{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2f1adae7",
   "metadata": {},
   "source": [
    "# xarray\n",
    "xarray is a library for labelled multidimensional array objects (dataset and dataarrays).\n",
    "\n",
    "Tutorial based on excellent guide from [Pangeo](http://gallery.pangeo.io/repos/pangeo-data/pangeo-tutorial-gallery/xarray.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "97c02866",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "116363a2",
   "metadata": {},
   "outputs": [
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       ".xr-text-repr-fallback {\n",
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       ".xr-header > ul {\n",
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       "\n",
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       "\n",
       ".xr-sections {\n",
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       "\n",
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       ".xr-array-wrap > label {\n",
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       ".xr-var-list > li:nth-child(odd) > div,\n",
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       ".xr-var-dtype {\n",
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       "  text-align: right;\n",
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       "\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (dim_0: 3)&gt;\n",
       "array([1, 2, 3])\n",
       "Dimensions without coordinates: dim_0</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span>dim_0</span>: 3</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-079e87ea-de30-48b8-9607-7aedfcd4b796' class='xr-array-in' type='checkbox' checked><label for='section-079e87ea-de30-48b8-9607-7aedfcd4b796' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>1 2 3</span></div><div class='xr-array-data'><pre>array([1, 2, 3])</pre></div></div></li><li class='xr-section-item'><input id='section-8a7732c9-fb7c-41d9-8476-a58feae5fd1b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8a7732c9-fb7c-41d9-8476-a58feae5fd1b' 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-25c3e574-4398-469d-a870-b1ba11a8798e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-25c3e574-4398-469d-a870-b1ba11a8798e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (dim_0: 3)>\n",
       "array([1, 2, 3])\n",
       "Dimensions without coordinates: dim_0"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "da = xr.DataArray([1, 2, 3])\n",
    "da"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "05abdaf8",
   "metadata": {},
   "outputs": [],
   "source": [
    "lat = np.arange(-60, 85, 0.25)\n",
    "lon = np.arange(-180, 180, 0.25)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9bd8fad3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-60.  , -59.75, -59.5 , -59.25, -59.  , -58.75, -58.5 , -58.25,\n",
       "       -58.  , -57.75])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
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    "lat[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e42ce7a1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-180.  , -179.75, -179.5 , -179.25, -179.  , -178.75, -178.5 ,\n",
       "       -178.25, -178.  , -177.75])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lon[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8aa65453",
   "metadata": {},
   "outputs": [],
   "source": [
    "random_array = np.random.rand(np.shape(lat)[0], np.shape(lon)[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "042337bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.46790812, 0.70384265, 0.3217949 , ..., 0.99066462, 0.17896173,\n",
       "        0.75710259],\n",
       "       [0.56797323, 0.60090187, 0.63837513, ..., 0.86415796, 0.5610759 ,\n",
       "        0.17693797],\n",
       "       [0.74666124, 0.17262882, 0.14981358, ..., 0.06162647, 0.462453  ,\n",
       "        0.94873145],\n",
       "       ...,\n",
       "       [0.21474678, 0.60416556, 0.63095547, ..., 0.81648712, 0.3626262 ,\n",
       "        0.83673775],\n",
       "       [0.60234326, 0.12133838, 0.90178623, ..., 0.05333163, 0.89202358,\n",
       "        0.76202533],\n",
       "       [0.10804089, 0.91367279, 0.38442562, ..., 0.6915072 , 0.09413142,\n",
       "        0.1209971 ]])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f045ab49",
   "metadata": {},
   "outputs": [
    {
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       "\n",
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       "\n",
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       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
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       ".xr-array-wrap {\n",
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       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
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       "\n",
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       ".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",
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       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
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       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data {\n",
       "  display: block;\n",
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       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
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       "\n",
