Mathieu Fauvel

Centre National de la Recherche Scientifique — France

Environmental Science · Physical Sciences

19h-index2.1kcitations153works4.02yr avg
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Research Topics

Remote Sensing in Agriculture(57), Remote-Sensing Image Classification(54), Remote Sensing and Land Use(41), Spectroscopy and Chemometric Analyses(27), Land Use and Ecosystem Services(24)

Publications153 total

Nationwide operational mapping of grassland first mowing dates combining machine learning and Sentinel-2 time series
Remote Sensing of Environment·2024· 4 citedOpen Access
End-to-End Learning for Land Cover Classification Using Irregular and Unaligned SITS by Combining Attention-Based Interpolation With Sparse Variational Gaussian Processes
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 6 citedOpen Access
Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
French national map of 2022 mowing dates
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Exemples d’applications de la télédétection en prairies semi-naturelles
SPIRE - Sciences Po Institutional REpository·2023Open Access
French national map of 2022 mowing dates
2023Open Access
French national map of 2022 mowing dates
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
RAPPORT FINAL DU PROJET SOCCROP : Durée de couverture des sols agricoles et stockage de carbone
SPIRE - Sciences Po Institutional REpository·2023Open Access
Monitoring of Ecosystems by Spatial Remote Sensing at INRAe : Les données issues des infrastructures spatiales, un atout européen majeur pour relever les défis systémiques
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Land cover maps: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Classification Data set: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Best Learned Models: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Land cover maps: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Best Learned Models: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Classification Data set: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes
2023Open Access
Cartographie de la vulnérabilité paysagère des troupeaux au pâturage face aux attaques de prédateurs dans le département des Pyrénées-Atlantiques (Rapport de synthèse rédigé à partir du rapport technique de l'étude)
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Monitoring Ecosystems with Remote Sensing
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Land Cover Classification With Gaussian Processes Using Spatio-Spectro-Temporal Features
IEEE Transactions on Geoscience and Remote Sensing·2023· 14 citedOpen Access
Boundary Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
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Frequent Co-authors

David Sheeren(17), Nicolas Dobigeon(9), Stéphane Girard(8), Jón Atli Benediktsson(7), Maïlys Lopes(6), Jean-François Dejoux(6), Adrien Lagrange(5), Claude Monteil(5), Jocelyn Chanussot(4), Jérôme Willm(4), Annie Ouin(4), Nicolas Karasiak(4), Mauro Dalla Mura(4), Justine Rivers‐Moore(3), Anthony Zullo(3), Frédéric Ferraty(3), Tatsumi Uezato(3), Émilie Andrieu(3), Sylvie Ladet(3), Stéphane May(3)