Carlos Granero Belinchon

Identifiants chercheurs

IdHAL :

carlos-granero-belinchon

ORCID :

0000-0002-4095-0807

Présentation

Carlos Granero Belinchón est licencié en physique par l'Universidad Autónoma de Madrid, Espagne, 2014. Après avoir obtenu un diplôme de Master en physique de plasmas à l'université Paris VI et l'École Polytechnique, il a obtenu un doctorat en physique et traitement de signal à l'ENS de Lyon, France, 2018. Entre 2018 et 2020, il a occupé une position post-doctorale à l'ONERA de Toulouse. Actuellement, il est enseignant chercheur dans le département Mathematical and Electrical Engineering de l'IMT Atlantique, et membre de l'équipe Ocean Signal and Environment du Lab-STICC.

Sa recherche se trouve à l'interface entre la physique non-lineaire et le traitement de signal et image. Ainsi, elle concerne principalement le développement de nouvelles méthodologies d'analyse statistique du signal pour l'étude de processus et systèmes complexes. Il est principalement intéressé par la modélisation multi-échelles, le phenomène d'invariance d'échelle et l'analyse multirésolution ainsi que par l'utilisation de ce type d'approches pour la caractérisation du phenomène de turbulence et les dynamiques océaniques.

Publications

Article dans une revue (22)

Analog-based ensembles to characterize turbulent dynamics from observed data Carlos Granero-Belinchon Journal of Turbulence, 2026, ⟨10.1080/14685248.2026.2627893⟩ Article dans une revue hal-05223006v2
Structure functions and flatness of streamwise velocity in a turbulent channel flow Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier Physics of Fluids, 2025, 37 (8), pp.085225. ⟨10.1063/5.0283648⟩ Article dans une revue hal-05094264v1
Neural prediction of Lagrangian drift trajectories on the sea surface Daria Botvynko,Carlos Granero-Belinchon,Simon Van Gennip,Abdesslam Benzinou,Ronan Fablet Artificial Intelligence for the Earth Systems, 2025, 4 (3), pp.1-17. ⟨10.1175/AIES-D-24-0052.1⟩ Article dans une revue hal-04569385v2
Analog-Based Forecasting of Turbulent Velocity: Relationship between Unpredictability and Intermittency Ewen Frogé,Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier,Thierry Chonavel EPL - Europhysics Letters, 2025, 149, pp.13001 Article dans une revue hal-04694737v2
Relationship between unpredictability and intermittency in shell models of turbulence and experiments Ewen Frogé,Carlos Granero-Belinchon,Stéphane G. Roux,Thierry Chonavel,Nicolas B. Garnier Physics of Fluids, 2025, 37 (11), pp.115159. ⟨10.1063/5.0285208⟩ Article dans une revue hal-05110160v2
Land Surface Temperature Super-Resolution with a Scale-Invariance-Free Neural Approach: Application to MODIS Romuald Ait-Bachir,Carlos Granero-Belinchon,Aurélie Michel,Julien Michel,Xavier Briottetet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.14480-14494. ⟨10.1109/JSTARS.2025.3573610⟩ Article dans une revue hal-04925380v1
A multiscale and multicriteria Generative Adversarial Network to synthesize 1-dimensional turbulent fields Carlos Granero-Belinchon,Manuel Cabeza Gallucci Machine Learning: Science and Technology, 2024, 5 (2), pp.025032. ⟨10.1088/2632-2153/ad43b3⟩ Article dans une revue hal-04173074v2
Multiscale and Anisotropic Characterization of Images Based on Complexity: an Application to Turbulence Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier Physica D: Nonlinear Phenomena, 2024, 459, pp.134027. ⟨10.1016/j.physd.2023.134027⟩ Article dans une revue hal-04190553v2
Neural network based generation of a 1-dimensional stochastic field with turbulent velocity statistics Carlos Granero-Belinchon Physica D: Nonlinear Phenomena, 2023, 458, pp.133997. ⟨10.1016/j.physd.2023.133997⟩ Article dans une revue hal-03861273v3
