fix reference_cmip6
MODIFY
docs/tutorials/hdf_reference/reference_cmip6.ipynb
docs/tutorials/hdf_reference/reference_cmip6.ipynb
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 2,
"id": "965272cf",
"metadata": {},
"outputs": [
" 'esgf-world/CMIP6/OMIP/NOAA-GFDL/GFDL-CM4/omip1/r1i1p1f1/Omon/thetao/gr/v20180701/thetao_Omon_GFDL-CM4_omip1_r1i1p1f1_gr_198801-200712.nc']"
]
},
- "execution_count": 1,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 3,
"id": "64ce8337-8984-43b5-bc01-33c531bb21cd",
"metadata": {},
"outputs": [],
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 4,
"id": "6143ffb9",
"metadata": {},
"outputs": [
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: user 2.02 s, sys: 440 ms, total: 2.46 s\n",
- "Wall time: 33 s\n"
+ "CPU times: user 671 ms, sys: 102 ms, total: 773 ms\n",
+ "Wall time: 4.29 s\n"
]
},
{
" variable_id: thetao\n",
" variant_info: N/A\n",
" references: see further_info_url attribute\n",
- " variant_label: r1i1p1f1</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b476b1ff-d947-4db9-bdd4-914439d84a30' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b476b1ff-d947-4db9-bdd4-914439d84a30' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 180</li><li><span>bnds</span>: 2</li><li><span class='xr-has-index'>lon</span>: 360</li><li><span class='xr-has-index'>time</span>: 240</li><li><span class='xr-has-index'>lev</span>: 35</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-48f39808-b17d-413e-8231-240ac60e5014' class='xr-section-summary-in' type='checkbox' checked><label for='section-48f39808-b17d-413e-8231-240ac60e5014' class='xr-section-summary' >Coordinates: <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-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-89.5 -88.5 -87.5 ... 88.5 89.5</div><input id='attrs-772ad35d-93c8-4166-b2a3-4a22cd9cb3ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-772ad35d-93c8-4166-b2a3-4a22cd9cb3ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a88f43f-225f-41a9-886f-c248b567aae1' class='xr-var-data-in' type='checkbox'><label for='data-3a88f43f-225f-41a9-886f-c248b567aae1' 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</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><pre>array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5,\n",
+ " variant_label: r1i1p1f1</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-3858f3c2-a7a7-4aee-80af-a6d493733171' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3858f3c2-a7a7-4aee-80af-a6d493733171' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 180</li><li><span>bnds</span>: 2</li><li><span class='xr-has-index'>lon</span>: 360</li><li><span class='xr-has-index'>time</span>: 240</li><li><span class='xr-has-index'>lev</span>: 35</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fe678f6e-a013-46df-b7af-33428582763c' class='xr-section-summary-in' type='checkbox' checked><label for='section-fe678f6e-a013-46df-b7af-33428582763c' class='xr-section-summary' >Coordinates: <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-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-89.5 -88.5 -87.5 ... 88.5 89.5</div><input id='attrs-b5bf314c-e188-48f1-aec5-630845904613' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b5bf314c-e188-48f1-aec5-630845904613' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-47ad2d26-418a-467f-b957-c92c4c387589' class='xr-var-data-in' type='checkbox'><label for='data-47ad2d26-418a-467f-b957-c92c4c387589' 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</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><pre>array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5,\n",
" -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5,\n",
" -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5,\n",
" -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5,\n",
