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Pierre Tandeo

39
Documents
Identifiants chercheurs

Présentation

[https://tandeo.wordpress.com/](https://tandeo.wordpress.com/ "My research website") [https://www.researchgate.net/](https://www.researchgate.net/ "My ResearchGate") [https://github.com/ptandeo](https://github.com/ptandeo "My GitHub")
[https://tandeo.wordpress.com/](https://tandeo.wordpress.com/ "Mon site web de recherche") [https://www.researchgate.net/](https://www.researchgate.net/ "Ma page ResearchGate") [https://github.com/ptandeo](https://github.com/ptandeo "Ma page GitHub")

Publications

ronan-fablet-all

Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks

Aurélien Colin , Pierre Tandeo , Charles Peureux , Romain Husson , Nicolas Longépé
IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-14. ⟨10.1109/TGRS.2024.3353311⟩
Article dans une revue hal-04502265v1
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Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review

Sibo Cheng , César Quilodrán-Casas , Said Ouala , Alban Farchi , Che Liu
IEEE/CAA Journal of Automatica Sinica, In press, ⟨10.1109/JAS.2023.123537⟩
Article dans une revue hal-04039094v1
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Reexamining the Estimation of Tropical Cyclone Radius of Maximum Wind from Outer Size with an Extensive Synthetic Aperture Radar Dataset

Arthur Avenas , Alexis Mouche , Pierre Tandeo , Jean-Francois Piolle , Dan Chavas
Monthly Weather Review, 2023, 151 (12), pp.3169-3189. ⟨10.1175/MWR-D-23-0119.1⟩
Article dans une revue hal-04466894v1
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Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks

Aurélien Colin , Pierre Tandeo , Charles Peureux , Romain Husson , Ronan Fablet
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, pp.1 - 13. ⟨10.1109/jstars.2023.3291236⟩
Article dans une revue hal-04149533v1
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Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks

Etienne Pauthenet , Loïc Bachelot , Kevin Balem , Guillaume Maze , Anne-Marie Tréguier
Ocean Science, 2022, 18 (4), pp.1221 - 1244. ⟨10.5194/os-18-1221-2022⟩
Article dans une revue hal-03762091v1
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Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning

Aurélien Colin , Ronan Fablet , Pierre Tandeo , Romain Husson , Charles Peureux
Remote Sensing, 2022, 14 (4), pp.851. ⟨10.3390/rs14040851⟩
Article dans une revue hal-03616058v1
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Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean

Elodie Martinez , Anouar Brini , Thomas Gorgues , Lucas Drumetz , Joana Roussillon
Remote Sensing, 2020, 12 (24), pp.4156. ⟨10.3390/rs12244156⟩
Article dans une revue hal-03126743v1
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Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean

Elodie Martinez , Anouar Brini , Thomas Gorgues , Lucas Drumetz , Joana Roussillon
Remote Sensing, 2020, 12 (24), pp.4156. ⟨10.3390/rs12244156⟩
Article dans une revue hal-03227823v1

Coherent heat patterns revealed by unsupervised classification of Argo temperature profiles in the North Atlantic Ocean

Guillaume Maze , Herlé Mercier , Ronan Fablet , Pierre Tandeo , Manuel Lopez Radcenco
Progress in Oceanography, 2017, 151, pp.275 - 292. ⟨10.1016/j.pocean.2016.12.008⟩
Article dans une revue hal-01511358v1

The Analog Data Assimilation

Redouane Lguensat , Pierre Tandeo , Pierre Ailliot , Manuel Pulido , Ronan Fablet
Monthly Weather Review, 2017, 145 (10), pp.4093 - 4107. ⟨10.1175/MWR-D-16-0441.1⟩
Article dans une revue hal-01609141v1
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Validation and parameter sensitivity test for reconstructing swell field based on Ensemble Kalman filter

Xuan Wang , Pierre Tandeo , Ronan Fablet , Romain Husson , Lei Guan
Sensors, 2016, 16 (12), pp.art.2000 - ⟨10.3390/s16122000⟩
Article dans une revue hal-01443972v1

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
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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
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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
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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
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Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset

Aurélien Colin , Charles Peureux , Romain Husson , Ronan Fablet , Pierre Tandeo
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.307-309, ⟨10.1109/IGARSS46834.2022.9884881⟩
Communication dans un congrès hal-03874778v1
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End-to-End Kalman Filter in a High Dimensional Linear Embedding of the Observations

