2t</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-ca9004da-e721-4a9f-b7ba-02c7b52615b6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ca9004da-e721-4a9f-b7ba-02c7b52615b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af2f4d63-65ab-40f6-b71f-8b74e7528472' class='xr-var-data-in' type='checkbox'><label for='data-af2f4d63-65ab-40f6-b71f-8b74e7528472' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2u</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-5bd6b76b-4854-49a7-bdcd-67521fd07b9b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5bd6b76b-4854-49a7-bdcd-67521fd07b9b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a2ab4d4-f20f-48bd-a76f-de3b0ce1cde2' class='xr-var-data-in' type='checkbox'><label for='data-2a2ab4d4-f20f-48bd-a76f-de3b0ce1cde2' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2v</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-b9c9b3e5-b3f5-466e-b7aa-45819558f7be' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b9c9b3e5-b3f5-466e-b7aa-45819558f7be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59c6b853-b732-4d83-9221-adc1111329e4' class='xr-var-data-in' type='checkbox'><label for='data-59c6b853-b732-4d83-9221-adc1111329e4' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e2f</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-015e8f6f-16ec-4b7b-8bda-5459b5639351' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-015e8f6f-16ec-4b7b-8bda-5459b5639351' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c6b22950-3138-47a5-b58d-9ff52e97f5cc' class='xr-var-data-in' type='checkbox'><label for='data-c6b22950-3138-47a5-b58d-9ff52e97f5cc' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ff</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-cb98ed82-9d64-4871-929d-a74d215fc2ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cb98ed82-9d64-4871-929d-a74d215fc2ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93e196e2-aa4f-4c65-90af-925e59c437fa' class='xr-var-data-in' type='checkbox'><label for='data-93e196e2-aa4f-4c65-90af-925e59c437fa' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 0.92 MiB </td> <td> 0.92 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mbathy</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-07d3e6ca-2918-4a8f-9d84-483339d12a99' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07d3e6ca-2918-4a8f-9d84-483339d12a99' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b361bdb-3324-4a52-8a1b-b5321c66b45c' class='xr-var-data-in' type='checkbox'><label for='data-7b361bdb-3324-4a52-8a1b-b5321c66b45c' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 234.73 kiB </td> <td> 234.73 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int16 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>misf</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-f881af56-da86-423e-819e-ba6263448b67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f881af56-da86-423e-819e-ba6263448b67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5bb047ff-e7d6-43d8-be9b-f0fe14de1b96' class='xr-var-data-in' type='checkbox'><label for='data-5bb047ff-e7d6-43d8-be9b-f0fe14de1b96' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 234.73 kiB </td> <td> 234.73 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> int16 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>isfdraft</span></div><div class='xr-var-dims'>(t, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-c0bb9337-2942-4677-ab46-5b9264c6551e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c0bb9337-2942-4677-ab46-5b9264c6551e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2beb59c9-1104-4fce-81b9-e91eca85d863' class='xr-var-data-in' type='checkbox'><label for='data-2beb59c9-1104-4fce-81b9-e91eca85d863' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 469.47 kiB </td> <td> 469.47 kiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 332, 362) </td> <td> (1, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"194\" height=\"175\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"110\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,125.00384656853892 10.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"24\" y1=\"125\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"125\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,125.00384656853892 24.9485979497544,125.00384656853892\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"84.948598\" y=\"145.003847\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"164.948598\" y=\"69.976222\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,69.976222)\">332</text>\n",
