Dataset Restricted Access

Sentinel-1 and Sentinel-2 database for refugee camps detection

Rosa Ruiloba; François De Vieilleville; Adrien Lagrange; Bertrand Le Saux; Mathieu Pierre-Philippe


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="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Sentinel-1</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Sentinel-2</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">refugee camps</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Deep Learning</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">CORTEX project</subfield>
  </datafield>
  <controlfield tag="005">20220121102711.0</controlfield>
  <controlfield tag="001">3924349</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">François De Vieilleville</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">ESA</subfield>
    <subfield code="a">Bertrand Le Saux</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">ESA</subfield>
    <subfield code="a">Mathieu Pierre-Philippe</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">2020-07-01</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="o">oai:zenodo.org:3924349</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">AGENIUM Space</subfield>
    <subfield code="a">Rosa Ruiloba</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Sentinel-1 and Sentinel-2 database for refugee camps detection</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&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;Database of pairs of Sentinel-1 and Sentinel-2 images&amp;nbsp;(https://www.copernicus.eu/en, https://scihub.copernicus.eu/) which&amp;nbsp; contain the same region where a refugee camp (from those identified by the UNHCR) is present. Original Copernicus images were acquired between 2017 and 2019.&lt;/p&gt;

&lt;p&gt;The Sentinel-1 images come from the IW mode and are GRD product from both ascending and descending orbits. The Sentinel-2 images are surface reflectance products (L2A). The initial targeted application is to perform style transfer to generate a Sentinel-2 lookalike from a Sentinel-1 image. The database focuses on refugees&amp;rsquo; camps in the Middle East area. As said, the locations of 39 camps were retrieved from the UNHCR (United Nations refugee agency) website (https://www.unhcr.org/).&lt;/p&gt;

&lt;p&gt;More details are provided in attached document S1-S2-RefugeeCamps-DB-description.pdf&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.3924348</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3924349</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>
147
24
views
downloads
All versions This version
Views 147147
Downloads 2424
Data volume 3.0 GB3.0 GB
Unique views 122122
Unique downloads 2121

Share

Cite as