Two-dimensional structure functions for characterizing convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier,Pierre Tandeo,Bertrand Chapronet al. Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩ Article dans une revue hal-03576400v2
A New Material-Oriented TES for Land Surface Temperature and SUHI Retrieval in Urban Areas: Case Study over Madrid in the Framework of the Future TRISHNA Mission Aurélie Michel,Carlos Granero-Belinchon,Charlène Cassante,Paul Boitard,Xavier Briottetet al. Remote Sensing, 2021, 13 (24), pp.5139. ⟨10.3390/rs13245139⟩ Article dans une revue hal-03526867v1
Quantifying Non-Stationarity with Information Theory Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier Entropy, 2021, ⟨10.3390/e23121609⟩ Article dans une revue hal-03457502v1
Impact of the number of dates and their sampling on a NDVI time series reconstruction methodology to monitor urban trees with Venμs satellite Carlos Granero-Belinchon,Karine Adeline,Xavier Briottet International Journal of Applied Earth Observation and Geoinformation, 2021, 95, pp.102257. ⟨10.1016/j.jag.2020.102257⟩ Article dans une revue hal-03035937v1
Spectral unmixing for thermal infrared multi-spectral airborne imagery over urban environments: day and night synergy Carlos Granero-Belinchon,Aurélie Michel,Véronique Achard,Xavier Briottet Remote Sensing, 2020, 12 (11), pp.1871. ⟨10.3390/rs12111871⟩ Article dans une revue hal-02776492v2
Phenological Dynamics Characterization of Alignment Trees with Sentinel-2 Imagery: A Vegetation Indices Time Series Reconstruction Methodology Adapted to Urban Areas Carlos Granero-Belinchon,Karine Adeline,Aude Lemonsu,Xavier Briottet Remote Sensing, 2020, 12 (4), pp.639. ⟨10.3390/rs12040639⟩ Article dans une revue hal-03035307v1
Information theory for non-stationary processes with stationary increments Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas Garnier Entropy, 2019, Information Theoretic Measures and Their Applications, 21 (12), pp.1223. ⟨10.3390/e21121223⟩ Article dans une revue hal-02395022v1
Night Thermal Unmixing for the Study of Microscale Surface Urban Heat Islands with TRISHNA-Like Data Carlos Granero-Belinchon,Aurelie Michel,Jean-Pierre Lagouarde,José A. Sobrino,Xavier Briottet Remote Sensing, 2019, 11 (12), pp.1449. ⟨10.3390/rs11121449⟩ Article dans une revue hal-02181505v1
Multi-Resolution Study of Thermal Unmixing Techniques over Madrid Urban Area: Case Study of TRISHNA Mission Carlos Granero-Belinchon,Aurelie Michel,Jean-Pierre Lagouarde,José Antonio Sobrino,Xavier Briottet Remote Sensing, 2019, 11 (10), pp.1251. ⟨10.3390/rs11101251⟩ Article dans une revue hal-02296785v1
Probing high order dependencies with information theory Carlos Granero-Belinchon,Stéphane G. Roux,Patrice Abry,Nicolas B. Garnier IEEE Transactions on Signal Processing, 2019, 67 (14), pp.3796-3805. ⟨10.1109/TSP.2019.2920472⟩ Article dans une revue hal-01952369v1
A Kullback-Leibler divergence measure of intermittency: application to turbulence Carlos Granero-Belinchon,Stephane G. Roux,Nicolas B. Garnier Physical Review E , 2018, 97 (1), pp.013107. ⟨10.1103/PhysRevE.97.013107⟩ Article dans une revue hal-01565513v1
Information Theory to probe Intrapartum Fetal Heart Rate Dynamics Carlos Granero-Belinchon,Stéphane G. Roux,Patrice Abry,Muriel Doret,Nicolas B. Garnier Entropy, 2017, 19 (12), ⟨10.3390/e19120640⟩ Article dans une revue hal-01646840v1
Scaling of Information in Turbulence Carlos Granero-Belinchon,Stephane G. Roux,Nicolas B. Garnier Europhysics Letterss, 2016 Article dans une revue ensl-01346603v2