       "  <text x=\"7.474299\" y=\"137.529548\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,137.529548)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3t_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-fc1b947c-3c01-4713-b646-ec7a89f2fd1c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc1b947c-3c01-4713-b646-ec7a89f2fd1c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55c89192-5108-44ed-8cb1-8a0df606ca44' class='xr-var-data-in' type='checkbox'><label for='data-55c89192-5108-44ed-8cb1-8a0df606ca44' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 68.77 MiB </td> <td> 68.77 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3u_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-13cec136-c1d0-4f0e-9d98-e8256136f4a2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-13cec136-c1d0-4f0e-9d98-e8256136f4a2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6c04c31-b1f8-455d-acb1-bc0c4af6cf84' class='xr-var-data-in' type='checkbox'><label for='data-a6c04c31-b1f8-455d-acb1-bc0c4af6cf84' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 68.77 MiB </td> <td> 68.77 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3v_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-640957ca-af8d-44cc-9c94-109fa807bf7f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-640957ca-af8d-44cc-9c94-109fa807bf7f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5733b10-02c2-4e36-9f7b-feede4d704c7' class='xr-var-data-in' type='checkbox'><label for='data-a5733b10-02c2-4e36-9f7b-feede4d704c7' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 68.77 MiB </td> <td> 68.77 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3w_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-fc11a28c-f56a-4975-938e-3a9a19595bb2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc11a28c-f56a-4975-938e-3a9a19595bb2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee38602b-8224-4006-bb40-d8b32a32a097' class='xr-var-data-in' type='checkbox'><label for='data-ee38602b-8224-4006-bb40-d8b32a32a097' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 68.77 MiB </td> <td> 68.77 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdept_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-427414bc-b99b-4f29-92c6-d29bb973f6e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-427414bc-b99b-4f29-92c6-d29bb973f6e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-805a712e-f8c6-4e2a-81fa-f35c86852842' class='xr-var-data-in' type='checkbox'><label for='data-805a712e-f8c6-4e2a-81fa-f35c86852842' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 34.38 MiB </td> <td> 34.38 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepu</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-add40bf0-14ad-4960-af04-fc9e9d1a1c65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-add40bf0-14ad-4960-af04-fc9e9d1a1c65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-743196c0-a5da-43ae-bdcb-9fe7671ca504' class='xr-var-data-in' type='checkbox'><label for='data-743196c0-a5da-43ae-bdcb-9fe7671ca504' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 34.38 MiB </td> <td> 34.38 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepv</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-288ad34b-e238-4b3e-aba4-508be0a97bb8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-288ad34b-e238-4b3e-aba4-508be0a97bb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e76cc47f-d338-4d9b-9117-7560a13857be' class='xr-var-data-in' type='checkbox'><label for='data-e76cc47f-d338-4d9b-9117-7560a13857be' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 34.38 MiB </td> <td> 34.38 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepw_0</span></div><div class='xr-var-dims'>(t, z, y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75, 332, 362), meta=np.ndarray&gt;</div><input id='attrs-ca92e4a2-a1a3-493d-a21c-a09c84d0b1f5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ca92e4a2-a1a3-493d-a21c-a09c84d0b1f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13f33ccd-8aa7-41b7-89f7-94c09b3968b3' class='xr-var-data-in' type='checkbox'><label for='data-13f33ccd-8aa7-41b7-89f7-94c09b3968b3' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 34.38 MiB </td> <td> 34.38 MiB </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75, 332, 362) </td> <td> (1, 75, 332, 362) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float32 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"384\" height=\"184\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"25\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
