Carlos Granero Belinchon

35
Documents

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.

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Publications

Image document

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-04694737 v2
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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-04173074 v2
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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-04190553 v2
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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-03861273 v3
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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 Chapron et al.
Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩
Article dans une revue hal-03576400 v2
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Quantifying Non-Stationarity with Information Theory

Carlos Granero-Belinchon , Stéphane G. Roux , Nicolas B. Garnier
Article dans une revue hal-03457502 v1
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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 Briottet et al.
Remote Sensing, 2021, 13 (24), pp.5139. ⟨10.3390/rs13245139⟩
Article dans une revue hal-03526867 v1
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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-03035937 v1
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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-02776492 v2
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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-03035307 v1
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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-02395022 v1
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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-02181505 v1
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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-02296785 v1
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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-01952369 v1
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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-01565513 v1
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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-01646840 v1
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Scaling of Information in Turbulence

Carlos Granero-Belinchon , Stephane G. Roux , Nicolas B. Garnier
Europhysics Letterss, 2016
Article dans une revue ensl-01346603 v2

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 Sommer et al.
European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-3836⟩
Communication dans un congrès hal-05054197 v1
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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-04569396 v1
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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-04694770 v1
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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-03852489 v1
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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-04461939 v1

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 Cassante et al.
TRISHNA DAYS 2022, Mar 2022, Toulouse, France
Communication dans un congrès hal-04970643 v1

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 Cassante et al.
RAQRS 2022, Sep 2022, Torrent, Spain
Communication dans un congrès hal-04852206 v1

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-03795063 v1

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-04970285 v1
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Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution

Binh Minh Nguyen , Ganglin Tian , Minh-Triet Vo , Aurélie Michel , Thomas Corpetti et al.
2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. ⟨10.23919/EUSIPCO55093.2022.9909569⟩
Communication dans un congrès hal-03580148 v2

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-04902258 v1

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-03195869 v1
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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-01637094 v1