Dataset Restricted Access

Sentinel-2 dataset for ship detection

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


JSON-LD (schema.org) Export

{
  "description": "<p>This database is a rework of the database built for the first phase of CORTEX project&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.</p>\n\n<p>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 &nbsp;&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.</p>\n\n<p>The DB description is given in AIS_Sentinel2_ships_db_CCN-CORTEX-TN-AS-011_1_0.pdf document attached to the zip file.</p>\n\n<p>This work is funded by a contract in the framework of the <strong>EO SCIENCE FOR SOCIETY</strong> PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.</p>", 
  "creator": [
    {
      "affiliation": "AGENIUM Space", 
      "@type": "Person", 
      "name": "Fran\u00e7ois De Vieilleville"
    }, 
    {
      "affiliation": "AGENIUM Space", 
      "@type": "Person", 
      "name": "Adrien Lagrange"
    }, 
    {
      "affiliation": "AGENIUM Space", 
      "@type": "Person", 
      "name": "Nicolas Dubl\u00e9"
    }, 
    {
      "affiliation": "ESA", 
      "@type": "Person", 
      "name": "Bertrand Le Saux"
    }
  ], 
  "url": "https://zenodo.org/record/6394031", 
  "datePublished": "2022-03-30", 
  "version": "1.2", 
  "@type": "Dataset", 
  "keywords": [
    "Sentinel-2", 
    "ship detection", 
    "transfer learning", 
    "AIS"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.6394031", 
  "@id": "https://doi.org/10.5281/zenodo.6394031", 
  "workFeatured": {
    "url": "https://phiweek.esa.int/", 
    "alternateName": "\u03a6-WEEK, Phi-week", 
    "location": "Virtual Event", 
    "@type": "Event", 
    "name": "ESA EO \u03a6-WEEK 2020"
  }, 
  "name": "Sentinel-2 dataset for ship detection"
}
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