       "  <text x=\"45.412617\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,45.412617,12.706308)\">1</text>\n",
       "\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"95\" y1=\"110\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"95\" y2=\"110\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 119.7986167858133,24.79861678581329 119.7986167858133,134.8538654045978 95.0,110.05524861878452\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"95\" y1=\"0\" x2=\"119\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"215\" y1=\"0\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"95.0,0.0 215.0,0.0 239.7986167858133,24.79861678581329 119.7986167858133,24.79861678581329\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"239\" y2=\"24\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"119\" y1=\"134\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"119\" y1=\"24\" x2=\"119\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"239\" y1=\"24\" x2=\"239\" y2=\"134\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"119.7986167858133,24.79861678581329 239.7986167858133,24.79861678581329 239.7986167858133,134.8538654045978 119.7986167858133,134.8538654045978\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"179.798617\" y=\"154.853865\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >362</text>\n",
       "  <text x=\"259.798617\" y=\"79.826241\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,259.798617,79.826241)\">332</text>\n",
       "  <text x=\"97.399308\" y=\"142.454557\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,97.399308,142.454557)\">75</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdept_1d</span></div><div class='xr-var-dims'>(t, z)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;</div><input id='attrs-e784c0f4-b0d4-4a63-b77f-b7b39e590608' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e784c0f4-b0d4-4a63-b77f-b7b39e590608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f144465f-ec03-42fc-b65d-e1bc3afabf9d' class='xr-var-data-in' type='checkbox'><label for='data-f144465f-ec03-42fc-b65d-e1bc3afabf9d' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 600 B </td> <td> 600 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75) </td> <td> (1, 75) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"76\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"26\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,26.84266337678776 0.0,26.84266337678776\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"46.842663\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >75</text>\n",
       "  <text x=\"140.000000\" y=\"13.421332\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,13.421332)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gdepw_1d</span></div><div class='xr-var-dims'>(t, z)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;</div><input id='attrs-627d1600-b966-40b6-bcd5-b9742e43b114' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-627d1600-b966-40b6-bcd5-b9742e43b114' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f19e919-2e2e-4297-ae0f-baa3c8a9164f' class='xr-var-data-in' type='checkbox'><label for='data-3f19e919-2e2e-4297-ae0f-baa3c8a9164f' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 600 B </td> <td> 600 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75) </td> <td> (1, 75) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"76\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"26\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,26.84266337678776 0.0,26.84266337678776\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"46.842663\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >75</text>\n",
