{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "27b6be13-d0a5-41e1-9479-f1028b01610f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## Interpolating octahedral GRIB data"
   ]
  },
  {
   "cell_type": "raw",
   "id": "1f8af122-f127-437b-bf14-e867acdce44d",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "This example shows how to interpolate GRIB data defined on an octahedral reduced Gaussian grid. We will also see how to inspect and plot the resulting data and how to convert it to Xarray.\n",
    "\n",
    "To make this notebook work :xref:`earthkit-data` (version >= 0.6.0) and :xref:`earthkit-plots` have to be installed. The data will be represented as an `earthkit-data GRIB FieldList <https://earthkit-data.readthedocs.io/en/latest/guide/data_format/grib.html>`_."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "630902ad-c821-47b4-9140-f04cc9a53976",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Interpolation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c1cff92-971e-4494-b847-b2df7e7ee53c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7232a93dcbb04b13b5e9bd79871e2924",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "O32_multi.grib2:   0%|          | 0.00/31.4k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "((37, 72), (37, 72), (2, 37, 72))"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "from earthkit.regrid import interpolate\n",
    "from earthkit.data import from_source\n",
    "\n",
    "# Get octahedral reduced Gaussian GRIB data containing two fields.\n",
    "ds = from_source(\n",
    "    \"url\", \n",
    "    \"https://sites.ecmwf.int/repository/earthkit-regrid/examples/O32_multi.grib2\")\n",
    "\n",
    "# the target grid is a global 5x5 degree regular latitude-longitude grid\n",
    "out_grid = {\"grid\": [5,5]}\n",
    "\n",
    "# perform interpolation for each field and add results \n",
    "# to a new fieldlist stored in memory\n",
    "r = interpolate(ds, out_grid=out_grid, method=\"linear\")\n",
    "\n",
    "d = r.data()\n",
    "lat = d[0]\n",
    "lon = d[1]\n",
    "vals = d[2:]\n",
    "lat.shape, lon.shape, vals.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f2ce1d60-0d06-40ba-9c45-e716467972c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([90., 85., 80.]),\n",
       " array([0., 0., 0.]),\n",
       " array([251.78068542, 250.66488784, 248.92256676]))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lat[:3, 0], lon[:3, 0], vals[0, :3, 0]"
   ]
  },
  {
   "cell_type": "raw",
   "id": "916918ad-c592-4dee-9d44-90095a83a9d5",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "Please note that the interpolation only works between a predefined set of global grids. See the :ref:`matrix_inventory` for details."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42eadd3a-1d4a-46c4-a34a-9fbf8ba15f88",
   "metadata": {},
   "source": [
    "#### Plotting the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "91b54b7a-a8dc-4699-b60b-8923231f451a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<earthkit.plots.components.figures.Figure at 0x12321cec0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.plots as ekp\n",
    "\n",
    "ekp.quickplot(r)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d465f73-7848-49b5-adc3-697a68760520",
   "metadata": {},
   "source": [
    "#### Converting the results to Xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "44543f10-44df-4e35-b5a3-33a7a4240b13",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  --xr-disabled-color: var(\n",
       "    --jp-layout-color3,\n",
       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
       "  );\n",
       "  --xr-background-color: var(\n",
       "    --jp-layout-color0,\n",
       "    var(--pst-color-on-background, white)\n",
       "  );\n",
       "  --xr-background-color-row-even: var(\n",
       "    --jp-layout-color1,\n",
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       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
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       "html[data-theme=\"dark\"],\n",
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       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
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       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
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       "    --jp-border-color2,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
       "  );\n",
       "  --xr-disabled-color: var(\n",
       "    --jp-layout-color3,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
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       "  --xr-background-color: var(\n",
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       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
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       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
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       ".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",
       "}\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-top: 4px;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-group-box {\n",
       "  display: inline-grid;\n",
       "  grid-template-columns: 0px 20px auto;\n",
       "  width: 100%;\n",
       "}\n",
       "\n",
       ".xr-group-box-vline {\n",
       "  grid-column-start: 1;\n",
       "  border-right: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "  width: 0px;\n",
       "}\n",
       "\n",
       ".xr-group-box-hline {\n",
       "  grid-column-start: 2;\n",
       "  grid-row-start: 1;\n",
       "  height: 1em;\n",
       "  width: 20px;\n",
       "  border-bottom: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-group-box-contents {\n",
       "  grid-column-start: 3;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: \"(\";\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  border-color: var(--xr-background-color-row-odd);\n",
       "  margin-bottom: 0;\n",
       "  padding-top: 2px;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 44kB\n",