" 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5,\n",
" 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5,\n",
" 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5,\n",
- " 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_bnds</span></div><div class='xr-var-dims'>(lat, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(180, 2), meta=np.ndarray&gt;</div><input id='attrs-9d57ef7c-3639-4427-972e-11821e4ac0a4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9d57ef7c-3639-4427-972e-11821e4ac0a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-79c9ec9b-7bd4-4569-9886-4d25a60c54ee' class='xr-var-data-in' type='checkbox'><label for='data-79c9ec9b-7bd4-4569-9886-4d25a60c54ee' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat_bnds</span></div><div class='xr-var-dims'>(lat, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(180, 2), meta=np.ndarray&gt;</div><input id='attrs-f006d2f4-42a8-4d8e-8c5c-dcbde3c0860c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f006d2f4-42a8-4d8e-8c5c-dcbde3c0860c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d891c247-b5ea-41cc-991f-741eff2f14e1' class='xr-var-data-in' type='checkbox'><label for='data-d891c247-b5ea-41cc-991f-741eff2f14e1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
"</svg>\n",
" </td>\n",
" </tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5 1.5 2.5 ... 357.5 358.5 359.5</div><input id='attrs-97906c8c-69c7-40bd-ac0f-939d1e66b880' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-97906c8c-69c7-40bd-ac0f-939d1e66b880' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a405e07-5350-40ea-a590-5c7b044622e7' class='xr-var-data-in' type='checkbox'><label for='data-8a405e07-5350-40ea-a590-5c7b044622e7' 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>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><pre>array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_bnds</span></div><div class='xr-var-dims'>(lon, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(360, 2), meta=np.ndarray&gt;</div><input id='attrs-da1200f8-12a1-442b-9a95-f3b779f1732e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-da1200f8-12a1-442b-9a95-f3b779f1732e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b931411f-4d79-4f5f-be39-959d9b2bcddf' class='xr-var-data-in' type='checkbox'><label for='data-b931411f-4d79-4f5f-be39-959d9b2bcddf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5 1.5 2.5 ... 357.5 358.5 359.5</div><input id='attrs-19e7c5ef-0b55-4fc3-9492-db1d9b8b84c1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19e7c5ef-0b55-4fc3-9492-db1d9b8b84c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29babca4-51b0-4535-82c0-3d963284036d' class='xr-var-data-in' type='checkbox'><label for='data-29babca4-51b0-4535-82c0-3d963284036d' 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>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>cell_methods :</span></dt><dd>time: point</dd></dl></div><div class='xr-var-data'><pre>array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon_bnds</span></div><div class='xr-var-dims'>(lon, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(360, 2), meta=np.ndarray&gt;</div><input id='attrs-2d2c3a5f-1e1e-4923-9de0-86cdc3826f3e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2d2c3a5f-1e1e-4923-9de0-86cdc3826f3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd4f212d-6547-4bff-a89f-b6c17d8bdb6f' class='xr-var-data-in' type='checkbox'><label for='data-dd4f212d-6547-4bff-a89f-b6c17d8bdb6f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
"</svg>\n",
" </td>\n",
" </tr>\n",