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       ".xr-var-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
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       "\n",
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       ".xr-var-data {\n",
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       "\n",
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       "}\n",
       "\n",
       ".xr-attrs dt, 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.DataArray (lat: 580, lon: 1440)&gt;\n",
       "array([[0.46790812, 0.70384265, 0.3217949 , ..., 0.99066462, 0.17896173,\n",
       "        0.75710259],\n",
       "       [0.56797323, 0.60090187, 0.63837513, ..., 0.86415796, 0.5610759 ,\n",
       "        0.17693797],\n",
       "       [0.74666124, 0.17262882, 0.14981358, ..., 0.06162647, 0.462453  ,\n",
       "        0.94873145],\n",
       "       ...,\n",
       "       [0.21474678, 0.60416556, 0.63095547, ..., 0.81648712, 0.3626262 ,\n",
       "        0.83673775],\n",
       "       [0.60234326, 0.12133838, 0.90178623, ..., 0.05333163, 0.89202358,\n",
       "        0.76202533],\n",
       "       [0.10804089, 0.91367279, 0.38442562, ..., 0.6915072 , 0.09413142,\n",
       "        0.1209971 ]])\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 -60.0 -59.75 -59.5 -59.25 ... 84.0 84.25 84.5 84.75\n",
       "  * lon      (lon) float64 -180.0 -179.8 -179.5 -179.2 ... 179.2 179.5 179.8</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 580</li><li><span class='xr-has-index'>lon</span>: 1440</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-bc1fd5a2-1c8d-4bae-8c91-404e6003490a' class='xr-array-in' type='checkbox' checked><label for='section-bc1fd5a2-1c8d-4bae-8c91-404e6003490a' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.4679 0.7038 0.3218 0.1571 0.337 ... 0.7296 0.6915 0.09413 0.121</span></div><div class='xr-array-data'><pre>array([[0.46790812, 0.70384265, 0.3217949 , ..., 0.99066462, 0.17896173,\n",
       "        0.75710259],\n",
       "       [0.56797323, 0.60090187, 0.63837513, ..., 0.86415796, 0.5610759 ,\n",
       "        0.17693797],\n",
       "       [0.74666124, 0.17262882, 0.14981358, ..., 0.06162647, 0.462453  ,\n",
       "        0.94873145],\n",
       "       ...,\n",
       "       [0.21474678, 0.60416556, 0.63095547, ..., 0.81648712, 0.3626262 ,\n",
       "        0.83673775],\n",
       "       [0.60234326, 0.12133838, 0.90178623, ..., 0.05333163, 0.89202358,\n",
       "        0.76202533],\n",
       "       [0.10804089, 0.91367279, 0.38442562, ..., 0.6915072 , 0.09413142,\n",
       "        0.1209971 ]])</pre></div></div></li><li class='xr-section-item'><input id='section-98cee85c-a913-487b-9a8a-bcee3cb5fff8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-98cee85c-a913-487b-9a8a-bcee3cb5fff8' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-60.0 -59.75 -59.5 ... 84.5 84.75</div><input id='attrs-82010e8d-15ce-4b6c-9252-14d19c226041' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-82010e8d-15ce-4b6c-9252-14d19c226041' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21671d59-661f-47c3-8d5f-daead34e235b' class='xr-var-data-in' type='checkbox'><label for='data-21671d59-661f-47c3-8d5f-daead34e235b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-60.  , -59.75, -59.5 , ...,  84.25,  84.5 ,  84.75])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-180.0 -179.8 ... 179.5 179.8</div><input id='attrs-0c091bf8-d7a0-4bfb-a60e-09f85d19511b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0c091bf8-d7a0-4bfb-a60e-09f85d19511b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa56cf32-c421-44dd-bded-b10900d76e71' class='xr-var-data-in' type='checkbox'><label for='data-fa56cf32-c421-44dd-bded-b10900d76e71' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-180.  , -179.75, -179.5 , ...,  179.25,  179.5 ,  179.75])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-add8f50e-ea7a-474c-86ae-796a7b00a56b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-add8f50e-ea7a-474c-86ae-796a7b00a56b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (lat: 580, lon: 1440)>\n",
       "array([[0.46790812, 0.70384265, 0.3217949 , ..., 0.99066462, 0.17896173,\n",
       "        0.75710259],\n",
       "       [0.56797323, 0.60090187, 0.63837513, ..., 0.86415796, 0.5610759 ,\n",
       "        0.17693797],\n",
       "       [0.74666124, 0.17262882, 0.14981358, ..., 0.06162647, 0.462453  ,\n",
       "        0.94873145],\n",
       "       ...,\n",
       "       [0.21474678, 0.60416556, 0.63095547, ..., 0.81648712, 0.3626262 ,\n",
       "        0.83673775],\n",
       "       [0.60234326, 0.12133838, 0.90178623, ..., 0.05333163, 0.89202358,\n",
       "        0.76202533],\n",
       "       [0.10804089, 0.91367279, 0.38442562, ..., 0.6915072 , 0.09413142,\n",
       "        0.1209971 ]])\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 -60.0 -59.75 -59.5 -59.25 ... 84.0 84.25 84.5 84.75\n",
       "  * lon      (lon) float64 -180.0 -179.8 -179.5 -179.2 ... 179.2 179.5 179.8"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "da = xr.DataArray(\n",
    "    random_array, \n",
    "    dims=('lat', 'lon'),\n",
    "    coords={'lat': lat, 'lon': lon}\n",
    ")\n",
    "da"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "838989de",
   "metadata": {},
   "outputs": [
    {
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       "\n",
