Dataset Restricted Access

Sentinel-2 dataset for ship detection

François De Vieilleville; Adrien Lagrange; Nicolas Dublé; Bertrand Le Saux


DataCite XML Export

<?xml version='1.0' encoding='utf-8'?>
<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.6394031</identifier>
  <creators>
    <creator>
      <creatorName>François De Vieilleville</creatorName>
      <affiliation>AGENIUM Space</affiliation>
    </creator>
    <creator>
      <creatorName>Adrien Lagrange</creatorName>
      <affiliation>AGENIUM Space</affiliation>
    </creator>
    <creator>
      <creatorName>Nicolas Dublé</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>2022</publicationYear>
  <subjects>
    <subject>Sentinel-2</subject>
    <subject>ship detection</subject>
    <subject>transfer learning</subject>
    <subject>AIS</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2022-03-30</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/6394031</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3923840</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.2</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/restrictedAccess">Restricted Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This database is a rework of the database built for the first phase of CORTEX project&amp;nbsp;(https://esacortexproject.agenium-space.com/) funded by ESA. The creation process of the DB was redesigned, and new Sentinel2 acquisitions were included into the dataset.&lt;/p&gt;

&lt;p&gt;Like the previous database, it was generated using Sentinel-2 images distributed through the Copernicus open access hub (https://www.copernicus.eu/en, https://scihub.copernicus.eu/). These Sentinel-2 images are L1C products acquired in Danish sovereign waters in 2019, 2021 and 2022. More specifically, 31 10980x10980 L1C sentinel-2 products &amp;nbsp;&amp;nbsp;were selected (25 for the train dataset, 6 for the test dataset), each of them with a cloud coverage below 10% according to the cloud mask products. The database gathers small (80x80) tiles extracted from Sentinel-2 products.&lt;/p&gt;

&lt;p&gt;The DB description is given in AIS_Sentinel2_ships_db_CCN-CORTEX-TN-AS-011_1_0.pdf document attached to the zip file.&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>
1,052
74
views
downloads
All versions This version
Views 1,05263
Downloads 742
Data volume 1.9 GB791.5 kB
Unique views 78450
Unique downloads 452

Share

Cite as