- "</table></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'>1708-01-16 12:00:00 ... 1727-12-...</div><input id='attrs-af723cee-1ff6-403b-a0c2-1e8ebbecb0ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af723cee-1ff6-403b-a0c2-1e8ebbecb0ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74f9c2da-394e-44ef-8984-05575d9fb997' class='xr-var-data-in' type='checkbox'><label for='data-74f9c2da-394e-44ef-8984-05575d9fb997' 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>cartesian_axis :</span></dt><dd>T</dd><dt><span>calendar_type :</span></dt><dd>noleap</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>description :</span></dt><dd>Temporal mean</dd><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1708, 1, 16, 12, 0, 0, 0, has_year_zero=True),\n",
+ "</table></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'>1708-01-16 12:00:00 ... 1727-12-...</div><input id='attrs-166eea1a-114f-4682-980c-fc4ca8e04449' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-166eea1a-114f-4682-980c-fc4ca8e04449' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a825b03-0714-4954-b132-94d533c4b6eb' class='xr-var-data-in' type='checkbox'><label for='data-8a825b03-0714-4954-b132-94d533c4b6eb' 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>cartesian_axis :</span></dt><dd>T</dd><dt><span>calendar_type :</span></dt><dd>noleap</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>description :</span></dt><dd>Temporal mean</dd><dt><span>axis :</span></dt><dd>T</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1708, 1, 16, 12, 0, 0, 0, has_year_zero=True),\n",
" cftime.DatetimeNoLeap(1708, 2, 15, 0, 0, 0, 0, has_year_zero=True),\n",
" cftime.DatetimeNoLeap(1708, 3, 16, 12, 0, 0, 0, has_year_zero=True),\n",
" ...,\n",
" cftime.DatetimeNoLeap(1727, 10, 16, 12, 0, 0, 0, has_year_zero=True),\n",
" cftime.DatetimeNoLeap(1727, 11, 16, 0, 0, 0, 0, has_year_zero=True),\n",
" cftime.DatetimeNoLeap(1727, 12, 16, 12, 0, 0, 0, has_year_zero=True)],\n",
- " dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, bnds)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(240, 2), meta=np.ndarray&gt;</div><input id='attrs-33ca911d-e237-40fb-951a-a24b52a0506c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33ca911d-e237-40fb-951a-a24b52a0506c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14da9617-c66d-4746-91ec-6fbf426481ff' class='xr-var-data-in' type='checkbox'><label for='data-14da9617-c66d-4746-91ec-6fbf426481ff' 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 axis boundaries</dd></dl></div><div class='xr-var-data'><table>\n",
+ " dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, bnds)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(240, 2), meta=np.ndarray&gt;</div><input id='attrs-ff425ade-fa07-4336-b8cb-9e3a442bfb35' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ff425ade-fa07-4336-b8cb-9e3a442bfb35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03d971cc-f21b-42d3-abac-c74eb185bace' class='xr-var-data-in' type='checkbox'><label for='data-03d971cc-f21b-42d3-abac-c74eb185bace' 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 axis boundaries</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
"</svg>\n",
" </td>\n",
" </tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lev_bnds</span></div><div class='xr-var-dims'>(lev, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(35, 2), meta=np.ndarray&gt;</div><input id='attrs-01423783-1caf-43f8-9435-d8c2b3c35b71' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-01423783-1caf-43f8-9435-d8c2b3c35b71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-05d2b468-756a-4c9a-b06a-df838dc8333c' class='xr-var-data-in' type='checkbox'><label for='data-05d2b468-756a-4c9a-b06a-df838dc8333c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lev_bnds</span></div><div class='xr-var-dims'>(lev, bnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(35, 2), meta=np.ndarray&gt;</div><input id='attrs-4c3797fe-60f4-4c9f-a866-4ca66fc472c5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c3797fe-60f4-4c9f-a866-4ca66fc472c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa564854-70c2-4233-b886-a156cd6dcc5f' class='xr-var-data-in' type='checkbox'><label for='data-aa564854-70c2-4233-b886-a156cd6dcc5f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