       ".xr-attrs dt, dd {\n",
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       "}\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",
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       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
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       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
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       "  vertical-align: middle;\n",
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       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:       (lat: 580, lon: 1440)\n",
       "Coordinates:\n",
       "  * lat           (lat) float64 -60.0 -59.75 -59.5 -59.25 ... 84.25 84.5 84.75\n",
       "  * lon           (lon) float64 -180.0 -179.8 -179.5 ... 179.2 179.5 179.8\n",
       "Data variables:\n",
       "    random_array  (lat, lon) float64 0.4679 0.7038 0.3218 ... 0.09413 0.121</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-9b00b86a-1f46-4981-ab71-7597733df73c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9b00b86a-1f46-4981-ab71-7597733df73c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 580</li><li><span class='xr-has-index'>lon</span>: 1440</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6b083907-49d7-4aa7-bc17-190f3edb7d99' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6b083907-49d7-4aa7-bc17-190f3edb7d99' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-60.0 -59.75 -59.5 ... 84.5 84.75</div><input id='attrs-de57ea8d-3e36-4b73-89ab-6b1303b5af8c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de57ea8d-3e36-4b73-89ab-6b1303b5af8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3a28011-2276-4ad3-b46b-7e6744ac3267' class='xr-var-data-in' type='checkbox'><label for='data-c3a28011-2276-4ad3-b46b-7e6744ac3267' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-60.  , -59.75, -59.5 , ...,  84.25,  84.5 ,  84.75])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-180.0 -179.8 ... 179.5 179.8</div><input id='attrs-298f975c-bc74-4499-9ef1-e3870595a9b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-298f975c-bc74-4499-9ef1-e3870595a9b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bea20b21-cb1a-419d-810b-49b2dc71f5bd' class='xr-var-data-in' type='checkbox'><label for='data-bea20b21-cb1a-419d-810b-49b2dc71f5bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-180.  , -179.75, -179.5 , ...,  179.25,  179.5 ,  179.75])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2f79a4c4-012a-485d-8f44-d583dc88a2bf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2f79a4c4-012a-485d-8f44-d583dc88a2bf' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>random_array</span></div><div class='xr-var-dims'>(lat, lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.4679 0.7038 ... 0.09413 0.121</div><input id='attrs-5f61443c-9fd6-4f03-8114-3656de83d725' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5f61443c-9fd6-4f03-8114-3656de83d725' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cda97bdf-546c-48ea-8ba5-f82a11f002b9' class='xr-var-data-in' type='checkbox'><label for='data-cda97bdf-546c-48ea-8ba5-f82a11f002b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0.46790812, 0.70384265, 0.3217949 , ..., 0.99066462, 0.17896173,\n",
       "        0.75710259],\n",
       "       [0.56797323, 0.60090187, 0.63837513, ..., 0.86415796, 0.5610759 ,\n",
       "        0.17693797],\n",
       "       [0.74666124, 0.17262882, 0.14981358, ..., 0.06162647, 0.462453  ,\n",
       "        0.94873145],\n",
       "       ...,\n",
       "       [0.21474678, 0.60416556, 0.63095547, ..., 0.81648712, 0.3626262 ,\n",
       "        0.83673775],\n",
       "       [0.60234326, 0.12133838, 0.90178623, ..., 0.05333163, 0.89202358,\n",
       "        0.76202533],\n",
       "       [0.10804089, 0.91367279, 0.38442562, ..., 0.6915072 , 0.09413142,\n",
       "        0.1209971 ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-36c7abf7-6489-421e-a7d9-56019f570554' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-36c7abf7-6489-421e-a7d9-56019f570554' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:       (lat: 580, lon: 1440)\n",
       "Coordinates:\n",
       "  * lat           (lat) float64 -60.0 -59.75 -59.5 -59.25 ... 84.25 84.5 84.75\n",
       "  * lon           (lon) float64 -180.0 -179.8 -179.5 ... 179.2 179.5 179.8\n",
       "Data variables:\n",
       "    random_array  (lat, lon) float64 0.4679 0.7038 0.3218 ... 0.09413 0.121"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds = da.to_dataset(name='random_array')\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "05706eb9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds.random_array.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "11218d71",
   "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",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (lat: 89, lon: 180, time: 2007)\n",
       "Coordinates:\n",
       "  * lat      (lat) float32 88.0 86.0 84.0 82.0 80.0 ... -82.0 -84.0 -86.0 -88.0\n",
       "  * lon      (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 350.0 352.0 354.0 356.0 358.0\n",
       "  * time     (time) datetime64[ns] 1854-01-01 1854-02-01 ... 2021-03-01\n",
       "Data variables:\n",
       "    sst      (time, lat, lon) float32 ...\n",
       "Attributes:\n",
       "    climatology:                     Climatology is based on 1971-2000 SST, X...\n",
