Ensemble_mean.ipynb

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   "source": [
    "import xarray as xr"
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    "path = '/Data/gfi/share/ModData/CESM2_LENS2/ocean/monthly/comp/ensemble_mean/'\n",
    "file = 'ensemble_mean_shf.nc'"
   ]
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   "source": [
    "ds = xr.open_dataset(path+file)"
   ]
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                 (z_t: 60, z_t_150m: 15, z_w: 60, z_w_top: 60,\n",
       "                             z_w_bot: 60, lat_aux_grid: 395, moc_z: 61,\n",
       "                             nlat: 384, nlon: 320, time: 3012)\n",
       "Coordinates:\n",
       "  * z_t                     (z_t) float32 500.0 1.5e+03 ... 5.125e+05 5.375e+05\n",
       "  * z_t_150m                (z_t_150m) float32 500.0 1.5e+03 ... 1.45e+04\n",
       "  * z_w                     (z_w) float32 0.0 1e+03 2e+03 ... 5e+05 5.25e+05\n",
       "  * z_w_top                 (z_w_top) float32 0.0 1e+03 2e+03 ... 5e+05 5.25e+05\n",
       "  * z_w_bot                 (z_w_bot) float32 1e+03 2e+03 ... 5.25e+05 5.5e+05\n",
       "  * lat_aux_grid            (lat_aux_grid) float32 -79.49 -78.95 ... 89.47 90.0\n",
       "  * moc_z                   (moc_z) float32 0.0 1e+03 2e+03 ... 5.25e+05 5.5e+05\n",
       "    ULONG                   (nlat, nlon) float64 ...\n",
       "    ULAT                    (nlat, nlon) float64 ...\n",
       "    TLONG                   (nlat, nlon) float64 ...\n",
       "    TLAT                    (nlat, nlon) float64 ...\n",
       "  * time                    (time) object 1850-02-01 00:00:00 ... 2101-01-01 ...\n",
       "Dimensions without coordinates: nlat, nlon\n",
       "Data variables: (12/51)\n",
       "    dz                      (z_t) float32 ...\n",
       "    dzw                     (z_w) float32 ...\n",
       "    KMT                     (nlat, nlon) float64 ...\n",
       "    KMU                     (nlat, nlon) float64 ...\n",
       "    REGION_MASK             (nlat, nlon) float64 ...\n",
       "    UAREA                   (nlat, nlon) float64 ...\n",
       "    ...                      ...\n",
       "    fwflux_factor           float64 ...\n",
       "    salinity_factor         float64 ...\n",
       "    sflux_factor            float64 ...\n",
       "    nsurface_t              float64 ...\n",
       "    nsurface_u              float64 ...\n",
       "    SHF                     (time, nlat, nlon) float32 ...</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-52407506-09dc-453e-960e-4f6a1f8f1f5d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-52407506-09dc-453e-960e-4f6a1f8f1f5d' 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'>z_t</span>: 60</li><li><span class='xr-has-index'>z_t_150m</span>: 15</li><li><span class='xr-has-index'>z_w</span>: 60</li><li><span class='xr-has-index'>z_w_top</span>: 60</li><li><span class='xr-has-index'>z_w_bot</span>: 60</li><li><span class='xr-has-index'>lat_aux_grid</span>: 395</li><li><span class='xr-has-index'>moc_z</span>: 61</li><li><span>nlat</span>: 384</li><li><span>nlon</span>: 320</li><li><span class='xr-has-index'>time</span>: 3012</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-32825823-cfd6-45b0-a9f8-ece4411b99ff' class='xr-section-summary-in' type='checkbox'  checked><label for='section-32825823-cfd6-45b0-a9f8-ece4411b99ff' class='xr-section-summary' >Coordinates: <span>(12)</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'>z_t</span></div><div class='xr-var-dims'>(z_t)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>500.0 1.5e+03 ... 5.375e+05</div><input id='attrs-c508459b-0e3b-4de5-a970-f6b601184956' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c508459b-0e3b-4de5-a970-f6b601184956' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4908ddaa-b0c5-4125-ae96-7b99b67f72a6' class='xr-var-data-in' type='checkbox'><label for='data-4908ddaa-b0c5-4125-ae96-7b99b67f72a6' 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>depth from surface to midpoint of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>500.0</dd><dt><span>valid_max :</span></dt><dd>537500.0</dd></dl></div><div class='xr-var-data'><pre>array([5.000000e+02, 1.500000e+03, 2.500000e+03, 3.500000e+03, 4.500000e+03,\n",
       "       5.500000e+03, 6.500000e+03, 7.500000e+03, 8.500000e+03, 9.500000e+03,\n",
       "       1.050000e+04, 1.150000e+04, 1.250000e+04, 1.350000e+04, 1.450000e+04,\n",
       "       1.550000e+04, 1.650984e+04, 1.754790e+04, 1.862913e+04, 1.976603e+04,\n",
       "       2.097114e+04, 2.225783e+04, 2.364088e+04, 2.513702e+04, 2.676542e+04,\n",
       "       2.854837e+04, 3.051192e+04, 3.268680e+04, 3.510935e+04, 3.782276e+04,\n",
       "       4.087846e+04, 4.433777e+04, 4.827367e+04, 5.277280e+04, 5.793729e+04,\n",
       "       6.388626e+04, 7.075633e+04, 7.870025e+04, 8.788252e+04, 9.847059e+04,\n",
       "       1.106204e+05, 1.244567e+05, 1.400497e+05, 1.573946e+05, 1.764003e+05,\n",
       "       1.968944e+05, 2.186457e+05, 2.413972e+05, 2.649001e+05, 2.889385e+05,\n",
       "       3.133405e+05, 3.379793e+05, 3.627670e+05, 3.876452e+05, 4.125768e+05,\n",
       "       4.375392e+05, 4.625190e+05, 4.875083e+05, 5.125028e+05, 5.375000e+05],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>z_t_150m</span></div><div class='xr-var-dims'>(z_t_150m)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>500.0 1.5e+03 ... 1.35e+04 1.45e+04</div><input id='attrs-2d177e7e-a0d0-4613-8c2e-183e16ef606d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2d177e7e-a0d0-4613-8c2e-183e16ef606d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95f9ee74-df27-4ef0-8cbb-242b2b56ab40' class='xr-var-data-in' type='checkbox'><label for='data-95f9ee74-df27-4ef0-8cbb-242b2b56ab40' 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>depth from surface to midpoint of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>500.0</dd><dt><span>valid_max :</span></dt><dd>14500.0</dd></dl></div><div class='xr-var-data'><pre>array([  500.,  1500.,  2500.,  3500.,  4500.,  5500.,  6500.,  7500.,  8500.,\n",
       "        9500., 10500., 11500., 12500., 13500., 14500.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>z_w</span></div><div class='xr-var-dims'>(z_w)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 1e+03 2e+03 ... 5e+05 5.25e+05</div><input id='attrs-dceaa67f-008e-4a41-8faf-c34e71b45985' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dceaa67f-008e-4a41-8faf-c34e71b45985' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5aa49d02-4e96-4042-a2e4-89861044e70f' class='xr-var-data-in' type='checkbox'><label for='data-5aa49d02-4e96-4042-a2e4-89861044e70f' 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>depth from surface to top of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>0.0</dd><dt><span>valid_max :</span></dt><dd>525000.94</dd></dl></div><div class='xr-var-data'><pre>array([     0.   ,   1000.   ,   2000.   ,   3000.   ,   4000.   ,   5000.   ,\n",