       "  <text x=\"140.000000\" y=\"13.421332\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,13.421332)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3t_1d</span></div><div class='xr-var-dims'>(t, z)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;</div><input id='attrs-895997a9-63d6-4d71-ae42-3c8801824b45' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-895997a9-63d6-4d71-ae42-3c8801824b45' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc089fc0-0d10-468f-962a-9e7d578fd4ed' class='xr-var-data-in' type='checkbox'><label for='data-dc089fc0-0d10-468f-962a-9e7d578fd4ed' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 600 B </td> <td> 600 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75) </td> <td> (1, 75) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"76\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"26\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,26.84266337678776 0.0,26.84266337678776\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"46.842663\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >75</text>\n",
       "  <text x=\"140.000000\" y=\"13.421332\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,13.421332)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>e3w_1d</span></div><div class='xr-var-dims'>(t, z)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1, 75), meta=np.ndarray&gt;</div><input id='attrs-1e7bb9d7-b1ae-4922-a644-ebf2dae2ed3a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e7bb9d7-b1ae-4922-a644-ebf2dae2ed3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f60a057f-3389-49f9-bd17-a4f16aadb5c6' class='xr-var-data-in' type='checkbox'><label for='data-f60a057f-3389-49f9-bd17-a4f16aadb5c6' 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",
       "<tr>\n",
       "<td>\n",
       "<table>\n",
       "  <thead>\n",
       "    <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr><th> Bytes </th><td> 600 B </td> <td> 600 B </td></tr>\n",
       "    <tr><th> Shape </th><td> (1, 75) </td> <td> (1, 75) </td></tr>\n",
       "    <tr><th> Count </th><td> 2 Tasks </td><td> 1 Chunks </td></tr>\n",
       "    <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</td>\n",
       "<td>\n",
       "<svg width=\"170\" height=\"76\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"26\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"26\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,26.84266337678776 0.0,26.84266337678776\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"60.000000\" y=\"46.842663\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >75</text>\n",
       "  <text x=\"140.000000\" y=\"13.421332\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,13.421332)\">1</text>\n",
       "</svg>\n",
       "</td>\n",
       "</tr>\n",
       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-0a8f52e7-3aff-443e-ba33-05f9672cae54' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0a8f52e7-3aff-443e-ba33-05f9672cae54' class='xr-section-summary' >Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>file_name :</span></dt><dd>mesh_mask.nc</dd><dt><span>TimeStamp :</span></dt><dd>03/02/2017 10:22:44 +0000</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:       (t: 1, x: 362, y: 332, z: 75)\n",
       "Dimensions without coordinates: t, x, y, z\n",
       "Data variables: (12/44)\n",
       "    nav_lon       (y, x) float32 dask.array<chunksize=(332, 362), meta=np.ndarray>\n",
       "    nav_lat       (y, x) float32 dask.array<chunksize=(332, 362), meta=np.ndarray>\n",
       "    nav_lev       (z) float32 dask.array<chunksize=(75,), meta=np.ndarray>\n",
       "    time_counter  (t) float64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    tmask         (t, z, y, x) int8 dask.array<chunksize=(1, 75, 332, 362), meta=np.ndarray>\n",
       "    umask         (t, z, y, x) int8 dask.array<chunksize=(1, 75, 332, 362), meta=np.ndarray>\n",
       "    ...            ...\n",
       "    gdepv         (t, z, y, x) float32 dask.array<chunksize=(1, 75, 332, 362), meta=np.ndarray>\n",
       "    gdepw_0       (t, z, y, x) float32 dask.array<chunksize=(1, 75, 332, 362), meta=np.ndarray>\n",
       "    gdept_1d      (t, z) float64 dask.array<chunksize=(1, 75), meta=np.ndarray>\n",
       "    gdepw_1d      (t, z) float64 dask.array<chunksize=(1, 75), meta=np.ndarray>\n",
       "    e3t_1d        (t, z) float64 dask.array<chunksize=(1, 75), meta=np.ndarray>\n",
       "    e3w_1d        (t, z) float64 dask.array<chunksize=(1, 75), meta=np.ndarray>\n",
