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    "# Create spherical harmonic coefficients from an ocean mask\n",
    "*Author: R. Rietbroek Nov 2024 (r.rietbroek@utwente.nl)*\n",
    "\n",
    "The ocean function is defined to be one over the ocean and 0 over land areas. This mask function can also be converted to a set of spherical hamronic coefficients. These may for example be used in applying the Sea level equation in the spherical harmonic domain.\n",
    "\n",
    "## 1. Obtain a (fine ocean grid)\n",
    "As a starting point we can take a masked grid which was generated using using [an example recipe from geoslurp](https://github.com/strawpants/geoslurp/blob/master/docs/source/notebooks/OceanFunction.ipynb). "
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   "outputs": [],
   "source": [
    "import requests\n",
    "import os\n",
    "import xarray as xr\n",
    "import shxarray\n",
    "import matplotlib.pyplot as mpl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "47238111-a09f-4b3f-ae2a-ba1556d56e6c",
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     "name": "stdout",
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     "text": [
      "Downloading ocean grid /tmp/ne_10m_oceangrid_0.125.nc\n"
     ]
    },
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 33MB\n",
       "Dimensions:      (latitude: 1440, longitude: 2880)\n",
       "Coordinates:\n",
       "  * longitude    (longitude) float64 23kB -179.9 -179.8 -179.7 ... 179.8 179.9\n",
       "  * latitude     (latitude) float64 12kB -89.94 -89.81 -89.69 ... 89.81 89.94\n",
       "    spatial_ref  int64 8B ...\n",
       "Data variables:\n",
       "    oceanfunc    (latitude, longitude) float64 33MB 0.0 0.0 0.0 ... 1.0 1.0 1.0\n",
       "Attributes:\n",
       "    Conventions:  CF-1.9\n",
       "    title:        Gridded Ocean mask generated from natural earth 10m dataset\n",
       "    institution:  Roelof Rietbroek &lt;r.rietbroek@utwente.nl&gt;, Faculty of Geoin...\n",
       "    source:       geoslurp\n",
       "    history:      2024-11-26 14:53:20.439413 geoslurp\n",
       "    references:   https://geoslurp.wobbly.earth/en/latest/notebooks/OceanFunc...\n",
       "    comment:      Auto generated</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-a838f0dd-70d8-48e3-a76a-dffe9c63b3ae' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a838f0dd-70d8-48e3-a76a-dffe9c63b3ae' 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'>latitude</span>: 1440</li><li><span class='xr-has-index'>longitude</span>: 2880</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-79dd0b26-7e48-4d51-b523-8e14b777acee' class='xr-section-summary-in' type='checkbox'  checked><label for='section-79dd0b26-7e48-4d51-b523-8e14b777acee' 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'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-179.9 -179.8 ... 179.8 179.9</div><input id='attrs-10a37144-026e-4399-998e-bb0d3553b0ef' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10a37144-026e-4399-998e-bb0d3553b0ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17675780-54d8-411f-869e-f80f789868c1' class='xr-var-data-in' type='checkbox'><label for='data-17675780-54d8-411f-869e-f80f789868c1' 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>degree_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([-179.9375, -179.8125, -179.6875, ...,  179.6875,  179.8125,  179.9375])</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'>-89.94 -89.81 ... 89.81 89.94</div><input id='attrs-f6874a36-bd53-469b-9313-5338f01575e1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f6874a36-bd53-469b-9313-5338f01575e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3db6a6f0-a996-4e89-97ea-9927d1c22096' class='xr-var-data-in' type='checkbox'><label for='data-3db6a6f0-a996-4e89-97ea-9927d1c22096' 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>degree_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([-89.9375, -89.8125, -89.6875, ...,  89.6875,  89.8125,  89.9375])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ac5d828b-b976-4e8f-bd9d-842eb1769ca0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac5d828b-b976-4e8f-bd9d-842eb1769ca0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fde7ac8-c090-46cc-9160-1ab294af0035' class='xr-var-data-in' type='checkbox'><label for='data-0fde7ac8-c090-46cc-9160-1ab294af0035' 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>crs_wkt :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,ENSEMBLE[&quot;World Geodetic System 1984 ensemble&quot;,MEMBER[&quot;World Geodetic System 1984 (Transit)&quot;],MEMBER[&quot;World Geodetic System 1984 (G730)&quot;],MEMBER[&quot;World Geodetic System 1984 (G873)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1150)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1674)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1762)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2139)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2296)&quot;],ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]],ENSEMBLEACCURACY[2.0]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],USAGE[SCOPE[&quot;Horizontal component of 3D system.