Documentation
Français (FR)

Anglais (EN)

Ronan Fablet

37

Documents

Publications

755973

	A Deep Learning Approach to Extract Balanced Motions From Sea Surface Height Snapshot Zhanwen Gao , Bertrand Chapron , Chunyong Ma , Ronan Fablet , Quentin Febvre Geophysical Research Letters, 2024, 51 (7), ⟨10.1029/2023GL106623⟩ Article dans une revue hal-04536442v1
	Learning Variational Data Assimilation Models and Solvers Ronan Fablet , Bertrand Chapron , Lucas Drumetz , Etienne Mémin , Olivier Pannekoucke Journal of Advances in Modeling Earth Systems, 2021, 13 (10), pp.article n° e2021MS002572. ⟨10.1029/2021MS002572⟩ Article dans une revue hal-02906798v1
	Data-driven Interpolation of Sea Level Anomalies using Analog Data Assimilation Redouane Lguensat , Phi Huynh Viet , Miao Sun , Ge Chen , Tian Fenglin Remote Sensing, 2019, ⟨10.3390/rs11070858⟩ Article dans une revue hal-01609851v1
	Analog Data Assimilation of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations in the Western Mediterranean Sea Manuel Lopez Radcenco , Ananda Pascual , Laura Gomez-Navarro , Abdeldjalil Aissa El Bey , Bertrand Chapron IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (7), pp.2530 - 2540. ⟨10.1109/JSTARS.2019.2903941⟩ Article dans une revue hal-02113223v1
	Improving mesoscale altimetric data from a multi-tracer convolutional processing of standard satellite-derived products Ronan Fablet , Jacques Verron , Baptiste Mourre , Bertrand Chapron , Ananda Pascual IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (5), pp.2518-2525. ⟨10.1109/TGRS.2017.2750491⟩ Article dans une revue hal-01365761v2
	Spatio-Temporal Interpolation of Cloudy SST Fields Using Conditional Analog Data Assimilation Ronan Fablet , Phi Viet , Redouane Lguensat , Pierre-Henri Horrein , Bertrand Chapron Remote Sensing, 2018, 10 (2), ⟨10.3390/rs10020310⟩ Article dans une revue hal-01757755v1
	Spatio-temporal decomposition of satellite-derived SST-SSH fields: links between surface data and ocean interior dynamics in the Agulhas region Clement Le Goff , Ronan Fablet , Emmanuelle Autret , Pierre Tandeo , Bertrand Chapron IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (11), pp.5106 - 5112. ⟨10.1109/JSTARS.2016.2605040⟩ Article dans une revue hal-01443999v1
	Learning-based Emulation of Sea Surface Wind Fields from Numerical Model Outputs and SAR Data Liyun He-Guelton , Ronan Fablet , Bertrand Chapron , Jean Tournadre IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8 (10), pp.4742-4750. ⟨10.1109/JSTARS.2015.2496503⟩ Article dans une revue hal-01581500v1
	Accroissement stochastique de la résolution spatiale des traceurs géophysiques de l'océan : application aux observations satellitaires de la température de surface de l'océan. Brahim Boussidi , Ronan Fablet , Emmanuelle Autret , Bertrand Chapron Revue Française de Photogrammétrie et de Télédétection, 2013, 202, pp.66 - 78. ⟨10.52638/rfpt.2013.52⟩ Article dans une revue hal-00853427v1
	Segmentation of mesoscale ocean surface dynamics using satellite SST and SSH observations Pierre Tandeo , Bertrand Chapron , Sileye Ba , Emmanuelle Autret , Ronan Fablet IEEE Transactions on Geoscience and Remote Sensing, 2013, 52 (7), pp.4227 - 4235. ⟨10.1109/TGRS.2013.2280494⟩ Article dans une revue hal-00947965v1
	Interpolation variationnelle de séquences multi-modales d'images satellitaires de l’océan Sileye Ba , Thomas Corpetti , Bertrand Chapron , Ronan Fablet Traitement du Signal, 2013, 29 (3-4-5), pp.433 -. ⟨10.3166/TS.29.433-454⟩ Article dans une revue hal-00949545v1
	SST spatial anisotropic covariances from METOP-AVHRR data Pierre Tandeo , Emmanuelle Autret , Bertrand Chapron , Ronan Fablet , René Garello Remote Sensing of Environment, 2013, 141 (5), pp.144 - 148. ⟨10.1016/j.rse.2013.10.024⟩ Article dans une revue hal-00946860v1
	Statistical descriptors of ocean regimes from the geometric regularity of SST observations Sileye Ba , Emmanuelle Autret , Bertrand Chapron , Ronan Fablet IEEE Geoscience and Remote Sensing Letters, 2012, 9 (5), pp.851 - 855. ⟨10.1109/LGRS.2012.2184258⟩ Article dans une revue hal-00945379v1