       "         6000.   ,   7000.   ,   8000.   ,   9000.   ,  10000.   ,  11000.   ,\n",
       "        12000.   ,  13000.   ,  14000.   ,  15000.   ,  16000.   ,  17019.682,\n",
       "        18076.129,  19182.125,  20349.932,  21592.344,  22923.312,  24358.453,\n",
       "        25915.58 ,  27615.26 ,  29481.47 ,  31542.373,  33831.227,  36387.473,\n",
       "        39258.047,  42498.887,  46176.656,  50370.688,  55174.91 ,  60699.668,\n",
       "        67072.86 ,  74439.805,  82960.695,  92804.35 , 104136.82 , 117104.016,\n",
       "       131809.36 , 148290.08 , 166499.2  , 186301.44 , 207487.39 , 229803.9  ,\n",
       "       252990.4  , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2  ,\n",
       "       400101.16 , 425052.47 , 450026.06 , 475012.   , 500004.7  , 525000.94 ],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>z_w_top</span></div><div class='xr-var-dims'>(z_w_top)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 1e+03 2e+03 ... 5e+05 5.25e+05</div><input id='attrs-a3085bda-4195-4552-9e04-b3b10960cdea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3085bda-4195-4552-9e04-b3b10960cdea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e24f338-e7b3-4248-814c-6d347cac3658' class='xr-var-data-in' type='checkbox'><label for='data-5e24f338-e7b3-4248-814c-6d347cac3658' 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>depth from surface to top of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>0.0</dd><dt><span>valid_max :</span></dt><dd>525000.94</dd></dl></div><div class='xr-var-data'><pre>array([     0.   ,   1000.   ,   2000.   ,   3000.   ,   4000.   ,   5000.   ,\n",
       "         6000.   ,   7000.   ,   8000.   ,   9000.   ,  10000.   ,  11000.   ,\n",
       "        12000.   ,  13000.   ,  14000.   ,  15000.   ,  16000.   ,  17019.682,\n",
       "        18076.129,  19182.125,  20349.932,  21592.344,  22923.312,  24358.453,\n",
       "        25915.58 ,  27615.26 ,  29481.47 ,  31542.373,  33831.227,  36387.473,\n",
       "        39258.047,  42498.887,  46176.656,  50370.688,  55174.91 ,  60699.668,\n",
       "        67072.86 ,  74439.805,  82960.695,  92804.35 , 104136.82 , 117104.016,\n",
       "       131809.36 , 148290.08 , 166499.2  , 186301.44 , 207487.39 , 229803.9  ,\n",
       "       252990.4  , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2  ,\n",
       "       400101.16 , 425052.47 , 450026.06 , 475012.   , 500004.7  , 525000.94 ],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>z_w_bot</span></div><div class='xr-var-dims'>(z_w_bot)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1e+03 2e+03 ... 5.25e+05 5.5e+05</div><input id='attrs-688b6d8b-ebcf-4c48-a4f9-b553684c2073' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-688b6d8b-ebcf-4c48-a4f9-b553684c2073' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ba5245d-3686-441d-9082-7eddbc308a17' class='xr-var-data-in' type='checkbox'><label for='data-7ba5245d-3686-441d-9082-7eddbc308a17' 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>depth from surface to bottom of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>1000.0</dd><dt><span>valid_max :</span></dt><dd>549999.06</dd></dl></div><div class='xr-var-data'><pre>array([  1000.   ,   2000.   ,   3000.   ,   4000.   ,   5000.   ,   6000.   ,\n",
       "         7000.   ,   8000.   ,   9000.   ,  10000.   ,  11000.   ,  12000.   ,\n",
       "        13000.   ,  14000.   ,  15000.   ,  16000.   ,  17019.682,  18076.129,\n",
       "        19182.125,  20349.932,  21592.344,  22923.312,  24358.453,  25915.58 ,\n",
       "        27615.26 ,  29481.47 ,  31542.373,  33831.227,  36387.473,  39258.047,\n",
       "        42498.887,  46176.656,  50370.688,  55174.91 ,  60699.668,  67072.86 ,\n",
       "        74439.805,  82960.695,  92804.35 , 104136.82 , 117104.016, 131809.36 ,\n",
       "       148290.08 , 166499.2  , 186301.44 , 207487.39 , 229803.9  , 252990.4  ,\n",
       "       276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2  , 400101.16 ,\n",
       "       425052.47 , 450026.06 , 475012.   , 500004.7  , 525000.94 , 549999.06 ],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat_aux_grid</span></div><div class='xr-var-dims'>(lat_aux_grid)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-79.49 -78.95 -78.42 ... 89.47 90.0</div><input id='attrs-47b2ec28-1768-4a2a-bbc0-4a31d22fd955' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-47b2ec28-1768-4a2a-bbc0-4a31d22fd955' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-30f69c43-9ac9-4277-9bf6-d674098ea66f' class='xr-var-data-in' type='checkbox'><label for='data-30f69c43-9ac9-4277-9bf6-d674098ea66f' 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>latitude grid for transport diagnostics</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>valid_min :</span></dt><dd>-79.48815</dd><dt><span>valid_max :</span></dt><dd>90.0</dd></dl></div><div class='xr-var-data'><pre>array([-79.48815 , -78.952896, -78.418655, ...,  88.948814,  89.47441 ,\n",
       "        90.      ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>moc_z</span></div><div class='xr-var-dims'>(moc_z)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 1e+03 ... 5.25e+05 5.5e+05</div><input id='attrs-5dc68f12-d34b-450e-8dc1-236579d57e44' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5dc68f12-d34b-450e-8dc1-236579d57e44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b97c40c0-22be-4c68-a347-fc74575472c8' class='xr-var-data-in' type='checkbox'><label for='data-b97c40c0-22be-4c68-a347-fc74575472c8' 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>depth from surface to top of layer</dd><dt><span>units :</span></dt><dd>centimeters</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>valid_min :</span></dt><dd>0.0</dd><dt><span>valid_max :</span></dt><dd>549999.06</dd></dl></div><div class='xr-var-data'><pre>array([     0.   ,   1000.   ,   2000.   ,   3000.   ,   4000.   ,   5000.   ,\n",
       "         6000.   ,   7000.   ,   8000.   ,   9000.   ,  10000.   ,  11000.   ,\n",
       "        12000.   ,  13000.   ,  14000.   ,  15000.   ,  16000.   ,  17019.682,\n",
       "        18076.129,  19182.125,  20349.932,  21592.344,  22923.312,  24358.453,\n",
       "        25915.58 ,  27615.26 ,  29481.47 ,  31542.373,  33831.227,  36387.473,\n",
       "        39258.047,  42498.887,  46176.656,  50370.688,  55174.91 ,  60699.668,\n",
       "        67072.86 ,  74439.805,  82960.695,  92804.35 , 104136.82 , 117104.016,\n",