"</svg>\n",
" </td>\n",
" </tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lev</span></div><div class='xr-var-dims'>(lev)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.5 10.0 20.0 ... 6e+03 6.5e+03</div><input id='attrs-db6c7230-226f-4d59-ae31-5cd96a45e1fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-db6c7230-226f-4d59-ae31-5cd96a45e1fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e642c38-8d7c-40ed-ad03-c500a07e2e04' class='xr-var-data-in' type='checkbox'><label for='data-2e642c38-8d7c-40ed-ad03-c500a07e2e04' 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>ocean model level</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>description :</span></dt><dd>generic ocean model vertical coordinate (nondimensional or dimensional)</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([2.5000e+00, 1.0000e+01, 2.0000e+01, 3.2500e+01, 5.1250e+01, 7.5000e+01,\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lev</span></div><div class='xr-var-dims'>(lev)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.5 10.0 20.0 ... 6e+03 6.5e+03</div><input id='attrs-bdacf8af-e26f-4426-af40-f1df39cbedbc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bdacf8af-e26f-4426-af40-f1df39cbedbc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c75c099-2d20-4e8d-9b6b-17b3a9d75705' class='xr-var-data-in' type='checkbox'><label for='data-7c75c099-2d20-4e8d-9b6b-17b3a9d75705' 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>ocean model level</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>description :</span></dt><dd>generic ocean model vertical coordinate (nondimensional or dimensional)</dd><dt><span>axis :</span></dt><dd>Z</dd></dl></div><div class='xr-var-data'><pre>array([2.5000e+00, 1.0000e+01, 2.0000e+01, 3.2500e+01, 5.1250e+01, 7.5000e+01,\n",
" 1.0000e+02, 1.2500e+02, 1.5625e+02, 2.0000e+02, 2.5000e+02, 3.1250e+02,\n",
" 4.0000e+02, 5.0000e+02, 6.0000e+02, 7.0000e+02, 8.0000e+02, 9.0000e+02,\n",
" 1.0000e+03, 1.1000e+03, 1.2000e+03, 1.3000e+03, 1.4000e+03, 1.5375e+03,\n",
" 1.7500e+03, 2.0625e+03, 2.5000e+03, 3.0000e+03, 3.5000e+03, 4.0000e+03,\n",
- " 4.5000e+03, 5.0000e+03, 5.5000e+03, 6.0000e+03, 6.5000e+03])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5fa8bc47-5916-4f1f-b85b-5b3215168145' class='xr-section-summary-in' type='checkbox' checked><label for='section-5fa8bc47-5916-4f1f-b85b-5b3215168145' 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>thetao</span></div><div class='xr-var-dims'>(time, lev, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(240, 35, 180, 360), meta=np.ndarray&gt;</div><input id='attrs-fd2bc55a-77c6-43e2-b0d6-19efc1c68edb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd2bc55a-77c6-43e2-b0d6-19efc1c68edb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dce97a9d-2526-4ae3-9e66-7dcd7c8e3b19' class='xr-var-data-in' type='checkbox'><label for='data-dce97a9d-2526-4ae3-9e66-7dcd7c8e3b19' 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>Sea Water Potential Temperature</dd><dt><span>units :</span></dt><dd>degC</dd><dt><span>cell_methods :</span></dt><dd>area: mean where sea time: mean</dd><dt><span>standard_name :</span></dt><dd>sea_water_potential_temperature</dd><dt><span>interp_method :</span></dt><dd>conserve_order1</dd><dt><span>original_name :</span></dt><dd>thetao</dd><dt><span>comment :</span></dt><dd>Model data on the 1x1 grid includes values in all cells for which any ocean exists on the native grid. For mapping purposes, we recommend using a land mask such as World Ocean Atlas to cover these areas of partial land. For calculating approximate integrals, we recommend multiplying by cell volume (volcello).</dd></dl></div><div class='xr-var-data'><table>\n",