&quot;],AREA[&quot;World.&quot;],BBOX[-90,-180,90,180]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>horizontal_datum_name :</span></dt><dd>World Geodetic System 1984 ensemble</dd><dt><span>grid_mapping_name :</span></dt><dd>latitude_longitude</dd></dl></div><div class='xr-var-data'><pre>[1 values with dtype=int64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b9ea0c5d-2b03-4d0b-89fc-8eebe17173bb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b9ea0c5d-2b03-4d0b-89fc-8eebe17173bb' 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>oceanfunc</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 1.0 1.0 1.0 1.0</div><input id='attrs-33e70e36-6d8c-43d9-8406-03f5dd433c18' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-33e70e36-6d8c-43d9-8406-03f5dd433c18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37bead66-f4ce-4988-a0f4-d7b5157bdffc' class='xr-var-data-in' type='checkbox'><label for='data-37bead66-f4ce-4988-a0f4-d7b5157bdffc' 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., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       ...,\n",
       "       [1., 1., 1., ..., 1., 1., 1.],\n",
       "       [1., 1., 1., ..., 1., 1., 1.],\n",
       "       [1., 1., 1., ..., 1., 1., 1.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8fc01f17-145f-483f-b897-e2ef29d8a1c6' class='xr-section-summary-in' type='checkbox'  ><label for='section-8fc01f17-145f-483f-b897-e2ef29d8a1c6' class='xr-section-summary' >Indexes: <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-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-37343aac-bead-4c14-81b5-8b90a9837240' class='xr-index-data-in' type='checkbox'/><label for='index-37343aac-bead-4c14-81b5-8b90a9837240' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-179.9375, -179.8125, -179.6875, -179.5625, -179.4375, -179.3125,\n",
       "       -179.1875, -179.0625, -178.9375, -178.8125,\n",
       "       ...\n",
       "        178.8125,  178.9375,  179.0625,  179.1875,  179.3125,  179.4375,\n",
       "        179.5625,  179.6875,  179.8125,  179.9375],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;, length=2880))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-aada4805-7941-41ff-a50c-6e7df10c1603' class='xr-index-data-in' type='checkbox'/><label for='index-aada4805-7941-41ff-a50c-6e7df10c1603' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-89.9375, -89.8125, -89.6875, -89.5625, -89.4375, -89.3125, -89.1875,\n",
       "       -89.0625, -88.9375, -88.8125,\n",
       "       ...\n",
       "        88.8125,  88.9375,  89.0625,  89.1875,  89.3125,  89.4375,  89.5625,\n",
       "        89.6875,  89.8125,  89.9375],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;, length=1440))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9f61aa0d-cfba-484e-952a-e68374fa2490' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9f61aa0d-cfba-484e-952a-e68374fa2490' class='xr-section-summary' >Attributes: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.9</dd><dt><span>title :</span></dt><dd>Gridded Ocean mask generated from natural earth 10m dataset</dd><dt><span>institution :</span></dt><dd>Roelof Rietbroek &lt;r.rietbroek@utwente.nl&gt;, Faculty of Geoinformation Science and Earth Observation, University of Twente, Netherlands</dd><dt><span>source :</span></dt><dd>geoslurp</dd><dt><span>history :</span></dt><dd>2024-11-26 14:53:20.439413 geoslurp</dd><dt><span>references :</span></dt><dd>https://geoslurp.wobbly.earth/en/latest/notebooks/OceanFunction.html</dd><dt><span>comment :</span></dt><dd>Auto generated</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 33MB\n",
       "Dimensions:      (latitude: 1440, longitude: 2880)\n",
       "Coordinates:\n",
       "  * longitude    (longitude) float64 23kB -179.9 -179.8 -179.7 ... 179.8 179.9\n",
       "  * latitude     (latitude) float64 12kB -89.94 -89.81 -89.69 ... 89.81 89.94\n",