       "Attributes:\n",
       "    file_name:  mesh_mask.nc\n",
       "    TimeStamp:  03/02/2017 10:22:44 +0000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "NEMO_grid_info = xr.open_mfdataset('C:/users/nm455/OneDrive - University of Exeter/UNICORNS/MTM/mesh*')\n",
    "display(NEMO_grid_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0f660aa1-4511-4ed9-9ec7-4173f02ef79d",
   "metadata": {},
   "outputs": [],
   "source": [
    "NEMO_lat = NEMO_grid_info.nav_lat.values\n",
    "NEMO_lon = xr.where(NEMO_grid_info.nav_lon<0, 360+NEMO_grid_info.nav_lon, NEMO_grid_info.nav_lon).values\n",
    "NEMO_depth = NEMO_grid_info.nav_lev.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "7e062e01-88ba-4483-85ee-ab19466d5fef",
   "metadata": {},
   "outputs": [],
   "source": [
    "land_mask = NEMO_grid_info.mbathy/NEMO_grid_info.mbathy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f0871bc5-b087-4fb2-ba50-71d70e2a5647",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_pixel_nos = PacLonsPts\n",
    "y_pixel_nos = PacLatsPts\n",
    "\n",
    "temp_list = []\n",
    "for a, b in zip(x_pixel_nos, y_pixel_nos):\n",
    "    temp_list.append([a, b])\n",
    "\n",
    "polygon = np.array(temp_list)\n",
    "left = np.min(polygon, axis=0)\n",
    "right = np.max(polygon, axis=0)\n",
    "x = np.arange(math.ceil(left[0]), math.floor(right[0])+1)\n",
    "y = np.arange(math.ceil(left[1]), math.floor(right[1])+1)\n",
    "xv, yv = NEMO_lon, NEMO_lat\n",
    "points = np.hstack((xv.reshape((-1,1)), yv.reshape((-1,1))))\n",
    "path = matplotlib.path.Path(polygon)\n",
    "mask_Pac = path.contains_points(points)\n",
    "mask_Pac.shape = xv.shape\n",
    "mask_Pac_bit = mask_Pac*np.ones_like(xv)\n",
    "\n",
    "x_pixel_nos = IndLonsPts\n",
    "y_pixel_nos = IndLatsPts\n",
    "\n",
    "temp_list = []\n",
    "for a, b in zip(x_pixel_nos, y_pixel_nos):\n",
    "    temp_list.append([a, b])\n",
    "\n",
    "polygon = np.array(temp_list)\n",
    "left = np.min(polygon, axis=0)\n",
    "right = np.max(polygon, axis=0)\n",
    "x = np.arange(math.ceil(left[0]), math.floor(right[0])+1)\n",
    "y = np.arange(math.ceil(left[1]), math.floor(right[1])+1)\n",
    "xv, yv = NEMO_lon, NEMO_lat\n",
    "points = np.hstack((xv.reshape((-1,1)), yv.reshape((-1,1))))\n",
    "path = matplotlib.path.Path(polygon)\n",
    "mask_Ind = path.contains_points(points)\n",
    "mask_Ind.shape = xv.shape\n",
    "mask_Ind_bit = mask_Ind*np.ones_like(xv)\n",
    "\n",
    "combi_Ind_Pac_mask = np.array(mask_Ind) | np.array(mask_Pac) \n",
    "mask_Atl = ~combi_Ind_Pac_mask\n",
    "mask_Atl_bit = mask_Atl*np.ones_like(xv)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f0675398-dd87-4c04-96b1-03df8d5f05ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_Polar_Atl = np.where((yv<=transitionlats[-1])&(yv>transitionlats[-2]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-2])/\\\n",
    "                                        (transitionlats[-1]-transitionlats[-2])), 0)\\\n",
    "                +np.where(yv>transitionlats[-1],mask_Atl_bit,0)\n",
    "mask_TN_Atl = np.where((yv<transitionlats[-1])&(yv>=transitionlats[-2]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-1])/\\\n",
    "                                        (transitionlats[-2]-transitionlats[-1])), 0)\\\n",
    "                +np.where((yv>transitionlats[-3])&(yv<transitionlats[-2]),mask_Atl_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-3])&(yv>transitionlats[-4]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-4])/\\\n",
    "                                        (transitionlats[-3]-transitionlats[-4])), 0)\n",
    "mask_Eq_Atl = np.where((yv<transitionlats[-3])&(yv>=transitionlats[-4]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-3])/\\\n",
    "                                        (transitionlats[-4]-transitionlats[-3])), 0)\\\n",
    "                +np.where((yv>transitionlats[-5])&(yv<transitionlats[-4]),mask_Atl_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-5])&(yv>transitionlats[-6]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-6])/\\\n",
    "                                        (transitionlats[-5]-transitionlats[-6])), 0)\n",
    "mask_SAtl = np.where((yv<transitionlats[-5])&(yv>=transitionlats[-6]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-5])/\\\n",