       "       131809.36 , 148290.08 , 166499.2  , 186301.44 , 207487.39 , 229803.9  ,\n",
       "       252990.4  , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2  ,\n",
       "       400101.16 , 425052.47 , 450026.06 , 475012.   , 500004.7  , 525000.94 ,\n",
       "       549999.06 ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULONG</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6575f316-1ef6-40cd-9e58-8d9476bf3c82' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6575f316-1ef6-40cd-9e58-8d9476bf3c82' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b76ac9fb-0d5c-4e2b-b28e-d497b914325c' class='xr-var-data-in' type='checkbox'><label for='data-b76ac9fb-0d5c-4e2b-b28e-d497b914325c' 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>array of u-grid longitudes</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ULAT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c8f51f75-51ea-480f-89b7-2e8363843287' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c8f51f75-51ea-480f-89b7-2e8363843287' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b743f6a-14b6-473f-a809-6e4f3eda2667' class='xr-var-data-in' type='checkbox'><label for='data-9b743f6a-14b6-473f-a809-6e4f3eda2667' 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>array of u-grid latitudes</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLONG</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-685822ce-b676-448e-a144-852795798f96' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-685822ce-b676-448e-a144-852795798f96' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6212f6b6-0c69-4593-a7d1-060d4c88e9a1' class='xr-var-data-in' type='checkbox'><label for='data-6212f6b6-0c69-4593-a7d1-060d4c88e9a1' 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>array of t-grid longitudes</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TLAT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cd858bd5-203d-491d-9758-b34bfa65b820' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cd858bd5-203d-491d-9758-b34bfa65b820' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94040762-0e28-43f8-bd6d-e465af5ca5a9' class='xr-var-data-in' type='checkbox'><label for='data-94040762-0e28-43f8-bd6d-e465af5ca5a9' 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>array of t-grid latitudes</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[122880 values with dtype=float64]</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'>object</div><div class='xr-var-preview xr-preview'>1850-02-01 00:00:00 ... 2101-01-...</div><input id='attrs-4f816fd6-9700-4d50-ba6d-700295a1a057' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4f816fd6-9700-4d50-ba6d-700295a1a057' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f15afe80-99c6-4d61-b0e5-dbf838fafc42' class='xr-var-data-in' type='checkbox'><label for='data-f15afe80-99c6-4d61-b0e5-dbf838fafc42' 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>bounds :</span></dt><dd>time_bound</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1850, 2, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1850, 3, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1850, 4, 1, 0, 0, 0, 0, has_year_zero=True), ...,\n",
       "       cftime.DatetimeNoLeap(2100, 11, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(2100, 12, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(2101, 1, 1, 0, 0, 0, 0, has_year_zero=True)],\n",
       "      dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d3650411-6037-480d-a480-8c4a7697ed40' class='xr-section-summary-in' type='checkbox'  ><label for='section-d3650411-6037-480d-a480-8c4a7697ed40' class='xr-section-summary' >Data variables: <span>(51)</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>dz</span></div><div class='xr-var-dims'>(z_t)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-71f2212d-a3f0-4d2f-af39-6fea6ce98829' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-71f2212d-a3f0-4d2f-af39-6fea6ce98829' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9fc2976-e1f5-4c28-9107-54bcc2223ea4' class='xr-var-data-in' type='checkbox'><label for='data-f9fc2976-e1f5-4c28-9107-54bcc2223ea4' 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>[60 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dzw</span></div><div class='xr-var-dims'>(z_w)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd02f590-5967-4849-a734-a6ce96859567' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd02f590-5967-4849-a734-a6ce96859567' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c73c8a32-ded2-49b2-92d8-64b2876e9e29' class='xr-var-data-in' type='checkbox'><label for='data-c73c8a32-ded2-49b2-92d8-64b2876e9e29' 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>[60 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>KMT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d482b880-d112-4227-bb31-9182d9deab2b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d482b880-d112-4227-bb31-9182d9deab2b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1de2163-22d4-4417-835b-49a81e5946c7' class='xr-var-data-in' type='checkbox'><label for='data-e1de2163-22d4-4417-835b-49a81e5946c7' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>KMU</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7ac7723-84b7-4d52-82d9-9a97119320e9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7ac7723-84b7-4d52-82d9-9a97119320e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9b78782-2bfe-40ba-bb41-26e14e45859e' class='xr-var-data-in' type='checkbox'><label for='data-b9b78782-2bfe-40ba-bb41-26e14e45859e' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>REGION_MASK</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1468e27c-3b5a-44fc-8c15-37acb1e19b4d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1468e27c-3b5a-44fc-8c15-37acb1e19b4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00757b88-d1c0-4b73-b702-b2141992df88' class='xr-var-data-in' type='checkbox'><label for='data-00757b88-d1c0-4b73-b702-b2141992df88' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>UAREA</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-50a3aea3-dcd1-421d-91e0-100f3cc294b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-50a3aea3-dcd1-421d-91e0-100f3cc294b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5959be27-04af-485f-b7a6-9e31b8ab1c85' class='xr-var-data-in' type='checkbox'><label for='data-5959be27-04af-485f-b7a6-9e31b8ab1c85' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TAREA</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5897703e-3ae7-46b0-bc38-3324e09073e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5897703e-3ae7-46b0-bc38-3324e09073e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c16e25b-daf0-4088-8c19-a443670ba37b' class='xr-var-data-in' type='checkbox'><label