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
More info on how stats are collected.
Indexed in
Publication date:
October 27, 2021
DOI:
10.5281/zenodo.5005868

Zenodo DOI Badge

DOI 

10.5281/zenodo.5005868

Markdown 

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5005868.svg)](https://doi.org/10.5281/zenodo.5005868)

reStructedText 

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.5005868.svg
   :target: https://doi.org/10.5281/zenodo.5005868

HTML 

<a href="https://doi.org/10.5281/zenodo.5005868"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.5005868.svg" alt="DOI"></a>

Image URL 

https://zenodo.org/badge/DOI/10.5281/zenodo.5005868.svg

Target URL 

https://doi.org/10.5281/zenodo.5005868

Keyword(s):
photovoltaic solar remote sensing geospatial data computer vision
License (for files):
Creative Commons Attribution 4.0 International

Versions

Version 1.0.0 10.5281/zenodo.5005868 Oct 27, 2021
Cite all versions? You can cite all versions by using the DOI 10.5281/zenodo.5005867. This DOI represents all versions, and will always resolve to the latest one. Read more.

Share

Cite as

Export