Emmanuël Trouvé

Acteurs, Ressources et Territoires dans le Développement — France

Earth and Planetary Sciences · Physical Sciences

24h-index2.7kcitations278works0.52yr avg
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Research Topics

Cryospheric studies and observations(126), Synthetic Aperture Radar (SAR) Applications and Techniques(86), Landslides and related hazards(68), Climate change and permafrost(51), Winter Sports Injuries and Performance(35)

Publications278 total

Spatio-Temporal Encoding for Deep Slope Instability Detection from Time Series of SAR Interferograms
2025
Coupling of MBBR with membrane processes for the removal of micropollutants from domestic and hospital wastewater – The benefits and drawbacks of membrane coupling
Journal of environmental chemical engineering·2025· 1 citedOpen Access
Translation-classification loss for SAR image understanding with deep learning
Computer Vision and Image Understanding·2025· 1 citedOpen Access
Coupling of Mbbr with Membrane Processes for the Removal of Micropollutants from Domestic and Hospital Wastewater - the Benefits and Drawbacks of Membrane Coupling
SSRN Electronic Journal·2025Open Access
ECSPLAIN: Explainability-Constrained Classifier for Pairing the Detection and the Localization of Moving Areas From SAR Interferograms
IEEE Transactions on Geoscience and Remote Sensing·2025
A Deep Learning Approach for Wet Snow Monitoring in Mountainous Regions From SAR Image Time Series Based on Sentinel-1 and Sentinel-2 Snow Products
IEEE Transactions on Geoscience and Remote Sensing·2025Open Access
Mesure de l’écoulement des glaciers par imagerie satellitaire
2024
Supervised Classification for Analysis of Cryospheric Zones Using SAR Statistical Timeseries
2024
DEM-Assisted Neural Network for SAR-to-Optical Image Translation
2024· 1 citedOpen Access
Managing Rockfall Hazard on Strategic Linear Stakes: How Can Machine Learning Help to Better Predict Periods of Increased Rockfall Activity?
Sustainability·2024· 1 citedOpen Access
Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences
SPIRE - Sciences Po Institutional REpository·2024Open Access
Apprentissage multiclasse multi-étiquette de changements d’état à partir de séries chronologiques d’images
2024
ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning
IEEE Geoscience and Remote Sensing Letters·2024· 3 citedOpen Access
CPAZMAL: Cryosphere PAZ satellite MAchine Learning
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
CPAZMAL: Cryosphere PAZ satellite MAchine Learning
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 7 citedOpen Access
LSD4WSD : An Open Dataset for Wet Snow Detection with SAR Data and Physical Labelling
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
LSD4WSD : An Open Dataset for Wet Snow Detection with SAR Data and Physical Labelling
Zenodo (CERN European Organization for Nuclear Research)·2023· 1 citedOpen Access
Impact de la stratégie de décodage sur la traduction de modalité radar-optique d'images de télédétection
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Apprentissage explicable d’un ensemble de divergences pour la similarité inter-classe de données SAR
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
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Frequent Co-authors

Yajing Yan(10), Philippe Bolon(8), Jean‐Marie Nicolas(7), Jean‐Marie Nicolas(7), Michel Gay(7), Flavien Vernier(6), Amaury Dehecq(5), Virginie Pinel(5), Andreea Julea(5), Gabriel Vasile(5), Abdourrahmane M. Atto(5), Noël Gourmelen(4), Nicolas Méger(4), Renaud Fallourd(4), Lionel Bombrun(4), Luc Moreau(4), Guillaume Terrasse(4), Émeline Drouet(4), Gilles Mauris(4), Étienne Berthier(3)