Dataset Open Access

Pre-processed data of atlas in EUCP-WP2

Liu, Yang; Kalverla, Peter; Alidoost, Fakhereh; Verhoeven, Stefan; Vreede, Barbara; Booth, Ben; Coppola, Erika; Nogherotto, Rita; Brunner, Lukas; Harris, Glen; Qasmi, Said; Ballinger, Andrew; Hegerl, Gabriele; McSweeney, Carol; O'Reilly, Christopher; Palmer, Tamzin; Ribes, Aurélien; de Vries, Hylke


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    "description": "<p>Outputs from the probabilistic projection methods developed or assessed in the European Climate Projection system (EUCP) Horizon2020 project. The data can be previewed through our <a href=\"https://eucp-project.github.io/atlas/\">interactive atlas</a>.</p>\n\n<p>For more information, see the <a href=\"https://eucp-project.github.io/atlas/about\">atlas about page</a>, or the corresponding <a href=\"https://eucp-project.github.io/storyboards/atlas/1_intro\">storyboard</a>.</p>\n\n<p>&nbsp;</p>\n\n<p><strong>Preprocessed data of Atlas in EUCP-WP2</strong></p>\n\n<p>We provide some notebooks that check the original/raw data, fix/add the metadata using CF-conventions&nbsp;<a href=\"https://cfconventions.org/Data/cf-conventions/cf-conventions-1.9/cf-conventions.html\">https://cfconventions.org/Data/cf-conventions/cf-conventions-1.9/cf-conventions.html</a>&nbsp;and save data in a NetCDF format. See&nbsp;<a href=\"https://github.com/eucp-project/atlas/blob/main/python/README.md\">https://github.com/eucp-project/atlas/blob/main/python/README.md</a>.</p>\n\n<p>The pre-processed data follows the following standards:</p>\n\n<p><strong>coordinates</strong></p>\n\n<ul>\n\t<li>climatology_bounds (climatology_bounds) datetime64[ns] [&#39;2050-06-01&#39;, &#39;2050-09-01&#39;, &#39;2050-12-01&#39;, &#39;2051-03-01&#39;]</li>\n\t<li>time (time) (datetime64[ns]) [2050-07-16 2051-01-16] # &quot;JJA&quot;, &quot;DJF&quot;</li>\n\t<li>latitude (lat) (float64) [30, ..., 75]</li>\n\t<li>longitude (lon) (float64) [-10, ..., 40]</li>\n\t<li>percentile (percentile) (int64) [10, 25, 50, 75, 90]</li>\n</ul>\n\n<p><strong>variables</strong></p>\n\n<ul>\n\t<li>tas (time, latitude, longitude, percentile) (float64)</li>\n\t<li>pr (time, latitude, longitude, percentile) (float64)</li>\n</ul>\n\n<p><strong>attributes</strong></p>\n\n<p>The attributes of variables and coordinates are defined as:</p>\n\n<ul>\n\t<li>&quot;tas&quot;: {<br>\n\t&quot;description&quot;: &quot;Change in Air Temperature&quot;,<br>\n\t&quot;standard_name&quot;: &quot;Change in Air Temperature&quot;,<br>\n\t&quot;long_name&quot;: &quot;Change in Near-Surface Air Temperature&quot;,<br>\n\t&quot;units&quot;: &quot;K&quot;,<br>\n\t&quot;cell_methods&quot;: &quot;time: mean changes over 20 years 2041-2060 vs 1995-2014&quot;,<br>\n\t},</li>\n\t<li>&quot;pr&quot;: {<br>\n\t&quot;description&quot;: &quot;Relative precipitation&quot;,<br>\n\t&quot;standard_name&quot;: &quot;Relative precipitation&quot;,<br>\n\t&quot;long_name&quot;: &quot;Relative precipitation&quot;,<br>\n\t&quot;units&quot;: &quot;%&quot;,<br>\n\t&quot;cell_methods&quot;: &quot;time: mean changes over 20 years 2041-2060 vs 1995-2014&quot;,<br>\n\t},</li>\n\t<li>&quot;latitude&quot;: {&quot;units&quot;: &quot;degrees_north&quot;, &quot;long_name&quot;: &quot;latitude&quot;, &quot;axis&quot;: &quot;Y&quot;},</li>\n\t<li>&quot;longitude&quot;: {&quot;units&quot;: &quot;degrees_east&quot;, &quot;long_name&quot;: &quot;longitude&quot;, &quot;axis&quot;: &quot;X&quot;},</li>\n\t<li>&quot;time&quot;: {<br>\n\t&quot;climatology&quot;: &quot;climatology_bounds&quot;,<br>\n\t&quot;long_name&quot;: &quot;time&quot;,<br>\n\t&quot;axis&quot;: &quot;T&quot;,<br>\n\t&quot;climatology_bounds&quot;: [&quot;2050-6-1&quot;, &quot;2050-9-1&quot;, &quot;2050-12-1&quot;, &quot;2051-3-1&quot;],<br>\n\t&quot;description&quot;: &quot;mean changes over 20 years 2041-2060 vs 1995-2014. The mid point 2050 is chosen as the representative time.&quot;,<br>\n\t},</li>\n\t<li>&quot;percentile&quot;: {&quot;units&quot;: &quot;%&quot;, &quot;long_name&quot;: &quot;percentile&quot;, &quot;axis&quot;: &quot;Z&quot;},</li>\n</ul>\n\n<p>The attributes of the data is defined as:</p>\n\n<ul>\n\t<li>&quot;description&quot;: &quot;Contains modified&nbsp;<code>institute</code>&nbsp;<code>method</code>&nbsp;data used for Atlas in EUCP project.&quot;,</li>\n\t<li>&quot;history&quot;: &quot;original&nbsp;<code>institute</code>&nbsp;<code>method</code>&nbsp;data files ...&quot;,</li>\n</ul>\n\n<p><strong>output file names</strong></p>\n\n<p>output_file_name =&nbsp;<code>prefix_activity_institution-id_source_method_sub-method_cmor-var</code></p>\n\n<p>example: atlas_EUCP_CNRM_CMIP6_KCC_cons_tas.nc</p>\n\n<p><strong>Reference</strong>:</p>\n\n<p><a href=\"https://eucp-project.github.io/atlas/about\">https://eucp-project.github.io/atlas/about</a></p>"
  }
}
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