       "    spatial_ref  int64 8B ...\n",
       "Data variables:\n",
       "    oceanfunc    (latitude, longitude) float64 33MB 0.0 0.0 0.0 ... 1.0 1.0 1.0\n",
       "Attributes:\n",
       "    Conventions:  CF-1.9\n",
       "    title:        Gridded Ocean mask generated from natural earth 10m dataset\n",
       "    institution:  Roelof Rietbroek <r.rietbroek@utwente.nl>, Faculty of Geoin...\n",
       "    source:       geoslurp\n",
       "    history:      2024-11-26 14:53:20.439413 geoslurp\n",
       "    references:   https://geoslurp.wobbly.earth/en/latest/notebooks/OceanFunc...\n",
       "    comment:      Auto generated"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "url=\"https://github.com/strawpants/geoshapes/raw/refs/heads/master/raster/ocean/ne_10m_oceangrid_0.125.nc\"\n",
    "#temporary storage\n",
    "outfile=\"/tmp/\"+os.path.basename(url)\n",
    "if not os.path.exists(outfile):\n",
    "    r = requests.get(url)\n",
    "    print(f\"Downloading ocean grid {outfile}\")\n",
    "    with open(outfile,'wb') as fid:\n",
    "        fid.write(r.content)\n",
    "else:\n",
    "    print(f\"{outfile}, already downloaded\")\n",
    "\n",
    "\n",
    "dsoce=xr.open_dataset(outfile).fillna(0.0)\n",
    "display(dsoce)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "92d1a6c0-81b3-4d6b-896c-02e305b5750d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x76e6edb34110>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dsoce.oceanfunc.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f8c7071-f5d2-4c6e-87ec-52572f85fdca",
   "metadata": {},
   "source": [
    "## 2. Convert the ocean grid to spherical harmonic coefficients"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2aa506d7-566e-4185-97fb-f8850b13e561",
   "metadata": {},
   "outputs": [
    {
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       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (nm: 90601)&gt; Size: 725kB\n",
       "array([ 7.11538971e-01, -6.02066955e-02, -1.22835400e-01, ...,\n",
       "        3.12961008e-05, -2.97188334e-05, -2.17756304e-04])\n",
       "Coordinates:\n",
       "  * nm       (nm) object 725kB MultiIndex\n",
       "  * n        (nm) int64 725kB 0 1 1 1 2 2 2 2 ... 300 300 300 300 300 300 300\n",
       "  * m        (nm) int64 725kB 0 -1 0 1 -2 -1 0 1 ... 294 295 296 297 298 299 300</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>nm</span>: 90601</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-23a58f36-cffe-40b8-847a-9a8c1ef8eb00' class='xr-array-in' type='checkbox' checked><label for='section-23a58f36-cffe-40b8-847a-9a8c1ef8eb00' 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>0.7115 -0.06021 -0.1228 -0.1088 ... 3.13e-05 -2.972e-05 -0.0002178</span></div><div class='xr-array-data'><pre>array([ 7.11538971e-01, -6.02066955e-02, -1.22835400e-01, ...,\n",
       "        3.12961008e-05, -2.97188334e-05, -2.17756304e-04])</pre></div></div></li><li class='xr-section-item'><input id='section-9e692c9f-b745-4fb2-afd9-481c7b8973e2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9e692c9f-b745-4fb2-afd9-481c7b8973e2' 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'>nm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>MultiIndex</div><input id='attrs-459b6387-b7dd-4751-b05c-fdd68b977261' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-459b6387-b7dd-4751-b05c-fdd68b977261' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ab99bbe-93ae-4363-9990-2f7960901908' class='xr-var-data-in' type='checkbox'><label for='data-7ab99bbe-93ae-4363-9990-2f7960901908' 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, 0), (1, -1), (1, 0), ..., (300, 298), (300, 299), (300, 300)],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 1 1 2 2 ... 300 300 300 300 300</div><input id='attrs-309672c7-27a8-40f8-b1fe-142750c3499d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-309672c7-27a8-40f8-b1fe-142750c3499d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-126bb883-39b6-42c5-8cea-e2de7e34a43c' class='xr-var-data-in' type='checkbox'><label for='data-126bb883-39b6-42c5-8cea-e2de7e34a43c' 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,   1,   1, ..., 300, 300, 300])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>m</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 -1 0 1 -2 ... 