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