+ " 4.5000e+03, 5.0000e+03, 5.5000e+03, 6.0000e+03, 6.5000e+03])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a2ad6c5d-f4e3-4b3c-851d-1f5e6e576392' class='xr-section-summary-in' type='checkbox' checked><label for='section-a2ad6c5d-f4e3-4b3c-851d-1f5e6e576392' 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>thetao</span></div><div class='xr-var-dims'>(time, lev, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(240, 35, 180, 360), meta=np.ndarray&gt;</div><input id='attrs-a9289322-a4ac-4aa3-a1df-10f073273932' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9289322-a4ac-4aa3-a1df-10f073273932' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-483a5d98-7191-4138-af70-9aef262321ae' class='xr-var-data-in' type='checkbox'><label for='data-483a5d98-7191-4138-af70-9aef262321ae' 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>Sea Water Potential Temperature</dd><dt><span>units :</span></dt><dd>degC</dd><dt><span>cell_methods :</span></dt><dd>area: mean where sea time: mean</dd><dt><span>standard_name :</span></dt><dd>sea_water_potential_temperature</dd><dt><span>interp_method :</span></dt><dd>conserve_order1</dd><dt><span>original_name :</span></dt><dd>thetao</dd><dt><span>comment :</span></dt><dd>Model data on the 1x1 grid includes values in all cells for which any ocean exists on the native grid. For mapping purposes, we recommend using a land mask such as World Ocean Atlas to cover these areas of partial land. For calculating approximate integrals, we recommend multiplying by cell volume (volcello).</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
"</svg>\n",
" </td>\n",
" </tr>\n",
- "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-b727fb14-d5e6-48e3-90ce-b1d45a7dd2c3' class='xr-section-summary-in' type='checkbox' ><label for='section-b727fb14-d5e6-48e3-90ce-b1d45a7dd2c3' class='xr-section-summary' >Attributes: <span>(44)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>NOAA GFDL GFDL-CM4 model output prepared for CMIP6 OMIP experiment forced by CORE Inter-Annual Forcing (CIAF) version 2.0 and initialized with observed physical and biogeochemical ocean data</dd><dt><span>history :</span></dt><dd>File was processed by fremetar (GFDL analog of CMOR). TripleID: [exper_id_TFN7SZc1yU,realiz_id_HX30DNwWjL,run_id_aOuCxFhBdP]</dd><dt><span>external_variables :</span></dt><dd>areacello volcello</dd><dt><span>table_id :</span></dt><dd>Omon</dd><dt><span>activity_id :</span></dt><dd>OMIP</dd><dt><span>branch_method :</span></dt><dd>none provided</dd><dt><span>branch_time_in_child :</span></dt><dd>[0.]</dd><dt><span>comment :</span></dt><dd>Experiment name = OM4p25_IAF_BLING_csf_rerun\n",
+ "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-a19c8fc0-2401-44e1-b39c-136bd648f9f7' class='xr-section-summary-in' type='checkbox' ><label for='section-a19c8fc0-2401-44e1-b39c-136bd648f9f7' class='xr-section-summary' >Attributes: <span>(44)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>NOAA GFDL GFDL-CM4 model output prepared for CMIP6 OMIP experiment forced by CORE Inter-Annual Forcing (CIAF) version 2.0 and initialized with observed physical and biogeochemical ocean data</dd><dt><span>history :</span></dt><dd>File was processed by fremetar (GFDL analog of CMOR). TripleID: [exper_id_TFN7SZc1yU,realiz_id_HX30DNwWjL,run_id_aOuCxFhBdP]</dd><dt><span>external_variables :</span></dt><dd>areacello volcello</dd><dt><span>table_id :</span></dt><dd>Omon</dd><dt><span>activity_id :</span></dt><dd>OMIP</dd><dt><span>branch_method :</span></dt><dd>none provided</dd><dt><span>branch_time_in_child :</span></dt><dd>[0.]</dd><dt><span>comment :</span></dt><dd>Experiment name = OM4p25_IAF_BLING_csf_rerun\n",
"For more information please refer to the\n",