for='data-3c16e25b-daf0-4088-8c19-a443670ba37b' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HU</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-06ce821a-bce7-4de9-ac2c-859a0e8caf5f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-06ce821a-bce7-4de9-ac2c-859a0e8caf5f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e569852e-8b6b-4987-8f5e-634f271ff96f' class='xr-var-data-in' type='checkbox'><label for='data-e569852e-8b6b-4987-8f5e-634f271ff96f' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6f696c8a-b1e9-4cea-931e-0d3f73677a10' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6f696c8a-b1e9-4cea-931e-0d3f73677a10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6cb673a-5017-4e8b-8281-1736d4b44c69' class='xr-var-data-in' type='checkbox'><label for='data-d6cb673a-5017-4e8b-8281-1736d4b44c69' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DXU</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d6946a5c-15d8-484d-96a7-645c72a4a6b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d6946a5c-15d8-484d-96a7-645c72a4a6b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90d2487a-2c46-4322-bdcd-214620dbd246' class='xr-var-data-in' type='checkbox'><label for='data-90d2487a-2c46-4322-bdcd-214620dbd246' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DYU</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-35ef8b01-76d5-4d2c-ad14-125b98e7ceb3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-35ef8b01-76d5-4d2c-ad14-125b98e7ceb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37531281-6fd6-4573-9695-8af861187700' class='xr-var-data-in' type='checkbox'><label for='data-37531281-6fd6-4573-9695-8af861187700' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DXT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-367e2ed2-81c1-465a-a496-23e9127762b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-367e2ed2-81c1-465a-a496-23e9127762b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ffe18e0b-be80-4931-99f6-641b7ce554c9' class='xr-var-data-in' type='checkbox'><label for='data-ffe18e0b-be80-4931-99f6-641b7ce554c9' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DYT</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7bba8fc6-426d-4cf0-9c1c-b2b4eeaeac3c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7bba8fc6-426d-4cf0-9c1c-b2b4eeaeac3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9848cec-297f-495f-b8db-2db91c1056bb' class='xr-var-data-in' type='checkbox'><label for='data-c9848cec-297f-495f-b8db-2db91c1056bb' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTN</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fad3a850-9ab6-4add-8d5e-3edb3b875c08' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fad3a850-9ab6-4add-8d5e-3edb3b875c08' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e8a631a-3cfa-4a00-88bb-e5b3a28b5f9e' class='xr-var-data-in' type='checkbox'><label for='data-6e8a631a-3cfa-4a00-88bb-e5b3a28b5f9e' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HTE</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c54394b0-36a0-4378-a12f-7bfccf54e24e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c54394b0-36a0-4378-a12f-7bfccf54e24e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-002cbddd-c6f2-43e6-bf33-3ab9a647a269' class='xr-var-data-in' type='checkbox'><label for='data-002cbddd-c6f2-43e6-bf33-3ab9a647a269' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HUS</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0f3990bc-9bed-4445-901e-8c59acbe8f4f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0f3990bc-9bed-4445-901e-8c59acbe8f4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3487f81f-f2bd-48ee-bda6-e526d7aeeb70' class='xr-var-data-in' type='checkbox'><label for='data-3487f81f-f2bd-48ee-bda6-e526d7aeeb70' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>HUW</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc206ea6-df2b-4d9d-8989-ebd4a47ae204' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bc206ea6-df2b-4d9d-8989-ebd4a47ae204' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed567a2e-1aa2-46ab-8b4c-37e9624dc082' class='xr-var-data-in' type='checkbox'><label for='data-ed567a2e-1aa2-46ab-8b4c-37e9624dc082' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLE</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2f1e2dbe-667e-49e1-a256-02959827010b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2f1e2dbe-667e-49e1-a256-02959827010b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00529d0e-5a8b-406b-90ea-6d4d2eef02d2' class='xr-var-data-in' type='checkbox'><label for='data-00529d0e-5a8b-406b-90ea-6d4d2eef02d2' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ANGLET</span></div><div class='xr-var-dims'>(nlat, nlon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-29aba07a-d8d1-4f1e-ab58-a5cd034c846f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-29aba07a-d8d1-4f1e-ab58-a5cd034c846f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d858b146-366b-4009-848b-2ea06b3ebd9c' class='xr-var-data-in' type='checkbox'><label for='data-d858b146-366b-4009-848b-2ea06b3ebd9c' 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>[122880 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>days_in_norm_year</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5521a2ce-303f-4e77-bcae-4712f4e974ef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5521a2ce-303f-4e77-bcae-4712f4e974ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d1ee18c-c1b6-4175-84c9-a6f3be154584' class='xr-var-data-in' type='checkbox'><label for='data-1d1ee18c-c1b6-4175-84c9-a6f3be154584' 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>[1 values with dtype=timedelta64[ns]]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grav</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ad700029-414d-471a-9c8f-257668787e99' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad700029-414d-471a-9c8f-257668787e99' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06e0409f-bd85-4d1e-a452-5daad65bbba8' class='xr-var-data-in' type='checkbox'><label for='data-06e0409f-bd85-4d1e-a452-5daad65bbba8' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>omega</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8851d924-b2cd-4710-85b1-88966df1be62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8851d924-b2cd-4710-85b1-88966df1be62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c36a140-9e3d-4947-9ecb-910df8d52c74' class='xr-var-data-in' type='checkbox'><label for='data-9c36a140-9e3d-4947-9ecb-910df8d52c74' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>radius</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2fa95dfc-043d-4914-a0f3-ab6dde0088ad' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2fa95dfc-043d-4914-a0f3-ab6dde0088ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfecb01b-96a3-4681-b4d5-68a4eef09d6d' class='xr-var-data-in' type='checkbox'><label