    "                                        (transitionlats[-6]-transitionlats[-5])), 0)\\\n",
    "                +np.where((yv>transitionlats[-7])&(yv<transitionlats[-6]),mask_Atl_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-7])&(yv>transitionlats[-8]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-8])/\\\n",
    "                                        (transitionlats[-7]-transitionlats[-8])), 0)\n",
    "mask_SO_Atl =  np.where((yv<transitionlats[-7])&(yv>=transitionlats[-8]),\\\n",
    "                          mask_Atl_bit*((yv-transitionlats[-7])/\\\n",
    "                                        (transitionlats[-8]-transitionlats[-7])), 0)\\\n",
    "                +np.where(yv<transitionlats[-8],mask_Atl_bit,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4cba2aff-f734-4c75-9c22-b4dcee5f2304",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_Polar_Pac = np.where((yv<=transitionlats[-1])&(yv>transitionlats[-2]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-2])/\\\n",
    "                                        (transitionlats[-1]-transitionlats[-2])), 0)\\\n",
    "                +np.where(yv>transitionlats[-1],mask_Pac_bit,0)\n",
    "mask_TN_Pac = np.where((yv<transitionlats[-1])&(yv>=transitionlats[-2]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-1])/\\\n",
    "                                        (transitionlats[-2]-transitionlats[-1])), 0)\\\n",
    "                +np.where((yv>transitionlats[-3])&(yv<transitionlats[-2]),mask_Pac_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-3])&(yv>transitionlats[-4]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-4])/\\\n",
    "                                        (transitionlats[-3]-transitionlats[-4])), 0)\n",
    "mask_NPac = mask_Polar_Pac+mask_TN_Pac\n",
    "\n",
    "mask_Eq_Pac = np.where((yv<transitionlats[-3])&(yv>=transitionlats[-4]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-3])/\\\n",
    "                                        (transitionlats[-4]-transitionlats[-3])), 0)\\\n",
    "                +np.where((yv>transitionlats[-5])&(yv<transitionlats[-4]),mask_Pac_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-5])&(yv>transitionlats[-6]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-6])/\\\n",
    "                                        (transitionlats[-5]-transitionlats[-6])), 0)\n",
    "mask_SPac = np.where((yv<transitionlats[-5])&(yv>=transitionlats[-6]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-5])/\\\n",
    "                                        (transitionlats[-6]-transitionlats[-5])), 0)\\\n",
    "                +np.where((yv>transitionlats[-7])&(yv<transitionlats[-6]),mask_Pac_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-7])&(yv>transitionlats[-8]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-8])/\\\n",
    "                                        (transitionlats[-7]-transitionlats[-8])), 0)\n",
    "mask_SO_Pac =  np.where((yv<transitionlats[-7])&(yv>=transitionlats[-8]),\\\n",
    "                          mask_Pac_bit*((yv-transitionlats[-7])/\\\n",
    "                                        (transitionlats[-8]-transitionlats[-7])), 0)\\\n",
    "                +np.where(yv<transitionlats[-8],mask_Pac_bit,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "202cc079-7817-48ba-b3f3-962aba3987b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_Polar_Ind = np.where((yv<=transitionlats[-1])&(yv>transitionlats[-2]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-2])/\\\n",
    "                                        (transitionlats[-1]-transitionlats[-2])), 0)\\\n",
    "                +np.where(yv>transitionlats[-1],mask_Ind_bit,0)\n",
    "mask_TN_Ind = np.where((yv<transitionlats[-1])&(yv>=transitionlats[-2]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-1])/\\\n",
    "                                        (transitionlats[-2]-transitionlats[-1])), 0)\\\n",
    "                +np.where((yv>transitionlats[-3])&(yv<transitionlats[-2]),mask_Ind_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-3])&(yv>transitionlats[-4]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-4])/\\\n",
    "                                        (transitionlats[-3]-transitionlats[-4])), 0)\n",