       "    description:                     In situ data: ICOADS2.5 before 2007 and ...\n",
       "    keywords_vocabulary:             NASA Global Change Master Directory (GCM...\n",
       "    keywords:                        Earth Science &gt; Oceans &gt; Ocean Temperatu...\n",
       "    instrument:                      Conventional thermometers\n",
       "    source_comment:                  SSTs were observed by conventional therm...\n",
       "    geospatial_lon_min:              -1.0\n",
       "    geospatial_lon_max:              359.0\n",
       "    geospatial_laty_max:             89.0\n",
       "    geospatial_laty_min:             -89.0\n",
       "    geospatial_lat_max:              89.0\n",
       "    geospatial_lat_min:              -89.0\n",
       "    geospatial_lat_units:            degrees_north\n",
       "    geospatial_lon_units:            degrees_east\n",
       "    cdm_data_type:                   Grid\n",
       "    project:                         NOAA Extended Reconstructed Sea Surface ...\n",
       "    original_publisher_url:          http://www.ncdc.noaa.gov\n",
       "    References:                      https://www.ncdc.noaa.gov/data-access/ma...\n",
       "    source:                          In situ data: ICOADS R3.0 before 2015, N...\n",
       "    title:                           NOAA ERSSTv5 (in situ only)\n",
       "    history:                         created 07/2017 by PSD data using NCEI&#x27;s...\n",
       "    institution:                     This version written at NOAA/ESRL PSD: o...\n",
       "    citation:                        Huang et al, 2017: Extended Reconstructe...\n",
       "    platform:                        Ship and Buoy SSTs from ICOADS R3.0 and ...\n",
       "    standard_name_vocabulary:        CF Standard Name Table (v40, 25 January ...\n",
       "    processing_level:                NOAA Level 4\n",
       "    Conventions:                     CF-1.6, ACDD-1.3\n",
       "    metadata_link:                   :metadata_link = https://doi.org/10.7289...\n",
       "    creator_name:                    Boyin Huang (original)\n",
       "    date_created:                    2017-06-30T12:18:00Z (original)\n",
       "    product_version:                 Version 5\n",
       "    creator_url_original:            https://www.ncei.noaa.gov\n",
       "    license:                         No constraints on data access or use\n",
       "    comment:                         SSTs were observed by conventional therm...\n",
       "    summary:                         ERSST.v5 is developed based on v4 after ...\n",
       "    dataset_title:                   NOAA Extended Reconstructed SST V5\n",
       "    data_modified:                   2021-04-07\n",
       "    DODS_EXTRA.Unlimited_Dimension:  time</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-b3043774-ef40-4eb4-ab2a-5b5928b104e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b3043774-ef40-4eb4-ab2a-5b5928b104e3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 89</li><li><span class='xr-has-index'>lon</span>: 180</li><li><span class='xr-has-index'>time</span>: 2007</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-967f7539-66f8-4a9c-a093-95b910386340' class='xr-section-summary-in' type='checkbox'  checked><label for='section-967f7539-66f8-4a9c-a093-95b910386340' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>88.0 86.0 84.0 ... -86.0 -88.0</div><input id='attrs-d0c9a9c3-e579-45e6-a4d6-6d6699c38ee0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d0c9a9c3-e579-45e6-a4d6-6d6699c38ee0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-afb5abfc-cd39-4498-a444-d93b433143f8' class='xr-var-data-in' type='checkbox'><label for='data-afb5abfc-cd39-4498-a444-d93b433143f8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>Latitude</dd><dt><span>actual_range :</span></dt><dd>[ 88. -88.]</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([ 88.,  86.,  84.,  82.,  80.,  78.,  76.,  74.,  72.,  70.,  68.,  66.,\n",
       "        64.,  62.,  60.,  58.,  56.,  54.,  52.,  50.,  48.,  46.,  44.,  42.,\n",
       "        40.,  38.,  36.,  34.,  32.,  30.,  28.,  26.,  24.,  22.,  20.,  18.,\n",
       "        16.,  14.,  12.,  10.,   8.,   6.,   4.,   2.,   0.,  -2.,  -4.,  -6.,\n",
       "        -8., -10., -12., -14., -16., -18., -20., -22., -24., -26., -28., -30.,\n",
       "       -32., -34., -36., -38., -40., -42., -44., -46., -48., -50., -52., -54.,\n",
       "       -56., -58., -60., -62., -64., -66., -68., -70., -72., -74., -76., -78.,\n",
       "       -80., -82., -84., -86., -88.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 2.0 4.0 ... 354.0 356.0 358.0</div><input id='attrs-96f732c1-811b-4fdc-8925-ee01f6013a39' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96f732c1-811b-4fdc-8925-ee01f6013a39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-69aaa35b-6152-43f0-a048-e4ccf2942dc7' class='xr-var-data-in' type='checkbox'><label for='data-69aaa35b-6152-43f0-a048-e4ccf2942dc7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>Longitude</dd><dt><span>actual_range :</span></dt><dd>[  0. 358.]</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   2.,   4.,   6.,   8.,  10.,  12.,  14.,  16.,  18.,  20.,  22.,\n",
       "        24.,  26.,  28.,  30.,  32.,  34.,  36.,  38.,  40.,  42.,  44.,  46.,\n",
       "        48.,  50.,  52.,  54.,  56.,  58.,  60.,  62.,  64.,  66.,  68.,  70.,\n",