for='data-cfecb01b-96a3-4681-b4d5-68a4eef09d6d' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cp_sw</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ee41ad93-a4b1-4962-813e-21b45b07f231' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ee41ad93-a4b1-4962-813e-21b45b07f231' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-766755bc-a47f-46d6-9bb2-41f0dbb0b242' class='xr-var-data-in' type='checkbox'><label for='data-766755bc-a47f-46d6-9bb2-41f0dbb0b242' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sound</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5a4cf086-ac79-4910-9a9e-cf3e61f3d831' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5a4cf086-ac79-4910-9a9e-cf3e61f3d831' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb0609fe-2254-4c77-b71a-ec1de11802f2' class='xr-var-data-in' type='checkbox'><label for='data-cb0609fe-2254-4c77-b71a-ec1de11802f2' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vonkar</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ab11416-d66c-4e8a-954c-e1eea71c8e69' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3ab11416-d66c-4e8a-954c-e1eea71c8e69' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4c90d7a-1cf1-4b95-a838-2cf949c25b50' class='xr-var-data-in' type='checkbox'><label for='data-e4c90d7a-1cf1-4b95-a838-2cf949c25b50' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cp_air</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9fb4cfe1-f09d-4fb2-9bfc-a7b89a36cd18' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9fb4cfe1-f09d-4fb2-9bfc-a7b89a36cd18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78f858b3-b753-492f-85d6-ed10ff588ead' class='xr-var-data-in' type='checkbox'><label for='data-78f858b3-b753-492f-85d6-ed10ff588ead' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho_air</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d5da7aba-6ad4-40de-8153-f079f8ea39ac' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5da7aba-6ad4-40de-8153-f079f8ea39ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb3f827a-967a-45b1-90eb-71afc406c9c3' class='xr-var-data-in' type='checkbox'><label for='data-eb3f827a-967a-45b1-90eb-71afc406c9c3' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho_sw</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-57f9c325-b0d9-4ce5-b362-d31cfdee865f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-57f9c325-b0d9-4ce5-b362-d31cfdee865f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b0d383b4-f4a5-443a-b844-a6449d0025c9' class='xr-var-data-in' type='checkbox'><label for='data-b0d383b4-f4a5-443a-b844-a6449d0025c9' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rho_fw</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-252f3839-bd5d-441b-aef5-083965fa9ada' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-252f3839-bd5d-441b-aef5-083965fa9ada' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-207e7c29-1505-40ec-b976-458e06cfe80b' class='xr-var-data-in' type='checkbox'><label for='data-207e7c29-1505-40ec-b976-458e06cfe80b' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>stefan_boltzmann</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56a2dc97-7566-4101-b143-50204df95150' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-56a2dc97-7566-4101-b143-50204df95150' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eaca2e69-2c38-4dcd-be41-a4477e7dfee8' class='xr-var-data-in' type='checkbox'><label for='data-eaca2e69-2c38-4dcd-be41-a4477e7dfee8' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latent_heat_vapor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7269e69c-6fa0-4c2e-81b1-d90e5610df12' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7269e69c-6fa0-4c2e-81b1-d90e5610df12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfa05df6-fc5d-4ce5-8b79-ddbe9b1e2d04' class='xr-var-data-in' type='checkbox'><label for='data-cfa05df6-fc5d-4ce5-8b79-ddbe9b1e2d04' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latent_heat_fusion</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-35796763-cbfe-4a34-929f-05c71a358fb8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-35796763-cbfe-4a34-929f-05c71a358fb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6be76116-ea94-4ddf-8392-17f0ac533e10' class='xr-var-data-in' type='checkbox'><label for='data-6be76116-ea94-4ddf-8392-17f0ac533e10' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>latent_heat_fusion_mks</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8f62bde8-40e4-4e42-ba5d-ea5f41ca9419' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8f62bde8-40e4-4e42-ba5d-ea5f41ca9419' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f67fbb7-1097-4413-9484-84deca4888c0' class='xr-var-data-in' type='checkbox'><label for='data-9f67fbb7-1097-4413-9484-84deca4888c0' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ocn_ref_salinity</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b1ea0fe3-994f-481d-8edc-0db7288a054d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1ea0fe3-994f-481d-8edc-0db7288a054d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-beea8457-fe51-4b35-b68b-8ca6a4071e1e' class='xr-var-data-in' type='checkbox'><label for='data-beea8457-fe51-4b35-b68b-8ca6a4071e1e' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_ice_salinity</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a540efba-fb4b-4f56-a047-4dc9a8d8f1c8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a540efba-fb4b-4f56-a047-4dc9a8d8f1c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b2b7baa-e528-441f-9a07-e21f84b5fd5d' class='xr-var-data-in' type='checkbox'><label for='data-6b2b7baa-e528-441f-9a07-e21f84b5fd5d' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T0_Kelvin</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2af906d1-3dcd-4335-b1ef-653617eae6aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2af906d1-3dcd-4335-b1ef-653617eae6aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3c83edc-2a81-43a7-8385-c97d09a359fe' class='xr-var-data-in' type='checkbox'><label for='data-e3c83edc-2a81-43a7-8385-c97d09a359fe' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salt_to_ppt</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-70811066-2db8-456b-b15b-f2c71b0ecc1a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-70811066-2db8-456b-b15b-f2c71b0ecc1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4be2c1c9-3fd1-4615-80dd-43809fb08bb9' class='xr-var-data-in' type='checkbox'><label