Xavier Briottet

Université Fédérale de Toulouse Midi-Pyrénées — France

Engineering · Physical Sciences

32h-index5.1kcitations364works1.12yr avg
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Research Topics

Remote-Sensing Image Classification(99), Remote Sensing in Agriculture(92), Urban Heat Island Mitigation(85), Remote Sensing and Land Use(71), Calibration and Measurement Techniques(50)

Publications364 total

Physics-informed variational autoencoders for improved robustness to environmental factors of variation
Machine Learning·2025
Modeling 3D radiative transfer for maize traits retrieval: A growth stage-dependent study on hyperspectral sensitivity to field geometry, soil moisture, and leaf biochemistry
Remote Sensing of Environment·2025· 7 citedOpen Access
A Short-Term Predictive Meta-Model for Neighborhood-Scale Surface and Air Temperature
2025Open Access
Chaining the DART and SOLENE-microclimat models to support the use of TIR satellite data in urban climate studies
2025Open Access
GALENE: A proposed future satellite mission dedicated to the observation of coastal and inland aquatic ecosystems, including the monitoring of water quality and the detection of marine plastics
2025Open Access
Land Surface Temperature Super-Resolution with a Scale-Invariance-Free Neural Approach: Application to MODIS
ArXiv.org·2025Open Access
Land Surface Temperature Super-Resolution With a Scale-Invariance-Free Neural Approach: Application to MODIS
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 1 citedOpen Access
Identification of urban thermal properties by combining urban microclimate modeling and thermal infrared satellite data
Sustainable Cities and Society·2024
Prospective Surfaces Continentales
SPIRE - Sciences Po Institutional REpository·2024
Prise en compte de l'architecture du couvert végétal à différents stades de croissance pour la surveillance des cultures par télédétection hyperspectrale : une étude de cas pour le maïs
SPIRE - Sciences Po Institutional REpository·2024
Mapping of Clay Montmorillonite Abundance in Agricultural Fields Using Unmixing Methods at Centimeter Scale Hyperspectral Images
Remote Sensing·2024· 3 citedOpen Access
Influence of DART and prospect-pro parameters to accurately simulate phenological mixed understory in open mediterranean forest
SPIRE - Sciences Po Institutional REpository·2024
Mise en place d'une méthodologie de construction de benchmarks pour l'évaluation des modèles de microclimat urbain
SPIRE - Sciences Po Institutional REpository·2024Open Access
Projet SentHyMED : bases de données multi-échelles et simulation de paysages de chênaies méditerranéennes par modélisation directe du transfert radiatif pour des images multi- et hysperspectrales
SPIRE - Sciences Po Institutional REpository·2024
Apport de la fusion multi/hyperspectrale en comparaison au pan-sharpening hyperspectral pour les zones hétérogènes
SPIRE - Sciences Po Institutional REpository·2024
Cartographie de la montmorillonite par démélange d'images hyperspectrales à l'échelle centimétrique : cas de champs agricoles labourés
SPIRE - Sciences Po Institutional REpository·2024
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques
ISPRS Journal of Photogrammetry and Remote Sensing·2024· 10 citedOpen Access
Un projet de formation francophone en télédétection et cartographie des sols par modélisation statistique
SPIRE - Sciences Po Institutional REpository·2024Open Access
Hyperspectral remote sensing and 3D radiative transfer modelling for maize crop monitoring
SPIRE - Sciences Po Institutional REpository·2024
Investigating the impact of urban 3D variables on satellite land surface temperature estimates
2024Open Access
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Frequent Co-authors

Sophie Fabre(14), Karine Adeline(6), Olivier Hagolle(6), Stéphane Jacquemoud(5), Albert Olioso(5), C. Miesch(5), Hélène Cosnefroy(4), Yannick Deville(4), Françoise Viallefont-Robinet(4), Frédéric Jacob(4), Catherine Ottlé(4), José A. Sobrino(4), Jocelyn Chanussot(3), Aude Lemonsu(3), Thomas Houet(3), J.-P. Lagouarde(3), Sophie Lachérade(3), Audrey Lesaignoux(3), Gilles Boulet(3), Isabelle Dadou(3)