European Ground Motion Classifier Dataset

This map displays the polygons of the European Ground Motion Classifier dataset, obtained using a supervised Extreme Gradient Boosting Classifier.

The GMC training dataset can be found here: GMC Training Dataset

WMS Link: https://eugmc.cttc.es/geoserver/wms

Acknowledegment

The European Ground Motion Service has been provided by the European Environment Agency. This work has been supported by the European Space Agency under the Living Planet Fellowship Scheme for the project "Wide-Area Sentinel-1 deformation classification for advanced data exploitation".

References

[1] R. Palamà, A. Barra, M. Cuevas-González, O. Monserrat and M. Crosetto, "Ground Motion Classification from European Ground Motion Service Data Using Extreme Gradient Boosting," IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 10736-10739, doi: 10.1109/IGARSS53475.2024.10640768.
[2] R.Palamà, M. Cuevas-González, A.Barra, Q.Gao, S.Shahbazi, J.A. Navarro, O. Monserrat, M.Crosetto, Automatic ground deformation detection from European Ground Motion Service products. In Proceedings of International Geoscience and Remote Sensing Symposium, IGARSS 2023, 16-21 July 2023, Pasadena, California, USA.
[3] A. Barra et al., “A Methodology to Detect and Update Active Deformation Areas Based on Sentinel-1 SAR Images,” Remote Sens. 2017, Vol. 9, Page 1002, vol. 9, no. 10, p. 1002, Sep. 2017, doi: 10.3390/RS9101002.
[4] M. Crosetto, B. Crippa, M. Mróz, M. Cuevas-González, S. Shahbazi, Applications based on EGMS products: A review, Remote Sensing Applications: Society and Environment, vol.37,2025,https://doi.org/10.1016/j.rsase.2025.101452.

European Ground Motion Classifier (EuGMC) Dataset

Legend

Acknowledegment

References