Sentinel-1 and Sentinel-2 database for refugee camps detection
Creators
- 1. AGENIUM Space
- 2. ESA
Description
This database was generated by AGENIUM Space in the framework of the CORTEX project (https://esacortexproject.agenium-space.com/) funded by ESA.
Database of pairs of Sentinel-1 and Sentinel-2 images (https://www.copernicus.eu/en, https://scihub.copernicus.eu/) which 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.
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’ 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/).
More details are provided in attached document S1-S2-RefugeeCamps-DB-description.pdf
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-2020-08-27-2391_LICENCE-S1_S2-DB_AGENIUM Space
The Data base “Sentinel-1&2-Camps” in the directory camps/ is delivered under Attribution-NonCommercial-ShareAlike CC BY-NC-SA: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode (see Licence-DB-Sentinel-1&2-Camps-AGENIUMSpace-v1.2 attached to the dataset).
The Data base has been created from Copernicus Sentinel data (Sentinel-1 and Sentinel-2) 2017, 2018 and 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