Carlos Granero Belinchon

43
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.

Publications

16
16
13
8
6
6
5
5
4
4
4
3
3
3
3
3
3
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
11
4
3
7
3
4
5
2
2
1

Publications

Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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 Briottet et 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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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-03576400v2
Deposit thumbnail

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
Deposit thumbnail

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-03526867v1
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

Scaling of Information in Turbulence

Carlos Granero-Belinchon , Stephane G. Roux , Nicolas B. Garnier

Europhysics Letterss, 2016

Article dans une revue ensl-01346603v2

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

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.

EGU 2025 - European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-3836⟩

Communication dans un congrès hal-05054197v1
Deposit thumbnail

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

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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

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-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 Cassante et al.

RAQRS 2022, Sep 2022, Torrent, Spain

Communication dans un congrès hal-04852206v1

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
Deposit thumbnail

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-03580148v2

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

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
Deposit thumbnail

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