       "Dimensions:    (step: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step       (step) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude   (latitude) float64 296B 90.0 85.0 80.0 75.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude  (longitude) float64 576B 0.0 5.0 10.0 15.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t         (step, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0706273d-c0e4-4b2b-800e-624cfea9417a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0706273d-c0e4-4b2b-800e-624cfea9417a' 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'>step</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 37</li><li><span class='xr-has-index'>longitude</span>: 72</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-88ff0d18-5bef-4a85-9b8e-e4c3f4b3e78f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-88ff0d18-5bef-4a85-9b8e-e4c3f4b3e78f' 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'>step</span></div><div class='xr-var-dims'>(step)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>00:00:00 12:00:00</div><input id='attrs-bd322fb3-b3a0-4fd7-a89f-f82752e299f4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd322fb3-b3a0-4fd7-a89f-f82752e299f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-619f828b-7a22-4d87-862a-9073d11e7a13' class='xr-var-data-in' type='checkbox'><label for='data-619f828b-7a22-4d87-862a-9073d11e7a13' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>forecast_period</dd><dt><span>long_name :</span></dt><dd>time since forecast_reference_time</dd></dl></div><div class='xr-var-data'><pre>array([             0, 43200000000000], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>90.0 85.0 80.0 ... -85.0 -90.0</div><input id='attrs-a6d91700-d455-4ab2-886a-5b2cc4fbdb39' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a6d91700-d455-4ab2-886a-5b2cc4fbdb39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91676471-6166-47ad-944c-cd3a010a2b49' class='xr-var-data-in' type='checkbox'><label for='data-91676471-6166-47ad-944c-cd3a010a2b49' title='Show/Hide data 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>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 90.,  85.,  80.,  75.,  70.,  65.,  60.,  55.,  50.,  45.,  40.,  35.,\n",
       "        30.,  25.,  20.,  15.,  10.,   5.,   0.,  -5., -10., -15., -20., -25.,\n",
       "       -30., -35., -40., -45., -50., -55., -60., -65., -70., -75., -80., -85.,\n",
       "       -90.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 5.0 10.0 ... 345.0 350.0 355.0</div><input id='attrs-13a56926-37b1-4c18-92a7-efd5c350774f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13a56926-37b1-4c18-92a7-efd5c350774f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f766abb6-7f30-407d-a8fb-893646587ffe' class='xr-var-data-in' type='checkbox'><label for='data-f766abb6-7f30-407d-a8fb-893646587ffe' title='Show/Hide data 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>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   5.,  10.,  15.,  20.,  25.,  30.,  35.,  40.,  45.,  50.,  55.,\n",
       "        60.,  65.,  70.,  75.,  80.,  85.,  90.,  95., 100., 105., 110., 115.,\n",
       "       120., 125., 130., 135., 140., 145., 150., 155., 160., 165., 170., 175.,\n",
       "       180., 185., 190., 195., 200., 205., 210., 215., 220., 225., 230., 235.,\n",
       "       240., 245., 250., 255., 260., 265., 270., 275., 280., 285., 290., 295.,\n",
       "       300., 305., 310., 315., 320., 325., 330., 335., 340., 345., 350., 355.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1f59f59a-afb5-450a-b626-6817ebed1cee' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1f59f59a-afb5-450a-b626-6817ebed1cee' 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>2t</span></div><div class='xr-var-dims'>(step, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-76015bc3-75b5-42fc-b32f-a8310e73feb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-76015bc3-75b5-42fc-b32f-a8310e73feb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad41faa2-5723-4f8f-8168-55d5e741901d' class='xr-var-data-in' type='checkbox'><label for='data-ad41faa2-5723-4f8f-8168-55d5e741901d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>long_name :</span></dt><dd>2 metre temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\xff\\xff\\x00\\x02\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xc4\\x00\\x00\\x00\\x15\\x01\\x00b\\x00\\x00 \\x00\\x01\\x07\\xe8\\x03\\x17\\x0c\\x00\\x00\\x00\\x01\\x00\\x00\\x00\\x11\\x02\\x00\\x01\\x00\\x01\\x00\\t\\x04\\x010001\\x00\\x00\\x00H\\x03\\x00\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00H\\x00\\x00\\x00%\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\x05]J\\x80\\x00\\x00\\x00\\x000\\x85]J\\x80\\x15(\\xde\\xc0\\x00LK@\\x00LK@\\x00\\x00\\x00\\x00&quot;\\x04\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xff\\x9a\\xff\\xff\\xff\\x01\\x00\\x00\\x00\\x00g\\x00\\x00\\x00\\x00\\x02\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00\\x15\\x05\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x06\\x06\\xff\\x00\\x00\\x00\\x05\\x077777&#x27;, &#x27;bitsPerValue&#x27;: 24}</dd></dl></div><div class='xr-var-data'><pre>[5328 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-18d7112e-0595-4b9c-8b91-f7ef5a94ed2b' class='xr-section-summary-in' type='checkbox'  ><label for='section-18d7112e-0595-4b9c-8b91-f7ef5a94ed2b' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>param :</span></dt><dd>2t</dd><dt><span>paramId :</span></dt><dd>167</dd><dt><span>class :</span></dt><dd>od</dd><dt><span>stream :</span></dt><dd>oper</dd><dt><span>levtype :</span></dt><dd>sfc</dd><dt><span>type :</span></dt><dd>fc</dd><dt><span>expver :</span></dt><dd>0001</dd><dt><span>date :</span></dt><dd>20240323</dd><dt><span>time :</span></dt><dd>1200</dd><dt><span>domain :</span></dt><dd>g</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>institution :</span></dt><dd>ECMWF</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 44kB\n",
       "Dimensions:    (step: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step       (step) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude   (latitude) float64 296B 90.0 85.0 80.0 75.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude  (longitude) float64 576B 0.0 5.0 10.0 15.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t         (step, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.to_xarray()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97c2e3e3-6deb-4df0-a498-168643b1e70e",
   "metadata": {},
   "source": [
    "#### Writing the results to disk"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed089b30-03f7-430a-9f41-17520d5206cd",
   "metadata": {},
   "source": [
    "Write the resulting fieldlist to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ad36951e-9118-46f2-933c-ce5b852341f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "out_file = \"_res_O32_to_5x5.grib\"\n",
    "r.to_target(\"file\", out_file)"
   ]
  }
 ],
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