       "        72.,  74.,  76.,  78.,  80.,  82.,  84.,  86.,  88.,  90.,  92.,  94.,\n",
       "        96.,  98., 100., 102., 104., 106., 108., 110., 112., 114., 116., 118.,\n",
       "       120., 122., 124., 126., 128., 130., 132., 134., 136., 138., 140., 142.,\n",
       "       144., 146., 148., 150., 152., 154., 156., 158., 160., 162., 164., 166.,\n",
       "       168., 170., 172., 174., 176., 178., 180., 182., 184., 186., 188., 190.,\n",
       "       192., 194., 196., 198., 200., 202., 204., 206., 208., 210., 212., 214.,\n",
       "       216., 218., 220., 222., 224., 226., 228., 230., 232., 234., 236., 238.,\n",
       "       240., 242., 244., 246., 248., 250., 252., 254., 256., 258., 260., 262.,\n",
       "       264., 266., 268., 270., 272., 274., 276., 278., 280., 282., 284., 286.,\n",
       "       288., 290., 292., 294., 296., 298., 300., 302., 304., 306., 308., 310.,\n",
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       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>1854-01-01 ... 2021-03-01</div><input id='attrs-da8f2a06-9a47-44a1-b44f-639c28bbf94c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-da8f2a06-9a47-44a1-b44f-639c28bbf94c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44332054-b73b-410f-be14-91e003447eec' class='xr-var-data-in' type='checkbox'><label for='data-44332054-b73b-410f-be14-91e003447eec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>delta_t :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>avg_period :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>prev_avg_period :</span></dt><dd>0000-00-07 00:00:00</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>actual_range :</span></dt><dd>[19723. 80778.]</dd><dt><span>_ChunkSizes :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;1854-01-01T00:00:00.000000000&#x27;, &#x27;1854-02-01T00:00:00.000000000&#x27;,\n",
       "       &#x27;1854-03-01T00:00:00.000000000&#x27;, ..., &#x27;2021-01-01T00:00:00.000000000&#x27;,\n",
       "       &#x27;2021-02-01T00:00:00.000000000&#x27;, &#x27;2021-03-01T00:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-86fbc3ef-be9c-4101-8c6c-0af89a32ead3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-86fbc3ef-be9c-4101-8c6c-0af89a32ead3' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>sst</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-08a00cf0-4650-4ada-9c58-6bbda40a9a23' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08a00cf0-4650-4ada-9c58-6bbda40a9a23' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9864d8db-e28a-46bd-8e5b-e400ffe20272' class='xr-var-data-in' type='checkbox'><label for='data-9864d8db-e28a-46bd-8e5b-e400ffe20272' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Monthly Means of Sea Surface Temperature</dd><dt><span>units :</span></dt><dd>degC</dd><dt><span>var_desc :</span></dt><dd>Sea Surface Temperature</dd><dt><span>level_desc :</span></dt><dd>Surface</dd><dt><span>statistic :</span></dt><dd>Mean</dd><dt><span>dataset :</span></dt><dd>NOAA Extended Reconstructed SST V5</dd><dt><span>parent_stat :</span></dt><dd>Individual Values</dd><dt><span>actual_range :</span></dt><dd>[-1.8     42.32636]</dd><dt><span>valid_range :</span></dt><dd>[-1.8 45. ]</dd><dt><span>_ChunkSizes :</span></dt><dd>[  1  89 180]</dd></dl></div><div class='xr-var-data'><pre>[32152140 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-affd8821-03c4-4fcd-83c0-4a2ab88bf10c' class='xr-section-summary-in' type='checkbox'  ><label for='section-affd8821-03c4-4fcd-83c0-4a2ab88bf10c' class='xr-section-summary' >Attributes: <span>(38)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>climatology :</span></dt><dd>Climatology is based on 1971-2000 SST, Xue, Y., T. M. Smith, and R. W. Reynolds, 2003: Interdecadal changes of 30-yr SST normals during 1871.2000. Journal of Climate, 16, 1601-1612.</dd><dt><span>description :</span></dt><dd>In situ data: ICOADS2.5 before 2007 and NCEP in situ data from 2008 to present. Ice data: HadISST ice before 2010 and NCEP ice after 2010.</dd><dt><span>keywords_vocabulary :</span></dt><dd>NASA Global Change Master Directory (GCMD) Science Keywords</dd><dt><span>keywords :</span></dt><dd>Earth Science &gt; Oceans &gt; Ocean Temperature &gt; Sea Surface Temperature &gt;</dd><dt><span>instrument :</span></dt><dd>Conventional thermometers</dd><dt><span>source_comment :</span></dt><dd>SSTs were observed by conventional thermometers in Buckets (insulated or un-insulated canvas and wooded buckets) or Engine Room Intaker</dd><dt><span>geospatial_lon_min :</span></dt><dd>-1.0</dd><dt><span>geospatial_lon_max :</span></dt><dd>359.0</dd><dt><span>geospatial_laty_max :</span></dt><dd>89.0</dd><dt><span>geospatial_laty_min :</span></dt><dd>-89.0</dd><dt><span>geospatial_lat_max :</span></dt><dd>89.0</dd><dt><span>geospatial_lat_min :</span></dt><dd>-89.0</dd><dt><span>geospatial_lat_units :</span></dt><dd>degrees_north</dd><dt><span>geospatial_lon_units :</span></dt><dd>degrees_east</dd><dt><span>cdm_data_type :</span></dt><dd>Grid</dd><dt><span>project :</span></dt><dd>NOAA Extended Reconstructed Sea Surface Temperature (ERSST)</dd><dt><span>original_publisher_url :</span></dt><dd>http://www.ncdc.noaa.gov</dd><dt><span>References :</span></dt><dd>https://www.ncdc.noaa.gov/data-access/marineocean-data/extended-reconstructed-sea-surface-temperature-ersst-v5 at NCEI and http://www.esrl.noaa.gov/psd/data/gridded/data.noaa.ersst.v5.html</dd><dt><span>source :</span></dt><dd>In situ data: ICOADS R3.0 before 2015, NCEP in situ GTS from 2016 to present, and Argo SST from 1999 to present. Ice data: HadISST2 ice before 2015, and NCEP ice after 2015</dd><dt><span>title :</span></dt><dd>NOAA ERSSTv5 (in situ only)</dd><dt><span>history :</span></dt><dd>created 07/2017 by PSD data using NCEI&#x27;s ERSST V5 NetCDF values</dd><dt><span>institution :</span></dt><dd>This version written at NOAA/ESRL PSD: obtained from NOAA/NESDIS/National Centers for Environmental Information and time aggregated. Original Full Source: NOAA/NESDIS/NCEI/CCOG</dd><dt><span>citation :</span></dt><dd>Huang et al, 2017: Extended Reconstructed Sea Surface Temperatures Version 5 (ERSSTv5): Upgrades, Validations, and Intercomparisons. Journal of Climate, https://doi.org/10.1175/JCLI-D-16-0836.1</dd><dt><span>platform :</span></dt><dd>Ship and Buoy SSTs from ICOADS R3.0 and NCEP GTS</dd><dt><span>standard_name_vocabulary :</span></dt><dd>CF Standard Name Table (v40, 25 January 2017)</dd><dt><span>processing_level :</span></dt><dd>NOAA Level 4</dd><dt><span>Conventions :</span></dt><dd>CF-1.6, ACDD-1.3</dd><dt><span>metadata_link :</span></dt><dd>:metadata_link = https://doi.org/10.7289/V5T72FNM (original format)</dd><dt><span>creator_name :</span></dt><dd>Boyin Huang (original)</dd><dt><span>date_created :</span></dt><dd>2017-06-30T12:18:00Z (original)</dd><dt><span>product_version :</span></dt><dd>Version 5</dd><dt><span>creator_url_original :</span></dt><dd>https://www.ncei.noaa.gov</dd><dt><span>license :</span></dt><dd>No constraints on data access or use</dd><dt><span>comment :</span></dt><dd>SSTs were observed by conventional thermometers in Buckets (insulated or un-insulated canvas and wooded buckets), Engine Room Intakers, or floats and drifters</dd><dt><span>summary :</span></dt><dd>ERSST.v5 is developed based on v4 after revisions of 8 parameters using updated data sets and advanced knowledge of ERSST analysis</dd><dt><span>dataset_title :</span></dt><dd>NOAA Extended Reconstructed SST V5</dd><dt><span>data_modified :</span></dt><dd>2021-04-07</dd><dt><span>DODS_EXTRA.Unlimited_Dimension :</span></dt><dd>time</dd></dl></div></li></ul></div></div>"
      ],
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       "<xarray.Dataset>\n",
       "Dimensions:  (lat: 89, lon: 180, time: 2007)\n",
       "Coordinates:\n",
       "  * lat      (lat) float32 88.0 86.0 84.0 82.0 80.0 ... -82.0 -84.0 -86.0 -88.0\n",
       "  * lon      (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 350.0 352.0 354.0 356.0 358.0\n",
       "  * time     (time) datetime64[ns] 1854-01-01 1854-02-01 ... 2021-03-01\n",
       "Data variables:\n",
       "    sst      (time, lat, lon) float32 ...\n",
       "Attributes:\n",
       "    climatology:                     Climatology is based on 1971-2000 SST, X...\n",
       "    description:                     In situ data: ICOADS2.5 before 2007 and ...\n",
       "    keywords_vocabulary:             NASA Global Change Master Directory (GCM...\n",
       "    keywords:                        Earth Science > Oceans > Ocean Temperatu...\n",
       "    instrument:                      Conventional thermometers\n",
       "    source_comment:                  SSTs were observed by conventional therm...\n",
       "    geospatial_lon_min:              -1.0\n",
       "    geospatial_lon_max:              359.0\n",
       "    geospatial_laty_max:             89.0\n",
       "    geospatial_laty_min:             -89.0\n",
       "    geospatial_lat_max:              89.0\n",
       "    geospatial_lat_min:              -89.0\n",
       "    geospatial_lat_units:            degrees_north\n",
       "    geospatial_lon_units:            degrees_east\n",
       "    cdm_data_type:                   Grid\n",
       "    project:                         NOAA Extended Reconstructed Sea Surface ...\n",
       "    original_publisher_url:          http://www.ncdc.noaa.gov\n",
       "    References:                      https://www.ncdc.noaa.gov/data-access/ma...\n",
       "    source:                          In situ data: ICOADS R3.0 before 2015, N...\n",
       "    title:                           NOAA ERSSTv5 (in situ only)\n",
       "    history:                         created 07/2017 by PSD data using NCEI's...\n",
       "    institution:                     This version written at NOAA/ESRL PSD: o...\n",
       "    citation:                        Huang et al, 2017: Extended Reconstructe...\n",
       "    platform:                        Ship and Buoy SSTs from ICOADS R3.0 and ...\n",
       "    standard_name_vocabulary:        CF Standard Name Table (v40, 25 January ...\n",
       "    processing_level:                NOAA Level 4\n",
       "    Conventions:                     CF-1.6, ACDD-1.3\n",
       "    metadata_link:                   :metadata_link = https://doi.org/10.7289...\n",
       "    creator_name:                    Boyin Huang (original)\n",
       "    date_created:                    2017-06-30T12:18:00Z (original)\n",
       "    product_version:                 Version 5\n",
       "    creator_url_original:            https://www.ncei.noaa.gov\n",
       "    license:                         No constraints on data access or use\n",
       "    comment:                         SSTs were observed by conventional therm...\n",
       "    summary:                         ERSST.v5 is developed based on v4 after ...\n",