"&lt;a href=&quot;https://github.com/NOAA-GFDL/MOM6-examples/wiki&quot;&gt; MOM6 Wiki. &lt;/a&gt;</dd><dt><span>contact :</span></dt><dd>gfdl.climate.model.info@noaa.gov</dd><dt><span>Conventions :</span></dt><dd>CF-1.7 CMIP-6.0 UGRID-1.0</dd><dt><span>creation_date :</span></dt><dd>2019-06-04T20:37:54Z</dd><dt><span>data_specs_version :</span></dt><dd>01.00.27</dd><dt><span>experiment :</span></dt><dd>OMIP experiment forced by CORE Inter-Annual Forcing (CIAF) version 2.0 and initialized with observed physical and biogeochemical ocean data</dd><dt><span>experiment_id :</span></dt><dd>omip1</dd><dt><span>forcing_index :</span></dt><dd>[1]</dd><dt><span>frequency :</span></dt><dd>mon</dd><dt><span>further_info_url :</span></dt><dd>https://furtherinfo.es-doc.org/CMIP6.NOAA-GFDL.GFDL-CM4.omip1.none.r1i1p1f1</dd><dt><span>grid :</span></dt><dd>ocean data regridded from tripolar - nominal 0.25 deg latitude/longitude to 180,360; interpolation method: conserve_order1</dd><dt><span>grid_label :</span></dt><dd>gr</dd><dt><span>initialization_index :</span></dt><dd>[1]</dd><dt><span>institution :</span></dt><dd>National Oceanic and Atmospheric Administration, Geophysical Fluid Dynamics Laboratory, Princeton, NJ 08540, USA</dd><dt><span>institution_id :</span></dt><dd>NOAA-GFDL</dd><dt><span>license :</span></dt><dd>CMIP6 model data produced by NOAA-GFDL is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law.</dd><dt><span>mip_era :</span></dt><dd>CMIP6</dd><dt><span>nominal_resolution :</span></dt><dd>1x1 degree</dd><dt><span>parent_activity_id :</span></dt><dd>no parent</dd><dt><span>parent_experiment_id :</span></dt><dd>no parent</dd><dt><span>parent_mip_era :</span></dt><dd>no parent</dd><dt><span>parent_source_id :</span></dt><dd>no parent</dd><dt><span>parent_variant_label :</span></dt><dd>no parent</dd><dt><span>physics_index :</span></dt><dd>[1]</dd><dt><span>product :</span></dt><dd>model-output</dd><dt><span>realization_index :</span></dt><dd>[1]</dd><dt><span>realm :</span></dt><dd>ocean</dd><dt><span>source :</span></dt><dd>GFDL-CM4 (2018): \n",
"aerosol: interactive\n",
" variant_label: r1i1p1f1"
]
},
- "execution_count": 3,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 5,
"id": "8c3a47bf",
"metadata": {},
"outputs": [
"<FilePattern {'time': 15}>"
]
},
- "execution_count": 4,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"id": "22fb5785-f8fd-4b2d-b6ef-5377ab6691b5",
"metadata": {},
"outputs": [
"HDFReferenceRecipe(file_pattern=<FilePattern {'time': 15}>, output_json_fname='reference.json', output_intake_yaml_fname='reference.yaml', target=None, metadata_cache=None, netcdf_storage_options={'anon': True}, inline_threshold=500, output_storage_options={}, template_count=20, xarray_open_kwargs={'decode_coords': 'all'}, xarray_concat_args={})"
]
},
- "execution_count": 5,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
"\n",
"rec = HDFReferenceRecipe(\n",
" pattern,\n",
- " xarray_open_kwargs={\"decode_coords\": \"all\"}\n",
+ " xarray_open_kwargs={\"decode_coords\": \"all\"},\n",
" netcdf_storage_options={\"anon\": True}\n",
")\n",
"rec"
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"id": "9a5633fa",
"metadata": {},
"outputs": [],
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": null,
"id": "ef67a5ec",
"metadata": {},
"outputs": [
"name": "stdout",
"output_type": "stream",
"text": [
- "[##################################### ] | 94% Completed | 42min 19.8s"
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/opt/miniconda3/envs/pangeo-forge-recipes/lib/python3.9/site-packages/fsspec_reference_maker/combine.py:290: UserWarning: Variable(s) referenced in cell_measures not in variables: ['areacello', 'volcello']\n",
- " dss = [xr.open_dataset(m, engine=\"zarr\", chunks={}, **xr_kwargs_copy)\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[########################################] | 100% Completed | 42min 22.9s\n"
+ "[ ] | 0% Completed | 9.2s"
]
}
],

fix reference_cmip6