March 30, 2022 Dataset Restricted Access

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

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="999" ind1="C" ind2="5">
    <subfield code="x">https://esacortexproject.agenium-space.com/</subfield>
  </datafield>
  <datafield tag="999" ind1="C" ind2="5">
    <subfield code="x">De Vieilleville, François; Lagrange, Adrien; Ruiloba, Rosa and Le Saux, Bertrand, "CORTEX: Deep Learning processing for improving small sat capabilities", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020</subfield>
  </datafield>
  <datafield tag="999" ind1="C" ind2="5">
    <subfield code="x">Lagrange, Adrien; De Vieilleville, François; 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 Φ-WEEK 2020 , 28 September - 02 October 2020</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Sentinel-2</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">ship detection</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">transfer learning</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">AIS</subfield>
  </datafield>
  <controlfield tag="005">20220331015006.0</controlfield>
  <controlfield tag="001">6394031</controlfield>
  <datafield tag="711" ind1=" " ind2=" ">
    <subfield code="d">28 September - 02 October 2020</subfield>
    <subfield code="g">Φ-WEEK, Phi-week</subfield>
    <subfield code="a">ESA EO Φ-WEEK 2020</subfield>
    <subfield code="c">Virtual Event</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">AGENIUM Space</subfield>
    <subfield code="a">Adrien Lagrange</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">AGENIUM Space</subfield>
    <subfield code="a">Nicolas Dublé</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">ESA</subfield>
    <subfield code="a">Bertrand Le Saux</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">restricted</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="y">Conference website</subfield>
    <subfield code="u">https://phiweek.esa.int/</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2022-03-30</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="o">oai:zenodo.org:6394031</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">AGENIUM Space</subfield>
    <subfield code="a">François De Vieilleville</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Sentinel-2 dataset for ship detection</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&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;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.3923840</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.6394031</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>