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Sentinel-2 dataset for ship detection

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

This database was generated by AGENIUM Space in the framework of the CORTEX project (https://esacortexproject.agenium-space.com/) funded by ESA.

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.  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.

Three DBs are provided. Their description is given in  S2-Ships-DB-description.pdf document attached to the DB.

This work is funded by a contract in the framework of the EO SCIENCE FOR SOCIETY PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.

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Copyright 2020 AGENIUM SPACE

Ref: AG-RR-2020-08-27-2390_Licence-S2-DB_AGENIUM Space

The Data base “Sentinel-2-Ships” in the directory AIS_sentinel2/ is delivered under Attribution-NonCommercial-ShareAlike CC BY-NC-SA:

https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode, (see Licence-DB-Sentinel-2-Ships-AGENIUMSpace-v1.2.pdf attached to the dataset). .

The Data base has been created from Copernicus Sentinel data (Sentinel-2) 2019.

The above copyright notice, this permission notice and citation rules shall be included in all copies or substantial portions of the Data base.

THE DATA BASE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE DATA BASE OR THE USE OR OTHER DEALINGS IN THE DATA BASE.

HOW TO CITE:

In addition to properly cite this dataset, it is mandatory that the following work be cited too, when using this dataset in a publication :

This database was performed by AGENIUM Space and funded by the European Space Agency (ESA) in the framework of the EO SCIENCE FOR SOCIETY PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency. CORTEX project, ESA/Contract n° 4000129073/19/I-DT.

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&2)", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020


  • https://esacortexproject.agenium-space.com/

  • 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

  • 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&2)", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020

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