	End-to-end physics-informed representation learning from and for satellite ocean remote sensing data Ronan Fablet , Mohamed Mahmoud Amar , Quentin Febvre , Maxime Beauchamp , Bertrand Chapron XXIV ISPRS 2021 : Intenational Society for Photogrammetry and Remote Sensing Congress, Jul 2021, Nice, France Communication dans un congrès hal-03189218v1
	Data-driven and learning-based interpolations of along-track Nadir and wide-swath SWOT altimetry observations Maxime Beauchamp , Ronan Fablet , Clément Ubelmann , Maxime Ballarotta , Bertrand Chapron CI 2020 : 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom. ⟨10.1145/3429309.3429313⟩ Communication dans un congrès hal-02929973v1
	Learning stochastic representations of geophysical dynamics Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩ Communication dans un congrès hal-02005403v1
	Data-driven and learning-based approaches for the spatiotemporal interpolation of SLA fields from current and future satellite-derived altimeter data Ronan Fablet , M Lopez-Radcenco , Said Ouala , Redouane Lguensat , L Gómeznavarro "25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal Communication dans un congrès hal-01800511v1
	Analog assimilation for high-dimensional geophysical dynamics Ronan Fablet , Redouane Lguensat , Phi Huynh Viet , Pierre Ailliot , Bertrand Chapron DSE 2017 : Workshop on Data Science and Environment, Jul 2017, Brest, France Communication dans un congrès hal-01586349v1
	Data-driven assimilation of irregularly-sampled image time series Ronan Fablet , Phi Huynh Viet , Redouane Lguensat , Bertrand Chapron ICIP 2017 : IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8297094⟩ Communication dans un congrès hal-01757749v1
	Learning multi-tracer convolutional models for the reconstruction of high-resolution SSH fields Ronan Fablet , Manuel Lopez Radcenco , Jacques Verron , Baptiste Mourre , Bertrand Chapron IGARSS 2017 : IEEE Geoscience And Remote Sensing Symposium, Jul 2017, Fort Wroth, United States. ⟨10.1109/IGARSS.2017.8126981⟩ Communication dans un congrès hal-01757751v1
	Exploiting ocean observation and simulation big data to improve satellite-derived geophysical products: Analog strategies Ronan Fablet , Phi Huynh Viet , Redouane Lguensat , Bertrand Chapron BiDS'17: Big Data from Space Conference , Nov 2017, Toulouse, France Communication dans un congrès hal-01801014v1
	The analog data assimilation: application to 20 years of altimetric data Pierre Tandeo , Pierre Ailliot , Bertrand Chapron , Redouane Lguensat , Ronan Fablet CI 2015 : 5th International Workshop on Climate Informatics, Sep 2015, Boulder, United States. pp.1 - 2, ⟨10.13140/RG.2.1.4030.5681⟩ Communication dans un congrès hal-01356222v1
	The Analog Ensemble Kalman Filter and Smoother Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States Communication dans un congrès hal-01188825v1
	Statistical emulation of high resolution SAR wind fields from low-resolution model predictions Liyun He-Guelton , Ronan Fablet , Bertrand Chapron , Jean Tournadre IGARSS 2014 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.3914 - 3917, ⟨10.1109/IGARSS.2014.6947340⟩ Communication dans un congrès hal-01188841v1
	Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields Pierre Tandeo , Sileye Ba , Ronan Fablet , Bertrand Chapron , Emmanuelle Autret ICIP 2013 : 20 th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.2344 - 2348, ⟨10.1109/CIP.2013.6738483⟩ Communication dans un congrès hal-00946865v1
	Random walk models for geometry-driven image super-resolution Ronan Fablet , Brahim Boussidi , Emmanuelle Autret , Bertrand Chapron ICASSP 2013 : 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.2207 - 2211, ⟨10.1109/ICASSP.2013.6638046⟩ Communication dans un congrès hal-00960533v1
	Interpolated swell fields from SAR measurements Pierre Tandeo , René Garello , Ronan Fablet , Romain Husson , Fabrice Collard OCEANS 2013 : proceedings of the MTS/IEEE San Diego Conference, Sep 2013, San Diego, United States. pp.1-4 Communication dans un congrès hal-00958440v1
	Multi-resolution data assimilation for missing data interpolation in geophysical sequences Sileye Ba , Bertrand Chapron , Ronan Fablet IGARSS 2012: 32th IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Allemagne. pp.1010 - 1013, ⟨10.1109/IGARSS.2012.6351231⟩ Communication dans un congrès hal-00809179v1
	Reconstruction of velocities and SST with the variational method Sileye Ba , Bertrand Chapron , Ronan Fablet ESA/GlobCurrent User Consultation Meeting, Mar 2012, Brest, France Communication dans un congrès hal-00857668v1
	Characterization of ocean dynamics from SSH and SST Emmanuelle Autret , Sileye Ba , Ronan Fablet , Bertrand Chapron ESA/GlobCurrent User Consultation Meeting, Mar 2012, Brest, France Communication dans un congrès hal-00809284v1
	Descriptors for sea surface temperature front regularity characterization Sileye Ba , Ronan Fablet , Dominique Pastor , Bertrand Chapron IGARSS'2010: IEEE International symposium on Geoscience and Remote Sensing, Jul 2010, Honolulu, United States Communication dans un congrès hal-00565827v1
	Variational data assimilation for missing data interpolation in SST images. Sileye Ba , Thomas Corpetti , Bertrand Chapron , Ronan Fablet IGARSS'2010 : IEEE International symposium on Geoscience and Remote Sensing, Jul 2010, Honolulu, États-Unis Communication dans un congrès hal-00724799v1