for='data-4be2c1c9-3fd1-4615-80dd-43809fb08bb9' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ppt_to_salt</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ba74e0e0-5663-426f-a762-adecc881fa76' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ba74e0e0-5663-426f-a762-adecc881fa76' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4e49f6d-c1bd-4685-a3d3-0efd40d446f5' class='xr-var-data-in' type='checkbox'><label for='data-b4e49f6d-c1bd-4685-a3d3-0efd40d446f5' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mass_to_Sv</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c18c27d-6803-4203-808a-adecc79df212' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c18c27d-6803-4203-808a-adecc79df212' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6098edc5-4f29-499a-9a5d-a7824bc3b363' class='xr-var-data-in' type='checkbox'><label for='data-6098edc5-4f29-499a-9a5d-a7824bc3b363' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>heat_to_PW</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-45fef801-9bec-475f-919d-377137a43fb2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45fef801-9bec-475f-919d-377137a43fb2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4fa5b96b-ea68-47c6-b67f-e531933f5111' class='xr-var-data-in' type='checkbox'><label for='data-4fa5b96b-ea68-47c6-b67f-e531933f5111' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salt_to_Svppt</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1dc807b7-fe7e-4636-8eb4-f03790465b8c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1dc807b7-fe7e-4636-8eb4-f03790465b8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-caecb253-0886-4949-ad29-b1d502b8451f' class='xr-var-data-in' type='checkbox'><label for='data-caecb253-0886-4949-ad29-b1d502b8451f' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salt_to_mmday</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d1246817-58f7-45a3-9d77-2c6ff4c1d1c8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d1246817-58f7-45a3-9d77-2c6ff4c1d1c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f3c624f7-d28d-4705-aef0-26d52b8fc06a' class='xr-var-data-in' type='checkbox'><label for='data-f3c624f7-d28d-4705-aef0-26d52b8fc06a' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>momentum_factor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9df51d57-87f0-4887-bbe1-54475b679ae7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9df51d57-87f0-4887-bbe1-54475b679ae7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0afd01b7-5792-4f75-996a-869afacd7645' class='xr-var-data-in' type='checkbox'><label for='data-0afd01b7-5792-4f75-996a-869afacd7645' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hflux_factor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-abafd82e-555e-4b51-b9d8-f63d31d40941' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-abafd82e-555e-4b51-b9d8-f63d31d40941' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5609f1cb-3c56-4dd3-8e0e-3ac829db2fcf' class='xr-var-data-in' type='checkbox'><label for='data-5609f1cb-3c56-4dd3-8e0e-3ac829db2fcf' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>fwflux_factor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8ec83453-ea1e-4471-aba5-0ef4126e4f2c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ec83453-ea1e-4471-aba5-0ef4126e4f2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-605c6ff5-f2e0-4bf5-9442-5aaf48db7f3e' class='xr-var-data-in' type='checkbox'><label for='data-605c6ff5-f2e0-4bf5-9442-5aaf48db7f3e' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>salinity_factor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cde45f15-03b8-4009-a954-da73ba4088de' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cde45f15-03b8-4009-a954-da73ba4088de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8897c4a1-9aa8-432f-8a2e-0562ca675224' class='xr-var-data-in' type='checkbox'><label for='data-8897c4a1-9aa8-432f-8a2e-0562ca675224' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sflux_factor</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7853184a-0bf9-436b-9eeb-8919a32f8905' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7853184a-0bf9-436b-9eeb-8919a32f8905' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-806b0281-2c8a-4eec-b1ed-5465323caa91' class='xr-var-data-in' type='checkbox'><label for='data-806b0281-2c8a-4eec-b1ed-5465323caa91' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nsurface_t</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-519f7ebd-fb78-4676-864c-814a053cf27b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-519f7ebd-fb78-4676-864c-814a053cf27b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a77dc468-31b1-4ee9-b026-e98b77c76723' class='xr-var-data-in' type='checkbox'><label for='data-a77dc468-31b1-4ee9-b026-e98b77c76723' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nsurface_u</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b877540d-cfc4-420f-9fdf-a03299e698eb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b877540d-cfc4-420f-9fdf-a03299e698eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6d807868-18df-4760-bb4a-b5da804e44ec' class='xr-var-data-in' type='checkbox'><label for='data-6d807868-18df-4760-bb4a-b5da804e44ec' 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>[1 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SHF</span></div><div class='xr-var-dims'>(time, nlat, nlon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-99d6d9bc-241f-4317-8c9d-e276425cf88d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-99d6d9bc-241f-4317-8c9d-e276425cf88d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db79f9de-4566-4b70-9308-e141d487ad34' class='xr-var-data-in' type='checkbox'><label for='data-db79f9de-4566-4b70-9308-e141d487ad34' 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>[370114560 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ab654444-de61-448f-9810-9e14914bac43' class='xr-section-summary-in' type='checkbox'  ><label for='section-ab654444-de61-448f-9810-9e14914bac43' class='xr-section-summary' >Indexes: <span>(8)</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>z_t</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a24385d5-9781-4b94-acf6-125016aa0ff0' class='xr-index-data-in' type='checkbox'/><label for='index-a24385d5-9781-4b94-acf6-125016aa0ff0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([          500.0,          1500.0,          2500.0,\n",
       "                       3500.0,          4500.0,          5500.0,\n",
       "                       6500.0,          7500.0,          8500.0,\n",
       "                       9500.0,         10500.0,         11500.0,\n",
       "                      12500.0,         13500.0,         14500.0,\n",
       "                      15500.0,  16509.83984375, 17547.904296875,\n",
       "              18629.126953125,  19766.02734375, 20971.138671875,\n",
       "                 22257.828125,   23640.8828125,    25137.015625,\n",
       "              26765.419921875, 28548.365234375,    30511.921875,\n",
