Grégoire Thoumyre

Satellite derived bathymetry using deep learning

Mahmoud Al Najar, Grégoire Thoumyre, Erwin W. J. Bergsma et al. · Machine Learning · 2021 · 74 citations · Full text

Earth Observation, Convolutional Neural Network, Engineering +6

Coastal Bathymetry Estimation from Sentinel-2 Satellite Imagery: Comparing Deep Learning and Physics-Based Approaches

Mahmoud Al Najar, Rachid Benshila, Youssra El Bennioui et al. · Remote Sensing · 2022 · 63 citations · Full text

Artificial Intelligence, Earth Observation, Engineering +22

Influence of El Niño on the variability of global shoreline position

Rafaël Almar, Julien Boucharel, Marcan Graffin et al. · Nature Communications · 2023 · 55 citations · Full text

Global Satellite-Based Coastal Bathymetry from Waves

Rafaël Almar, Erwin W. J. Bergsma, Grégoire Thoumyre et al. · Remote Sensing · 2021 · 49 citations · Full text

Coastal Engineering, Depth Inversion, Engineering +20

The new era of regional coastal bathymetry from space: A showcase for West Africa using optical Sentinel-2 imagery

Christopher Daly, Wassim Mohamed Baba, Erwin W. J. Bergsma et al. · Remote Sensing of Environment · 2022 · 31 citations · Full text