296 297 298 299 300</div><input id='attrs-446a5c90-284c-478a-8537-5c64bfaaf45c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-446a5c90-284c-478a-8537-5c64bfaaf45c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2fcc9555-db03-4922-ba74-e6c545368b45' class='xr-var-data-in' type='checkbox'><label for='data-2fcc9555-db03-4922-ba74-e6c545368b45' 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,  -1,   0, ..., 298, 299, 300])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6e36a4b5-83b1-4334-8505-735e6c3dd634' class='xr-section-summary-in' type='checkbox'  ><label for='section-6e36a4b5-83b1-4334-8505-735e6c3dd634' class='xr-section-summary' >Indexes: <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-index-name'><div>nm<br>n<br>m</div></div><div class='xr-index-preview'>PandasMultiIndex</div><div></div><input id='index-a3b2bfe2-4296-468e-8ad6-cacaf156e60b' class='xr-index-data-in' type='checkbox'/><label for='index-a3b2bfe2-4296-468e-8ad6-cacaf156e60b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(MultiIndex([(  0,   0),\n",
       "            (  1,  -1),\n",
       "            (  1,   0),\n",
       "            (  1,   1),\n",
       "            (  2,  -2),\n",
       "            (  2,  -1),\n",
       "            (  2,   0),\n",
       "            (  2,   1),\n",
       "            (  2,   2),\n",
       "            (  3,  -3),\n",
       "            ...\n",
       "            (300, 291),\n",
       "            (300, 292),\n",
       "            (300, 293),\n",
       "            (300, 294),\n",
       "            (300, 295),\n",
       "            (300, 296),\n",
       "            (300, 297),\n",
       "            (300, 298),\n",
       "            (300, 299),\n",
       "            (300, 300)],\n",
       "           name=&#x27;nm&#x27;, length=90601))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fe520099-9cea-4bd3-9deb-2c69bbe99564' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fe520099-9cea-4bd3-9deb-2c69bbe99564' 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 (nm: 90601)> Size: 725kB\n",
       "array([ 7.11538971e-01, -6.02066955e-02, -1.22835400e-01, ...,\n",
       "        3.12961008e-05, -2.97188334e-05, -2.17756304e-04])\n",
       "Coordinates:\n",
       "  * nm       (nm) object 725kB MultiIndex\n",
       "  * n        (nm) int64 725kB 0 1 1 1 2 2 2 2 ... 300 300 300 300 300 300 300\n",
       "  * m        (nm) int64 725kB 0 -1 0 1 -2 -1 0 1 ... 294 295 296 297 298 299 300"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C00 coefficient (72% of Earth surface is ocean) 0.7115389707690188\n"
     ]
    }
   ],
   "source": [
    "nmax=300 # note: a large nmax can take quite a while\n",
    "# default uses a naive integration approach\n",
    "dsocesh=dsoce.oceanfunc.sh.analysis(nmax)\n",
    "display(dsocesh)\n",
    "print(f\"C00 coefficient (~71% of Earth surface is ocean) {dsocesh.sel(n=0).data[0]}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f12684b9-8ab6-4b43-99bf-83c33dfd44cc",
   "metadata": {},
   "source": [
    "## 3. Convert the resulting spherical harmonic coefficients back to a grid and visualize the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6caf652a-e694-4aa6-a701-436dfc3e6a2b",
   "metadata": {},
   "outputs": [],
   "source": [
    "dsoce_back=dsocesh.sh.synthesis(lon=dsoce.longitude,lat=dsoce.latitude)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "20816551-3b07-4979-a99e-d3324165f994",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Ocean function after grid -> sh -> grid, nmax=300, (min,max)=(-0.42,1.30)')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dsoce_back.plot(vmin=0,vmax=1)\n",
    "ca=mpl.gca()\n",
    "ca.set_title(f\"Ocean function after grid -> sh -> grid, nmax={nmax}, (min,max)=({dsoce_back.min().data.item():.2f},{dsoce_back.max().data.item():.2f})\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad28234b-0fbc-40e7-aff9-59b0f537cc8b",
   "metadata": {},
   "source": [
    "Note that differences up to 0.3 are visible due to Gibb's phenomena\n",
    "\n",
    "## 4. Write the results together with the input grid to the original netcdf file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b7e70689-6b56-4759-815b-e46d4a8241fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "outfilesh=f\"/tmp/ne_10m_oceansh_n{nmax}.nc\"\n",
    "dsocesh.name=\"oceansh\"\n",
    "dsocesh.reset_index(\"nm\").to_netcdf(outfilesh)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pyshxarray",
   "language": "python",
   "name": "pyshxarray"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.7"
  }
 },
 "nbformat": 4,
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