	3DA: Data-Driven Data Assimilation Applications to the Lorenz system and simulated sea surface heights Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Julien Le Sommer , Sammy Metref EGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1 Poster de conférence hal-02108347v1
	Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded products Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Julien Le Sommer , Pierre Ailliot OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1 Poster de conférence hal-02156704v1
	Using archived datasets for missing data interpolation in ocean remote sensing observation series Redouane Lguensat , Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Bertrand Chapron OCEANS 2016 - Shangai : MTS/IEEE international conference, Apr 2016, Shanghai, China. IEEE/MTS, pp.1 - 6, ⟨10.1109/OCEANSAP.2016.7485433⟩ Poster de conférence hal-01355266v1

	Analysis of Sea Surface Temperature Variability Using Machine Learning Said Ouala , Bertrand Chapron , Fabrice Collard , Lucile Gaultier , Ronan Fablet Chapron, B., Crisan, D., Holm, D., Mémin, E., Radomska, A. (eds) Stochastic Transport in Upper Ocean Dynamics II. STUOD 2022. Part of the Mathematics of Planet Earth book series (MPE,volume 11). Springer, Cham. Print ISBN 978-3-031-40093-3 Online ISBN 978-3-031-40094-0, https://doi.org/10.1007/978-3-031-40094-0_11. pp.247-260, pp.247-260, 2024, ⟨10.1007/978-3-031-40094-0_11⟩ Chapitre d'ouvrage hal-04309728v1
	Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system Pierre Tandeo , Pierre Ailliot , Juan Ruiz , Alexis Hannart , Bertrand Chapron Machine Learning and Data Mining Approaches to Climate Science: proceedings of the 4th International Workshop on Climate Informatics, Springer, pp.3-12, 2015, 978-3-319-17219-4. ⟨10.1007/978-3-319-17220-0_1⟩ Chapitre d'ouvrage hal-01202496v1