Said Ouala , Pierre Tandeo , Bertrand Chapron , Fabrice Collard , Ronan Fablet
STUOD 2021 - Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2021, Londres, United Kingdom. pp.211-221, ⟨10.1007/978-3-031-18988-3_13⟩
Communication dans un congrès hal-03906953v1
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Weak supervision learning for semantic segmentation of metoceanic processes

Aurélien Colin , Nicolas Longépé , Ronan Fablet , Pierre Tandeo , Samir Saoudi
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Communication dans un congrès hal-02927335v1

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

Redouane Lguensat , Miao Sun , Ronan Fablet , Evan Mason , Pierre Tandeo
International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valence, Spain. pp.1764-1767, ⟨10.1109/IGARSS.2018.8518411⟩
Communication dans un congrès hal-01929509v1

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

Toward data-driven methods in geophysics: the Analog Data Assimilation

Redouane Lguensat , Pierre Tandeo , Pierre Ailliot , Manuel Pulido , Ronan Fablet
EGU 2017 : 19th EGU General Assembly, Apr 2017, Vienne, Austria
Communication dans un congrès hal-01609890v1

Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic Profiles

Guillaume Maze , Herlé Mercier , Ronan Fablet , Philippe Lenca , Manuel Lopez Radcenco
OSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis
Communication dans un congrès hal-01345101v1
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Non-negative decomposition of linear relationships: application to multi-source ocean remote sensing data

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Pierre Tandeo , Ronan Fablet
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.4179-4183, ⟨10.1109/ICASSP.2016.7472464⟩
Communication dans un congrès hal-01298201v1
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An Exemplar-based Hidden Markov Model framework for nonlinear state-space models

Redouane Lguensat , Ronan Fablet , Pierre Ailliot , Pierre Tandeo
EUSIPCO 2016 : European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1 - 5, ⟨10.1109/EUSIPCO.2016.7760667⟩
Communication dans un congrès hal-01444213v1
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Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures

Redouane Lguensat , Pierre Tandeo , Ronan Fablet , Pierre Ailliot
ICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec City, Canada. pp.2488-2492, ⟨10.1109/ICIP.2015.7351615⟩
Communication dans un congrès hal-01271173v1
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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

A synergy study between SST, Chl-a and altimeters to improve surface geostrophic currents

Pierre Tandeo , Martin Saraceno , Ronan Fablet , Juan Ruiz
COSPAR 2014 : the 40th COmmittee on SPAce Research scientific assembly, Aug 2014, Moscou, Russia
Communication dans un congrès hal-01172737v1
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Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model

Pierre Tandeo , Ronan Fablet , Pierre Ailliot
ICIP 2014 : 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2968 - 2972, ⟨10.1109/ICIP.2014.7025600⟩
Communication dans un congrès hal-01188818v1
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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
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Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST

Pierre Tandeo , Ronan Fablet , Pierre Ailliot
IGARSS 20104 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.5123 - 5125, ⟨10.1109/IGARSS.2014.6947650⟩
Communication dans un congrès hal-01188830v1
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Spatio-temporal interpolation of Sea Surface Temperature using high resolution remote sensing data

Redouane Lguensat , Pierre Tandeo , Ronan Fablet , René Garello
OCEANS 2014 - St John's : MTS/IEEE international conference, Sep 2014, St. John'S, Canada. pp.1 - 4, ⟨10.1109/OCEANS.2014.7002988⟩
Communication dans un congrès hal-01188863v1
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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
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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
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Spatio-temporal segmentation of mesoscale ocean surface dynamics using satellite data

Pierre Tandeo , Ronan Fablet , René Garello
OCEANS 2013 : proceedings of the MTS/IEEE Bergen, Jun 2013, Bergen, Norway. pp.1 - 5, ⟨10.1109/OCEANS-Bergen.2013.6608171⟩
Communication dans un congrès hal-00947670v1

Decreasing the rain-induced wind speed overestimation on SAR observations.

Aurélien Colin , Ronan Fablet , Pierre Tandeo , Charles Peureux , Romain Husson
CI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States
Poster de conférence hal-04231182v1
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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
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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

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
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Non-negative Decomposition of Sea Surface Dynamics from Multi-source Ocean Remote Sensing Data

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Pierre Tandeo , Ronan Fablet
ACO 2016 : A connected ocean: new approaches, new technologies, new challenges for knowledge of ocean processes, Oct 2016, Brest, France. 52, 2016
Poster de conférence hal-01611018v1