       "              32686.798828125,  35109.34765625,  37822.76171875,\n",
       "               40878.46484375,  44337.76953125,    48273.671875,\n",
       "               52772.80078125,   57937.2890625,  63886.26171875,\n",
       "                 70756.328125,        78700.25,   87882.5234375,\n",
       "                98470.5859375,   110620.421875,     124456.6875,\n",
       "                 140049.71875,   157394.640625,   176400.328125,\n",
       "                196894.421875,    218645.65625,    241397.15625,\n",
       "                   264900.125,    288938.46875,    313340.46875,\n",
       "                 337979.34375,    362767.03125,     387645.1875,\n",
       "                  412576.8125,       437539.25,    462519.03125,\n",
       "                 487508.34375,     512502.8125,        537500.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;z_t&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>z_t_150m</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fad12cf2-d4dc-4a9b-a5d2-f087323e288c' class='xr-index-data-in' type='checkbox'/><label for='index-fad12cf2-d4dc-4a9b-a5d2-f087323e288c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([  500.0,  1500.0,  2500.0,  3500.0,  4500.0,  5500.0,  6500.0,\n",
       "               7500.0,  8500.0,  9500.0, 10500.0, 11500.0, 12500.0, 13500.0,\n",
       "              14500.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;z_t_150m&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>z_w</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-926cb266-0cc0-43eb-b72b-9c14431d27a4' class='xr-index-data-in' type='checkbox'/><label for='index-926cb266-0cc0-43eb-b72b-9c14431d27a4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([            0.0,          1000.0,          2000.0,\n",
       "                       3000.0,          4000.0,          5000.0,\n",
       "                       6000.0,          7000.0,          8000.0,\n",
       "                       9000.0,         10000.0,         11000.0,\n",
       "                      12000.0,         13000.0,         14000.0,\n",
       "                      15000.0,         16000.0, 17019.681640625,\n",
       "               18076.12890625,       19182.125, 20349.931640625,\n",
       "                  21592.34375,      22923.3125,    24358.453125,\n",
       "              25915.580078125, 27615.259765625, 29481.470703125,\n",
       "              31542.373046875,   33831.2265625,  36387.47265625,\n",
       "                 39258.046875,  42498.88671875,     46176.65625,\n",
       "                   50370.6875,  55174.91015625,  60699.66796875,\n",
       "                 67072.859375,   74439.8046875,   82960.6953125,\n",
       "                92804.3515625,  104136.8203125,   117104.015625,\n",
       "                131809.359375,   148290.078125,   166499.203125,\n",
       "                  186301.4375,   207487.390625,    229803.90625,\n",
       "                 252990.40625,    276809.84375,     301067.0625,\n",
       "                 325613.84375,      350344.875,     375189.1875,\n",
       "                 400101.15625,    425052.46875,     450026.0625,\n",
       "                     475012.0,     500004.6875,     525000.9375],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;z_w&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>z_w_top</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e9702643-6351-449d-8128-37aaf345096b' class='xr-index-data-in' type='checkbox'/><label for='index-e9702643-6351-449d-8128-37aaf345096b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([            0.0,          1000.0,          2000.0,\n",
       "                       3000.0,          4000.0,          5000.0,\n",
       "                       6000.0,          7000.0,          8000.0,\n",
       "                       9000.0,         10000.0,         11000.0,\n",
       "                      12000.0,         13000.0,         14000.0,\n",
       "                      15000.0,         16000.0, 17019.681640625,\n",
       "               18076.12890625,       19182.125, 20349.931640625,\n",
       "                  21592.34375,      22923.3125,    24358.453125,\n",
       "              25915.580078125, 27615.259765625, 29481.470703125,\n",
       "              31542.373046875,   33831.2265625,  36387.47265625,\n",
       "                 39258.046875,  42498.88671875,     46176.65625,\n",
       "                   50370.6875,  55174.91015625,  60699.66796875,\n",
       "                 67072.859375,   74439.8046875,   82960.6953125,\n",
       "                92804.3515625,  104136.8203125,   117104.015625,\n",
       "                131809.359375,   148290.078125,   166499.203125,\n",
       "                  186301.4375,   207487.390625,    229803.90625,\n",
       "                 252990.40625,    276809.84375,     301067.0625,\n",
       "                 325613.84375,      350344.875,     375189.1875,\n",
       "                 400101.15625,    425052.46875,     450026.0625,\n",
       "                     475012.0,     500004.6875,     525000.9375],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;z_w_top&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>z_w_bot</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-20a80d42-67b0-45d6-b7f4-82e5693bad08' class='xr-index-data-in' type='checkbox'/><label for='index-20a80d42-67b0-45d6-b7f4-82e5693bad08' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([         1000.0,          2000.0,          3000.0,\n",
       "                       4000.0,          5000.0,          6000.0,\n",
       "                       7000.0,          8000.0,          9000.0,\n",
       "                      10000.0,         11000.0,         12000.0,\n",
       "                      13000.0,         14000.0,         15000.0,\n",
       "                      16000.0, 17019.681640625,  18076.12890625,\n",
       "                    19182.125, 20349.931640625,     21592.34375,\n",
       "                   22923.3125,    24358.453125, 25915.580078125,\n",
       "              27615.259765625, 29481.470703125, 31542.373046875,\n",
       "                33831.2265625,  36387.47265625,    39258.046875,\n",
       "               42498.88671875,     46176.65625,      50370.6875,\n",
       "               55174.91015625,  60699.66796875,    67072.859375,\n",
       "                74439.8046875,   82960.6953125,   92804.3515625,\n",
       "               104136.8203125,   117104.015625,   131809.359375,\n",
       "                148290.078125,   166499.203125,     186301.4375,\n",
       "                207487.390625,    229803.90625,    252990.40625,\n",
