Published March 30, 2022 | Version 1.3
Dataset Restricted

Ship-S2-AIS dataset

Creators

  • 1. AGENIUM Space
  • 2. ESA

Description

The DB is providing an ARD classification dataset, automatically labelled using AIS data and manually checked.

It is composed of 13k tiles extracted from 29 free Sentinel-2 products. 2k images showing ships in Denmark sovereign waters: one may detect cargos, fishing, or container ships. Others showing negatives (sea, coasts, urban areas, …) Technical details about its content are provided in the technical note attached to the database.

This database was generated by AGENIUM Space in the framework of the CORTEX project (https://esacortexproject.agenium-space.com/) funded by ESA in the framework of the EO SCIENCE FOR SOCIETY PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4

Files

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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

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Additional details

References

  • 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