    "mask_Eq_Ind = np.where((yv<transitionlats[-3])&(yv>=transitionlats[-4]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-3])/\\\n",
    "                                        (transitionlats[-4]-transitionlats[-3])), 0)\\\n",
    "                +np.where((yv>transitionlats[-5])&(yv<transitionlats[-4]),mask_Ind_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-5])&(yv>transitionlats[-6]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-6])/\\\n",
    "                                        (transitionlats[-5]-transitionlats[-6])), 0)\n",
    "mask_SInd = np.where((yv<transitionlats[-5])&(yv>=transitionlats[-6]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-5])/\\\n",
    "                                        (transitionlats[-6]-transitionlats[-5])), 0)\\\n",
    "                +np.where((yv>transitionlats[-7])&(yv<transitionlats[-6]),mask_Ind_bit,0)\\\n",
    "              +np.where((yv<=transitionlats[-7])&(yv>transitionlats[-8]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-8])/\\\n",
    "                                        (transitionlats[-7]-transitionlats[-8])), 0)\n",
    "\n",
    "mask_Ind = mask_Polar_Ind+mask_TN_Ind+mask_Eq_Ind+mask_SInd\n",
    "\n",
    "mask_SO_Ind =  np.where((yv<transitionlats[-7])&(yv>=transitionlats[-8]),\\\n",
    "                          mask_Ind_bit*((yv-transitionlats[-7])/\\\n",
    "                                        (transitionlats[-8]-transitionlats[-7])), 0)\\\n",
    "                +np.where(yv<transitionlats[-8],mask_Ind_bit,0)\n",
    "\n",
    "mask_SO = mask_SO_Ind+mask_SO_Pac+mask_SO_Atl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "dce2f320-d340-4b63-9688-a517f56a3e5b",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_Polar_Atl_3D = np.repeat(mask_Polar_Atl[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_TN_Atl_3D = np.repeat(mask_TN_Atl[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_Eq_Atl_3D = np.repeat(mask_Eq_Atl[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_SAtl_3D = np.repeat(mask_SAtl[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_Ind_3D = np.repeat(mask_Ind[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_NPac_3D = np.repeat(mask_NPac[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_Eq_Pac_3D = np.repeat(mask_Eq_Pac[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_SPac_3D = np.repeat(mask_SPac[np.newaxis,:,:], NEMO_depth.size, axis=0)\n",
    "mask_SO_3D = np.repeat(mask_SO[np.newaxis,:,:], NEMO_depth.size, axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d4e47e98-322e-40f7-86b9-fce2566dc43e",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_NEMO = np.zeros((np.array(Basins).size,mask_Polar_Atl_3D.shape[0],mask_Polar_Atl_3D.shape[1],mask_Polar_Atl_3D.shape[2]))\n",
    "mask_NEMO[0,:,:,:] = mask_Polar_Atl_3D\n",
    "mask_NEMO[1,:,:,:] = mask_TN_Atl_3D\n",
    "mask_NEMO[2,:,:,:] = mask_Eq_Atl_3D\n",
    "mask_NEMO[3,:,:,:] = mask_SAtl_3D\n",
    "mask_NEMO[4,:,:,:] = mask_Ind_3D\n",
    "mask_NEMO[5,:,:,:] = mask_SPac_3D\n",
    "mask_NEMO[6,:,:,:] = mask_Eq_Pac_3D\n",
    "mask_NEMO[7,:,:,:] = mask_NPac_3D\n",
    "mask_NEMO[8,:,:,:] = mask_SO_3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d5f9e85d-35e3-4b57-b899-a7ceae136488",
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_NEMO_da = xr.DataArray(data=mask_NEMO,\n",
    "     dims=[\"Basins\", \"lev\", \"i\", \"j\"],\n",
    "     coords=dict(\n",
    "         Basins = Basins,\n",
    "         i = np.arange(0,NEMO_lon.shape[0]),\n",
    "         j = np.arange(0,NEMO_lat.shape[1]),\n",
    "         lon=([\"i\", \"j\"], NEMO_lon),\n",
    "         lat=([\"i\", \"j\"], NEMO_lat),\n",
    "         lev=NEMO_depth),\n",
    "     attrs=dict(\n",
    "         description=\"Basin Masks\"))\n",
    "\n",
    "ds_NEMO = xr.Dataset()\n",
    "ds_NEMO['mask_NEMO'] = mask_NEMO_da\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a7a240db-d136-4297-9d04-8192cae0647d",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_NEMO.to_netcdf('C:/users/nm455/OneDrive - University of Exeter/UNICORNS/MTM/mask_NEMO.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "42c2b4a9-6083-45ce-8da7-e8d621e04ddd",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "99f86a5d-e894-4bf0-bdec-de740d1c7ff5",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}