       "    dataset_title:                   NOAA Extended Reconstructed SST V5\n",
       "    data_modified:                   2021-04-07\n",
       "    DODS_EXTRA.Unlimited_Dimension:  time"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = 'http://www.esrl.noaa.gov/psd/thredds/dodsC/Datasets/noaa.ersst.v5/sst.mnmean.nc'\n",
    "ds = xr.open_dataset(url, drop_variables=['time_bnds'])\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "217aa8b3",
   "metadata": {},
   "outputs": [
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       "\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, 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.DataArray &#x27;sst&#x27; (time: 2007, lat: 89, lon: 180)&gt;\n",
       "[32152140 values with dtype=float32]\n",
       "Coordinates:\n",
       "  * lat      (lat) float32 88.0 86.0 84.0 82.0 80.0 ... -82.0 -84.0 -86.0 -88.0\n",
       "  * lon      (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 350.0 352.0 354.0 356.0 358.0\n",
       "  * time     (time) datetime64[ns] 1854-01-01 1854-02-01 ... 2021-03-01\n",
       "Attributes:\n",
       "    long_name:     Monthly Means of Sea Surface Temperature\n",
       "    units:         degC\n",
       "    var_desc:      Sea Surface Temperature\n",
       "    level_desc:    Surface\n",
       "    statistic:     Mean\n",
       "    dataset:       NOAA Extended Reconstructed SST V5\n",
       "    parent_stat:   Individual Values\n",
       "    actual_range:  [-1.8     42.32636]\n",
       "    valid_range:   [-1.8 45. ]\n",
       "    _ChunkSizes:   [  1  89 180]</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'sst'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 2007</li><li><span class='xr-has-index'>lat</span>: 89</li><li><span class='xr-has-index'>lon</span>: 180</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-fe047b80-1281-414f-998a-bbf658fdd01f' class='xr-array-in' type='checkbox' checked><label for='section-fe047b80-1281-414f-998a-bbf658fdd01f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[32152140 values with dtype=float32]</pre></div></div></li><li class='xr-section-item'><input id='section-c3daf3ea-2542-4c85-9462-eb286c17c36f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c3daf3ea-2542-4c85-9462-eb286c17c36f' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>88.0 86.0 84.0 ... -86.0 -88.0</div><input id='attrs-f69d021d-fb30-44bd-9709-401a45aeca46' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f69d021d-fb30-44bd-9709-401a45aeca46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4beceba5-abe1-4f84-a85a-4aaeb2e29171' class='xr-var-data-in' type='checkbox'><label for='data-4beceba5-abe1-4f84-a85a-4aaeb2e29171' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>Latitude</dd><dt><span>actual_range :</span></dt><dd>[ 88. -88.]</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([ 88.,  86.,  84.,  82.,  80.,  78.,  76.,  74.,  72.,  70.,  68.,  66.,\n",
       "        64.,  62.,  60.,  58.,  56.,  54.,  52.,  50.,  48.,  46.,  44.,  42.,\n",
       "        40.,  38.,  36.,  34.,  32.,  30.,  28.,  26.,  24.,  22.,  20.,  18.,\n",
       "        16.,  14.,  12.,  10.,   8.,   6.,   4.,   2.,   0.,  -2.,  -4.,  -6.,\n",
       "        -8., -10., -12., -14., -16., -18., -20., -22., -24., -26., -28., -30.,\n",
       "       -32., -34., -36., -38., -40., -42., -44., -46., -48., -50., -52., -54.,\n",
       "       -56., -58., -60., -62., -64., -66., -68., -70., -72., -74., -76., -78.,\n",
       "       -80., -82., -84., -86., -88.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 2.0 4.0 ... 354.0 356.0 358.0</div><input id='attrs-a13292dd-4101-4c12-bb17-7bd02d4d9ba4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a13292dd-4101-4c12-bb17-7bd02d4d9ba4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f40307c-441e-4d77-8dce-f211e20c45da' class='xr-var-data-in' type='checkbox'><label for='data-8f40307c-441e-4d77-8dce-f211e20c45da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>Longitude</dd><dt><span>actual_range :</span></dt><dd>[  0. 358.]</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   2.,   4.,   6.,   8.,  10.,  12.,  14.,  16.,  18.,  20.,  22.,\n",
       "        24.,  26.,  28.,  30.,  32.,  34.,  36.,  38.,  40.,  42.,  44.,  46.,\n",
       "        48.,  50.,  52.,  54.,  56.,  58.,  60.,  62.,  64.,  66.,  68.,  70.,\n",
       "        72.,  74.,  76.,  78.,  80.,  82.,  84.,  86.,  88.,  90.,  92.,  94.,\n",
       "        96.,  98., 100., 102., 104., 106., 108., 110., 112., 114., 116., 118.,\n",
       "       120., 122., 124., 126., 128., 130., 132., 134., 136., 138., 140., 142.,\n",
       "       144., 146., 148., 150., 152., 154., 156., 158., 160., 162., 164., 166.,\n",
       "       168., 170., 172., 174., 176., 178., 180., 182., 184., 186., 188., 190.,\n",
       "       192., 194., 196., 198., 200., 202., 204., 206., 208., 210., 212., 214.,\n",
       "       216., 218., 220., 222., 224., 226., 228., 230., 232., 234., 236., 238.,\n",
       "       240., 242., 244., 246., 248., 250., 252., 254., 256., 258., 260., 262.,\n",
       "       264., 266., 268., 270., 272., 274., 276., 278., 280., 282., 284., 286.,\n",
       "       288., 290., 292., 294., 296., 298., 300., 302., 304., 306., 308., 310.,\n",
       "       312., 314., 316., 318., 320., 322., 324., 326., 328., 330., 332., 334.,\n",
