One-Class Classification of Natural Vegetation Using Remote Sensing: A Review by Sébastien Rapinel, Laurence Hubert-Moy

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Natural grasslands across mainland France: A dataset including a 10 m raster and ground reference points by Léa Panhelleux, Sébastien Rapinel, Laurence Hubert-Moy

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Detecting Neolithic Burial Mounds from LiDAR-Derived Elevation Data Using a Multi-Scale Approach and Machine Learning Techniques by Alexandre Guyot, Laurence Hubert-Moy, Thierry Lorho

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Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring by Pauline Dusseux, Thomas Corpetti, Laurence Hubert-Moy, Samuel Corgne

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Combined Detection and Segmentation of Archeological Structures from LiDAR Data Using a Deep Learning Approach by Alexandre Guyot, Marc Lennon, Thierry Lorho, Laurence Hubert-Moy

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Long-Term Wetland Monitoring Using the Landsat Archive: A Review by Quentin Demarquet, Sébastien Rapinel, Simon Dufour, Laurence Hubert-Moy

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Robert Bariou : de Gourin au Guaporé... en passant par la Géomatique... by Vincent Dubreuil, Laurence Hubert-Moy, Jean-Pierre Marchand, Vincent Nédélec

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A 5 m dataset of digital terrain model derivatives across mainland France by Léa Panhelleux, Sébastien Rapinel, Blandine Lemercier, Guillaume Gayet, Laurence Hubert-Moy

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Large‐scale and fine‐grained mapping of heathland habitats using open‐source remote sensing data by Laurence Hubert‐Moy, Clémence Rozo, Gwenhael Perrin, Frédéric Bioret, Sébastien Rapinel

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Detection and Characterization of Hedgerows Using TerraSAR-X Imagery by Julie Betbeder, Jean Nabucet, Eric Pottier, Jacques Baudry, Samuel Corgne, Laurence Hubert-Moy

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Contribution of free satellite time-series images to mapping plant communities in the Mediterranean Natura 2000 site: the example of Biguglia Pond in Corse (France) by Sébastien Rapinel, Clémence Rozo, Pauline Delbosc, Frédéric Bioret, Jan-Bernard Bouzillé, Laurence Hubert-Moy

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La démarche Ellenberg : une alternative simple et robuste à la démarche réglementaire pour la délimitation des zones humides en France métropolitaine by Gwenhael PERRIN, Sébastien RAPINEL, Guillaume CHOISNET, Bernard CLÉMENT, Jan-Bernard BOUZILLÉ, Laurence HUBERT-MOY

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Field dataset of punctual observations of soil properties and vegetation types distributed along soil moisture gradients in France by Guillaume Gayet, François Botcazou, Jean-Manuel Gibeault-Rousseau, Laurence Hubert-Moy, Sébastien Rapinel, Blandine Lemercier

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Time-series spectral dataset for croplands in France (2006–2017) by Laurence Hubert-Moy, Jeanne Thibault, Elodie Fabre, Clémence Rozo, Damien Arvor, Thomas Corpetti, Sébastien Rapinel

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Evaluation of Radarsat-2 quad-pol SAR time-series images for monitoring groundwater irrigation by Amit Kumar Sharma, Laurence Hubert-Moy, Buvaneshwari Sriramulu, M. Sekhar, Laurent Ruiz, S. Bandyopadhyay, Shiv Mohan, Samuel Corgne

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Mapping the functional dimension of vegetation series in the Mediterranean region using multitemporal MODIS data by Sébastien Rapinel, Clémence Rozo, Pauline Delbosc, Damien Arvor, Alban Thomas, Jan-Bernard Bouzillé, Frédéric Bioret, Laurence Hubert-Moy

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Identifying Seasonal Groundwater-Irrigated Cropland Using Multi-Source NDVI Time-Series Images by Amit Kumar Sharma, Laurence Hubert-Moy, Sriramulu Buvaneshwari, Muddu Sekhar, Laurent Ruiz, Hemanth Moger, Soumya Bandyopadhyay, Samuel Corgne

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National wetland mapping using remote-sensing-derived environmental variables, archive field data, and artificial intelligence by Sébastien Rapinel, Léa Panhelleux, Guillaume Gayet, Rachel Vanacker, Blandine Lemercier, Bertrand Laroche, François Chambaud, Anis Guelmami, Laurence Hubert-Moy

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Multi-scale methodology to map grey and green structures in urban areas using Pléiades images and existing geographic data by Jean Nabucet, Simon Rougier, Julien Deniau, Léo Vétillard, Emilie Hanson, Omar Benarchid, Eléonore Wolff, Laurence Hubert-Moy, Anne Puissant

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Estimating crop parameters using Sentinel-1 and 2 datasets and geospatial field data by Audrey Mercier, Julie Betbeder, Julien Denize, Jean-Luc Roger, Fabien Spicher, Jérôme Lacoux, David Roger, Jacques Baudry, Laurence Hubert-Moy

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