       "                 276809.84375,     301067.0625,    325613.84375,\n",
       "                   350344.875,     375189.1875,    400101.15625,\n",
       "                 425052.46875,     450026.0625,        475012.0,\n",
       "                  500004.6875,     525000.9375,     549999.0625],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;z_w_bot&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>lat_aux_grid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4beeee4b-fbe0-4a7f-a5ea-905568d2595c' class='xr-index-data-in' type='checkbox'/><label for='index-4beeee4b-fbe0-4a7f-a5ea-905568d2595c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([-79.48815155029297, -78.95289611816406, -78.41865539550781,\n",
       "              -77.88441467285156, -77.35017395019531, -76.81593322753906,\n",
       "              -76.28169250488281, -75.74745178222656, -75.21321868896484,\n",
       "               -74.6789779663086,\n",
       "              ...\n",
       "               85.26966857910156,  85.79525756835938,  86.32085418701172,\n",
       "               86.84644317626953,  87.37203979492188,  87.89762878417969,\n",
       "               88.42322540283203,  88.94881439208984,  89.47441101074219,\n",
       "                            90.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;lat_aux_grid&#x27;, length=395))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>moc_z</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e9d57644-723d-4dc4-a7c3-48408ae2582a' class='xr-index-data-in' type='checkbox'/><label for='index-e9d57644-723d-4dc4-a7c3-48408ae2582a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([            0.0,          1000.0,          2000.0,\n",
       "                       3000.0,          4000.0,          5000.0,\n",
       "                       6000.0,          7000.0,          8000.0,\n",
       "                       9000.0,         10000.0,         11000.0,\n",
       "                      12000.0,         13000.0,         14000.0,\n",
       "                      15000.0,         16000.0, 17019.681640625,\n",
       "               18076.12890625,       19182.125, 20349.931640625,\n",
       "                  21592.34375,      22923.3125,    24358.453125,\n",
       "              25915.580078125, 27615.259765625, 29481.470703125,\n",
       "              31542.373046875,   33831.2265625,  36387.47265625,\n",
       "                 39258.046875,  42498.88671875,     46176.65625,\n",
       "                   50370.6875,  55174.91015625,  60699.66796875,\n",
       "                 67072.859375,   74439.8046875,   82960.6953125,\n",
       "                92804.3515625,  104136.8203125,   117104.015625,\n",
       "                131809.359375,   148290.078125,   166499.203125,\n",
       "                  186301.4375,   207487.390625,    229803.90625,\n",
       "                 252990.40625,    276809.84375,     301067.0625,\n",
       "                 325613.84375,      350344.875,     375189.1875,\n",
       "                 400101.15625,    425052.46875,     450026.0625,\n",
       "                     475012.0,     500004.6875,     525000.9375,\n",
       "                  549999.0625],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;moc_z&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-503c5f14-0331-49e5-81c7-9cda19c46487' class='xr-index-data-in' type='checkbox'/><label for='index-503c5f14-0331-49e5-81c7-9cda19c46487' 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(CFTimeIndex([1850-02-01 00:00:00, 1850-03-01 00:00:00, 1850-04-01 00:00:00,\n",
       "             1850-05-01 00:00:00, 1850-06-01 00:00:00, 1850-07-01 00:00:00,\n",
       "             1850-08-01 00:00:00, 1850-09-01 00:00:00, 1850-10-01 00:00:00,\n",
       "             1850-11-01 00:00:00,\n",
       "             ...\n",
       "             2100-04-01 00:00:00, 2100-05-01 00:00:00, 2100-06-01 00:00:00,\n",
       "             2100-07-01 00:00:00, 2100-08-01 00:00:00, 2100-09-01 00:00:00,\n",
       "             2100-10-01 00:00:00, 2100-11-01 00:00:00, 2100-12-01 00:00:00,\n",
       "             2101-01-01 00:00:00],\n",
       "            dtype=&#x27;object&#x27;, length=3012, calendar=&#x27;noleap&#x27;, freq=&#x27;MS&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b4c6e803-b8e6-479f-b0d1-cf94758a1ecd' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b4c6e803-b8e6-479f-b0d1-cf94758a1ecd' 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:                 (z_t: 60, z_t_150m: 15, z_w: 60, z_w_top: 60,\n",
       "                             z_w_bot: 60, lat_aux_grid: 395, moc_z: 61,\n",
       "                             nlat: 384, nlon: 320, time: 3012)\n",
       "Coordinates:\n",
       "  * z_t                     (z_t) float32 500.0 1.5e+03 ... 5.125e+05 5.375e+05\n",
       "  * z_t_150m                (z_t_150m) float32 500.0 1.5e+03 ... 1.45e+04\n",
       "  * z_w                     (z_w) float32 0.0 1e+03 2e+03 ... 5e+05 5.25e+05\n",
       "  * z_w_top                 (z_w_top) float32 0.0 1e+03 2e+03 ... 5e+05 5.25e+05\n",
       "  * z_w_bot                 (z_w_bot) float32 1e+03 2e+03 ... 5.25e+05 5.5e+05\n",
       "  * lat_aux_grid            (lat_aux_grid) float32 -79.49 -78.95 ... 89.47 90.0\n",
       "  * moc_z                   (moc_z) float32 0.0 1e+03 2e+03 ... 5.25e+05 5.5e+05\n",
       "    ULONG                   (nlat, nlon) float64 ...\n",
       "    ULAT                    (nlat, nlon) float64 ...\n",
       "    TLONG                   (nlat, nlon) float64 ...\n",
       "    TLAT                    (nlat, nlon) float64 ...\n",
       "  * time                    (time) object 1850-02-01 00:00:00 ... 2101-01-01 ...\n",
       "Dimensions without coordinates: nlat, nlon\n",
       "Data variables: (12/51)\n",
       "    dz                      (z_t) float32 ...\n",
       "    dzw                     (z_w) float32 ...\n",
       "    KMT                     (nlat, nlon) float64 ...\n",
       "    KMU                     (nlat, nlon) float64 ...\n",
       "    REGION_MASK             (nlat, nlon) float64 ...\n",
       "    UAREA                   (nlat, nlon) float64 ...\n",
       "    ...                      ...\n",
       "    fwflux_factor           float64 ...\n",
       "    salinity_factor         float64 ...\n",
       "    sflux_factor            float64 ...\n",
       "    nsurface_t              float64 ...\n",
       "    nsurface_u              float64 ...\n",
       "    SHF                     (time, nlat, nlon) float32 ..."
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "487704f7-7333-45ce-8a18-804ca717e974",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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