       "       336., 338., 340., 342., 344., 346., 348., 350., 352., 354., 356., 358.],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>1854-01-01 ... 2021-03-01</div><input id='attrs-b801e298-9c12-4d87-b6b5-fc9eea18e33d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b801e298-9c12-4d87-b6b5-fc9eea18e33d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bf389437-6e12-4fd6-a4ca-74a11dc598b3' class='xr-var-data-in' type='checkbox'><label for='data-bf389437-6e12-4fd6-a4ca-74a11dc598b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>delta_t :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>avg_period :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>prev_avg_period :</span></dt><dd>0000-00-07 00:00:00</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>actual_range :</span></dt><dd>[19723. 80778.]</dd><dt><span>_ChunkSizes :</span></dt><dd>1</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;1854-01-01T00:00:00.000000000&#x27;, &#x27;1854-02-01T00:00:00.000000000&#x27;,\n",
       "       &#x27;1854-03-01T00:00:00.000000000&#x27;, ..., &#x27;2021-01-01T00:00:00.000000000&#x27;,\n",
       "       &#x27;2021-02-01T00:00:00.000000000&#x27;, &#x27;2021-03-01T00:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-409561b9-8b36-48d4-8ad1-473a9466fecb' class='xr-section-summary-in' type='checkbox'  ><label for='section-409561b9-8b36-48d4-8ad1-473a9466fecb' class='xr-section-summary' >Attributes: <span>(10)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Monthly Means of Sea Surface Temperature</dd><dt><span>units :</span></dt><dd>degC</dd><dt><span>var_desc :</span></dt><dd>Sea Surface Temperature</dd><dt><span>level_desc :</span></dt><dd>Surface</dd><dt><span>statistic :</span></dt><dd>Mean</dd><dt><span>dataset :</span></dt><dd>NOAA Extended Reconstructed SST V5</dd><dt><span>parent_stat :</span></dt><dd>Individual Values</dd><dt><span>actual_range :</span></dt><dd>[-1.8     42.32636]</dd><dt><span>valid_range :</span></dt><dd>[-1.8 45. ]</dd><dt><span>_ChunkSizes :</span></dt><dd>[  1  89 180]</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'sst' (time: 2007, lat: 89, lon: 180)>\n",
       "[32152140 values with dtype=float32]\n",
       "Coordinates:\n",
       "  * lat      (lat) float32 88.0 86.0 84.0 82.0 80.0 ... -82.0 -84.0 -86.0 -88.0\n",
       "  * lon      (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 350.0 352.0 354.0 356.0 358.0\n",
       "  * time     (time) datetime64[ns] 1854-01-01 1854-02-01 ... 2021-03-01\n",
       "Attributes:\n",
       "    long_name:     Monthly Means of Sea Surface Temperature\n",
       "    units:         degC\n",
       "    var_desc:      Sea Surface Temperature\n",
       "    level_desc:    Surface\n",
       "    statistic:     Mean\n",
       "    dataset:       NOAA Extended Reconstructed SST V5\n",
       "    parent_stat:   Individual Values\n",
       "    actual_range:  [-1.8     42.32636]\n",
       "    valid_range:   [-1.8 45. ]\n",
       "    _ChunkSizes:   [  1  89 180]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sst = ds['sst']\n",
    "sst"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7fa7c766",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sst.sel(time='2020-01-01').plot(vmin=-2, vmax=30);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "518c4167",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sst.sel(lon=180, lat=0).plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "647e821a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "d76a38ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(10, 5))\n",
    "\n",
    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
    "ax.coastlines()\n",
    "ax.gridlines()\n",
    "\n",
    "sst.sel(\n",
    "    time='2020-01-01'\n",
    ").plot(\n",
    "    ax=ax, \n",
    "    transform=ccrs.PlateCarree(), \n",
    "    vmin=2, \n",
    "    vmax=30, \n",
    "    cbar_kwargs={'shrink': 0.8}\n",
    ")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "5f863f04",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xesmf as xe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "74b6881f",
   "metadata": {},
   "outputs": [],
   "source": [
    "global_grid = xr.Dataset(\n",
    "    {'lat': (['lat'], np.arange(-60, 85, 0.25)), \n",
    "     'lon': (['lon'], np.arange(-180, 180, 0.25)),}\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "35362923",
   "metadata": {},
   "outputs": [],
   "source": [
    "sst_2021 = sst.isel(time=-1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "d19c9617",
   "metadata": {},
   "outputs": [],
   "source": [
    "regridder = xe.Regridder(\n",
    "    sst_2021, \n",
    "    global_grid, \n",
    "    'bilinear', \n",
    "    periodic=True # needed for global grids, otherwise miss the meridian line\n",
    ")\n",
    "# for multiple files to the same grid, add: reuse_weights=True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "af79cee7",
   "metadata": {},
   "outputs": [],
   "source": [
    "sst_2021_regridded = regridder(sst_2021)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "264b7445",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sst_2021_regridded.plot();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2166e2a8",
   "metadata": {},
   "source": [
    "For more information, see the [documentation](http://xarray.pydata.org/en/stable/)."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pangeo",
   "language": "python",
   "name": "pangeo"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}