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Sentinel-2 dataset for ship detection

Rosa Ruiloba; François De Vieilleville; Adrien Lagrange; Bertrand Le Saux


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  <identifier identifierType="DOI">10.5281/zenodo.3923841</identifier>
  <creators>
    <creator>
      <creatorName>Rosa Ruiloba</creatorName>
      <affiliation>AGENIUM Space</affiliation>
    </creator>
    <creator>
      <creatorName>François De Vieilleville</creatorName>
      <affiliation>AGENIUM Space</affiliation>
    </creator>
    <creator>
      <creatorName>Adrien Lagrange</creatorName>
      <affiliation>AGENIUM Space</affiliation>
    </creator>
    <creator>
      <creatorName>Bertrand Le Saux</creatorName>
      <affiliation>ESA</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Sentinel-2 dataset for ship detection</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>Sentinel-2</subject>
    <subject>ship detection</subject>
    <subject>transfer learning</subject>
    <subject>AIS</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-06-30</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3923841</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3923840</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.1</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/restrictedAccess">Restricted Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This database was generated by AGENIUM Space in the framework of the CORTEX project (https://esacortexproject.agenium-space.com/) funded by ESA.&lt;/p&gt;

&lt;p&gt;The database was created using Sentinel-2 images distributed through the Copernicus open access hub (https://www.copernicus.eu/en, https://scihub.copernicus.eu/) and AIS (Automatic Identification System) data.&amp;nbsp; Sentinel-2 images are all L1C products acquired in Danish sovereign waters in 2019. Danish government made available the AIS (Automatic Identification System) data around Denmark from 2009 until now ( https://www.dma.dk/SikkerhedTilSoes/Sejladsinformation/AIS/Sider/default.aspx ). More specifically, 14 tiles were selected, each of them with a cloud coverage below 10% according to the cloud mask products.&lt;/p&gt;

&lt;p&gt;Three DBs are provided. Their description is given in&amp;nbsp; S2-Ships-DB-description.pdf document attached to the DB.&lt;/p&gt;

&lt;p&gt;This work is funded by a contract in the framework of the &lt;strong&gt;EO SCIENCE FOR SOCIETY&lt;/strong&gt; PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.&lt;/p&gt;</description>
    <description descriptionType="Other">{"references": ["https://esacortexproject.agenium-space.com/", "De Vieilleville, Fran\u00e7ois; Lagrange, Adrien; Ruiloba, Rosa and Le Saux, Bertrand, \"CORTEX: Deep Learning processing for improving small sat capabilities\", ESA EO \u03a6-WEEK 2020 , 28 September - 02 October 2020", "Lagrange, Adrien; De Vieilleville, Fran\u00e7ois; Ruiloba, Rosa, Le Saux, Bertrand and Mathieu, Pierre-Philippe, \"CORTEX: Open training datasets of Sentinel images : ships (Sentinel-2) and refugee camps detection (Sentinel-1&amp;2)\", ESA EO \u03a6-WEEK 2020 , 28 September - 02 October 2020"]}</description>
  </descriptions>
</resource>
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