Communication dans un congrès (17)

Relationship between Unpredictability and Intermittency with analog-based forecasting: from shell models to experimental turbulence Ewen Frogé,Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier,Thierry Chonavel STATPHYS 2025 - 29th International Conference On Statistical Physics, Jul 2025, Florence (IT), Italy Communication dans un congrès hal-05125207v1
A multiscale characterization of turbulence based on information theory Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier EFDC2 2025 - 2nd European Fluid Dynamics Conference, Aug 2025, Dublin, Ireland. pp.1-2 Communication dans un congrès hal-05125225v1
Equation discovery for climate impact: symbolic regression to emulate climate impact indicators for unseen scenarios Erwan Le Roux,Pierre Tandeo,Carlos Granero-Belinchon,Melika Baklouti,Julien Le Sommeret al. EGU 2025 - European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-3836⟩ Communication dans un congrès hal-05054197v1
Object-oriented mesoscale eddy prediction Solène Dealbera,Pierre Tandeo,Carlos Granero-Belinchon,Stéphane Raynaud,Brahim Boussidi EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-4043⟩ Communication dans un congrès hal-05054174v1
Deep Learning for Lagrangian Drift Simulation on Sea Surface Daria Botvynko,Carlos Granero-Belinchon,Simon Van Gennip,Abdesslam Benzinou,Ronan Fablet Climate Informatics 2024, Alan Turing Institute, Apr 2024, London, United Kingdom. pp.1-3 Communication dans un congrès hal-04569396v1
A predictability-based characterization of intermittency in turbulence Ewen Frogé,Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier,Thierry Chonavel EFDC1 2024: 1st European Fluid Dynamics Conference, Sep 2024, Aachen, Germany. pp.1-1 Communication dans un congrès hal-04694770v1
Deep learning for Lagrangian drift simulation at the sea surface Daria Botvynko,Carlos Granero-Belinchon,Simon Van Gennip,Abdesslam Benzinou,Ronan Fablet ICASSP 2023: IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094622⟩ Communication dans un congrès hal-03852489v1
Deep Learning for Lagrangian Drift Simulation at Sea Surface Daria Botvynko,Carlos Granero-Belinchon,Simon Van Gennip,Abdesslam Benzinou,Ronan Fablet 2023 - 54th International Liège Colloquium on Ocean Dynamics, Université de Liège, May 2023, Liège, Belgium Communication dans un congrès hal-04461939v1
Deep Learning approaches to simulate Lagrangian particle dynamics at sea surface Daria Botvynko,Carlos Granero-Belinchon,Abdesslam Benzinou,Ronan Fablet,Simon Van Gennip Sea Tech Week 2022, Session "Marine Litter Solutions for Monitoring Mitigation and Prevention", Sep 2022, BREST, France Communication dans un congrès hal-03795063v1
LST retrieval with a material-oriented TES for TRISHNA: the specific case of urban areas Aurélie Michel,Carlos Granero-Belinchon,Laure Roupioz,Xavier Briottet,Charlène Cassanteet al. TRISHNA DAYS 2022, Mar 2022, Toulouse, France Communication dans un congrès hal-04970643v1
LST and SUHI retrieval with a material-oriented Temperature and Emissivity Separation algorithm for airborne and spaceborne thermal sensors Aurélie Michel,Carlos Granero-Belinchon,Laure Roupioz,Xavier Briottet,Charlène Cassanteet al. RAQRS 2022, Sep 2022, Torrent, Spain Communication dans un congrès hal-04852206v1
Sharpening of the Land Surface Temperature over urban areas for TRISHNA: a statistical-based approach Aurélie Michel,Carlos Granero-Belinchon,Charlène Cassante,Xavier Briottet TRISHNA DAYS 2022, Mar 2022, Toulouse, France Communication dans un congrès hal-04970285v1
Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution Binh Minh Nguyen,Ganglin Tian,Minh-Triet Vo,Aurélie Michel,Thomas Corpettiet al. 2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. ⟨10.23919/EUSIPCO55093.2022.9909569⟩ Communication dans un congrès hal-03580148v2
Monitoring of the phenological dynamics of urban alignment trees to detect their stress using SENTINEL-2 images Karine Adeline,Carlos Granero Belinchon,Aude Lemonsu,Xavier Briottet TEMU 2020, Jan 2020, Rennes, France Communication dans un congrès hal-04851670v1
Mapping Of Urban Land Surface Temperatures By The Future THRISHNA Mission: Focus On Inversion And Sharpening Methods Aurélie Michel,Carlos Granero-Belinchon,Xavier Briottet EARSeL Urban Joint Workshop, May 2020, Liège, Belgium Communication dans un congrès hal-04902258v1
Land Surface Temperature Retrieval over Urban areas from simulated TRISHNA data Aurélie Michel,Laure Roupioz,Carlos Granero-Belinchon,Xavier Briottet 2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/jurse.2019.8808979⟩ Communication dans un congrès hal-03195869v1
Mutual Information for Intrapartum fetal Heart Rate Analysis Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas Garnier,Patrice Abry,Muriel Doret EMBC 2017, Jul 2017, Jeju Island, South Korea Communication dans un congrès ensl-01637094v1

Poster de conférence (2)

Quantification of non-stationarity across the scales of turbulence with information theory Carlos Granero-Belinchon,Stéphane G. Roux,Nicolas B. Garnier STATPHYS 2025 - 29th International Conference On Statistical Physics, Jul 2025, Florence, Italy. Proceedings of STATPHYS29, 2025 Poster de conférence hal-05125253v1
Assessing the usefulness of Land Surface Temperature spatial disaggregation for water stress mapping in the frame of the preparation of the Trishna mission Serdar Rama,Julien Michel,Vincent Rivalland,Aurélie Michel,Carlos Granero-Belinchon Recent Advances In Quantitative Remote Sensing, Sep 2022, Torrent, Spain Poster de conférence hal-03923959v1

Pré-publication, Document de travail (2)

Impact of geophysical fields on Deep Learning-based Lagrangian drift simulations Daria Botvynko,Carlos Granero-Belinchon,Simon Van Gennip,Abdesslam Benzinou,Ronan Fablet 2026 Pré-publication, Document de travail hal-05406921v1
Simulation-informed deep learning for enhanced swot observations of fine-scale ocean dynamics Eugenio Cutolo,Carlos Granero-Belinchon,Ptashanna Thiraux,Jinbo Wang,Ronan Fablet 2025 Pré-publication, Document de travail hal-05004872v2

Thèse (1)

Multiscale Information Transfer in Turbulence Carlos Granero-Belinchon Signal and Image Processing. Université de Lyon, 2018. English. ⟨NNT : 2018LYSEN040⟩ Thèse tel-01968074v1