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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  <identifier identifierType="DOI">10.5281/zenodo.5707194</identifier>
  <creators>
    <creator>
      <creatorName>Liu, Yang</creatorName>
      <givenName>Yang</givenName>
      <familyName>Liu</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-1966-8460</nameIdentifier>
      <affiliation>Netherlands eScience Center</affiliation>
    </creator>
    <creator>
      <creatorName>Kalverla, Peter</creatorName>
      <givenName>Peter</givenName>
      <familyName>Kalverla</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-5025-7862</nameIdentifier>
      <affiliation>Netherlands eScience Center</affiliation>
    </creator>
    <creator>
      <creatorName>Alidoost, Fakhereh</creatorName>
      <givenName>Fakhereh</givenName>
      <familyName>Alidoost</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-8407-6472</nameIdentifier>
      <affiliation>Netherlands eScience Center</affiliation>
    </creator>
    <creator>
      <creatorName>Verhoeven, Stefan</creatorName>
      <givenName>Stefan</givenName>
      <familyName>Verhoeven</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-5821-2060</nameIdentifier>
      <affiliation>Netherlands eScience Center</affiliation>
    </creator>
    <creator>
      <creatorName>Vreede, Barbara</creatorName>
      <givenName>Barbara</givenName>
      <familyName>Vreede</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-5023-4601</nameIdentifier>
      <affiliation>Netherlands eScience Center</affiliation>
    </creator>
    <creator>
      <creatorName>Booth, Ben</creatorName>
      <givenName>Ben</givenName>
      <familyName>Booth</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-0715-2141</nameIdentifier>
      <affiliation>UK Met Office</affiliation>
    </creator>
    <creator>
      <creatorName>Coppola, Erika</creatorName>
      <givenName>Erika</givenName>
      <familyName>Coppola</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-6944-5815</nameIdentifier>
      <affiliation>The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy</affiliation>
    </creator>
    <creator>
      <creatorName>Nogherotto, Rita</creatorName>
      <givenName>Rita</givenName>
      <familyName>Nogherotto</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-1718-542X</nameIdentifier>
      <affiliation>The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy; Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Trieste, Italy</affiliation>
    </creator>
    <creator>
      <creatorName>Brunner, Lukas</creatorName>
      <givenName>Lukas</givenName>
      <familyName>Brunner</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5760-4524</nameIdentifier>
      <affiliation>ETH Zurich</affiliation>
    </creator>
    <creator>
      <creatorName>Harris, Glen</creatorName>
      <givenName>Glen</givenName>
      <familyName>Harris</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9259-7964</nameIdentifier>
      <affiliation>UK Met Office</affiliation>
    </creator>
    <creator>
      <creatorName>Qasmi, Said</creatorName>
      <givenName>Said</givenName>
      <familyName>Qasmi</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-1825-3896</nameIdentifier>
      <affiliation>Centre National de Recherches Météorologiques</affiliation>
    </creator>
    <creator>
      <creatorName>Ballinger, Andrew</creatorName>
      <givenName>Andrew</givenName>
      <familyName>Ballinger</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3704-1976</nameIdentifier>
      <affiliation>University of Edinburgh</affiliation>
    </creator>
    <creator>
      <creatorName>Hegerl, Gabriele</creatorName>
      <givenName>Gabriele</givenName>
      <familyName>Hegerl</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-4159-1295</nameIdentifier>
      <affiliation>University of Edinburgh</affiliation>
    </creator>
    <creator>
      <creatorName>McSweeney, Carol</creatorName>
      <givenName>Carol</givenName>
      <familyName>McSweeney</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-8898-2093</nameIdentifier>
      <affiliation>UK Met Office</affiliation>
    </creator>
    <creator>
      <creatorName>O'Reilly, Christopher</creatorName>
      <givenName>Christopher</givenName>
      <familyName>O'Reilly</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8630-1650</nameIdentifier>
      <affiliation>Reading University</affiliation>
    </creator>
    <creator>
      <creatorName>Palmer, Tamzin</creatorName>
      <givenName>Tamzin</givenName>
      <familyName>Palmer</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8889-5595</nameIdentifier>
      <affiliation>UK Met Office</affiliation>
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    <creator>
      <creatorName>Ribes, Aurélien</creatorName>
      <givenName>Aurélien</givenName>
      <familyName>Ribes</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5102-7885</nameIdentifier>
      <affiliation>Centre National de Recherches Météorologiques</affiliation>
    </creator>
    <creator>
      <creatorName>de Vries, Hylke</creatorName>
      <givenName>Hylke</givenName>
      <familyName>de Vries</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-6124-1102</nameIdentifier>
      <affiliation>Royal Netherlands Meteorological Institute (KNMI)</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Pre-processed data of atlas in EUCP-WP2</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>climate</subject>
    <subject>EUCP</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-11-17</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/5707194</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.5645153</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/zenodo</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0.3</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&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;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/H2020/776613/">776613</awardNumber>
      <awardTitle>European Climate Prediction system</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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