Dataset Open Access

A global inventory of solar photovoltaic generating units - dataset

Kruitwagen, Lucas; Story, Kyle; Friedrich, Johannes; Byers, Logan; Skillman, Sam; Hepburn, Cameron


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.5005868">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.5005868</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0003-2663-395X">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0003-2663-395X</dct:identifier>
        <foaf:name>Kruitwagen, Lucas</foaf:name>
        <foaf:givenName>Lucas</foaf:givenName>
        <foaf:familyName>Kruitwagen</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Oxford</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Story, Kyle</foaf:name>
        <foaf:givenName>Kyle</foaf:givenName>
        <foaf:familyName>Story</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Descartes Labs Inc</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Friedrich, Johannes</foaf:name>
        <foaf:givenName>Johannes</foaf:givenName>
        <foaf:familyName>Friedrich</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>World Resources Institute</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Byers, Logan</foaf:name>
        <foaf:givenName>Logan</foaf:givenName>
        <foaf:familyName>Byers</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>World Resources Institute</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Skillman, Sam</foaf:name>
        <foaf:givenName>Sam</foaf:givenName>
        <foaf:familyName>Skillman</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Descartes Labs Inc</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Hepburn, Cameron</foaf:name>
        <foaf:givenName>Cameron</foaf:givenName>
        <foaf:familyName>Hepburn</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of Oxford</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>A global inventory of solar photovoltaic generating units - dataset</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2021</dct:issued>
    <dcat:keyword>photovoltaic solar</dcat:keyword>
    <dcat:keyword>remote sensing</dcat:keyword>
    <dcat:keyword>geospatial data</dcat:keyword>
    <dcat:keyword>computer vision</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2021-10-27</dct:issued>
    <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/>
    <owl:sameAs rdf:resource="https://zenodo.org/record/5005868"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/5005868</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.5005867"/>
    <owl:versionInfo>1.0.0</owl:versionInfo>
    <dct:description>&lt;p&gt;This is the data repository accompanying Kruitwagen, L., Story, K., Friedrich, J., Byers, L., Skillman, S., &amp;amp; Hepburn, C. (2021) A global inventory of photovoltaic solar generating units, &lt;strong&gt;Nature, &lt;/strong&gt;&lt;em&gt;forthcoming&lt;/em&gt;. This repository contains the training, cross-validation, test, and predicted data set as described in the publication. The contents of this repository are briefly summarised here, see the publication for further details.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Repository contents:&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;&lt;em&gt;trn_tiles.geojson:&amp;nbsp;&lt;/em&gt;18,570&amp;nbsp;rectangular areas-of-interest used for sampling training patch data.&lt;/p&gt; &lt;p&gt;&lt;em&gt;trn_polygons.geojson:&amp;nbsp;&lt;/em&gt;36,882&amp;nbsp;polygons obtained from OSM in 2017&amp;nbsp;used to label training patches.&lt;/p&gt; &lt;p&gt;&lt;em&gt;cv_tiles.geojson:&amp;nbsp;&lt;/em&gt;560&amp;nbsp;rectangular areas-of-interest used for sampling cross-validation data seeded from &lt;a href="https://www.wri.org/research/global-database-power-plants"&gt;WRI GPPDB&lt;/a&gt;&lt;/p&gt; &lt;p&gt;&lt;em&gt;cv_polygons.geojson:&amp;nbsp;&lt;/em&gt;6,281 polygons corresponding to all PV solar generating units present in cv_tiles.geojson at the end of 2018.&lt;/p&gt; &lt;p&gt;&lt;em&gt;test_tiles.geojson:&amp;nbsp;&lt;/em&gt;122 rectangular regions-of-interest used for building the test set.&lt;/p&gt; &lt;p&gt;&lt;em&gt;test_polygons.geojson: &lt;/em&gt;7,263 polygons corresponding to all utility-scale (&amp;gt;10kW) solar generating units present in test_tiles.geojson at the end of 2018.&lt;/p&gt; &lt;p&gt;&lt;em&gt;predicted_polygons.geojson:&amp;nbsp;&lt;/em&gt;68,661 polygons corresponding to predicted polygons in global deployment, capturing the status of deployed photovoltaic solar energy generating capacity at the end of 2018.&lt;/p&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>2584252</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/cv_polygons.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>715132</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/cv_tiles.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>82539694</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/global_pv_inventory_all.zip"/>
        <dcat:mediaType>application/zip</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>274514186</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/predicted_set.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>6410979</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/test_polygons.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>160025</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/test_tiles.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>17227983</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/trn_polygons.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.5005868"/>
        <dcat:byteSize>9161885</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/5005868/files/trn_tiles.geojson"/>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>
6,984
4,401
views
downloads
All versions This version
Views 6,9846,984
Downloads 4,4014,401
Data volume 568.7 GB568.7 GB
Unique views 5,3075,307
Unique downloads 1,2611,261

Share

Cite as