Pierre Tandeo

32 papers B 3C 6Misc 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
2024 J jnl
SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes.
CoRR
Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaïchouche, Pierre Tandeo, Ronan Fablet
2023 J jnl
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2023 J jnl
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review.
CoRR
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2023 J jnl
Online machine-learning forecast uncertainty estimation for sequential data assimilation.
CoRR
Maximiliano A. Sacco, Manuel Pulido, Juan J. Ruiz, Pierre Tandeo
2023 J jnl
Reduction of Rain-Induced Errors for Wind Speed Estimation on SAR Observations Using Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Ronan Fablet
2023 J jnl
Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks.
CoRR
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Ronan Fablet
2022 J jnl
Correction: Martinez et al. Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean. Remote Sens. 12, 2020, 4156.
Remote. Sens.
Elodie Martinez, Anouar Brini, Thomas Gorgues, Lucas Drumetz, Joana Roussillon, Pierre Tandeo, Guillaume Maze, Ronan Fablet
2022 J jnl
Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks.
CoRR
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
2022 C conf
Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset.
IGARSS
Aurélien Colin, Charles Peureux, Romain Husson, Ronan Fablet, Pierre Tandeo
2022 J jnl
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning.
Remote. Sens.
Aurélien Colin, Ronan Fablet, Pierre Tandeo, Romain Husson, Charles Peureux, Nicolas Longépé, Alexis Mouche
2022 J jnl
Two-dimensional structure functions to characterize convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images.
CoRR
Carlos Granero-Belinchón, Stéphane G. Roux, Nicolas B. Garnier, Pierre Tandeo, Bertrand Chapron, Alexis Mouche
2021 J jnl
Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification.
CoRR
Maximiliano A. Sacco, Juan J. Ruiz, Manuel Pulido, Pierre Tandeo
2021 C conf
Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments.
IGARSS
Aurélien Colin, Charles Peureux, Romain Husson, Nicolas Longépé, Régis Rauzy, Ronan Fablet, Pierre Tandeo, Samir Saoudi, Alexis Mouche, Gérald Dibarboure
2021 J jnl
Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems.
Remote. Sens.
Abderrahim Bentamy, Semyon A. Grodsky, Gildas Cambon, Pierre Tandeo, Xavier Capet, Claude Roy, Steven Herbette, Antoine Grouazel
2020 J jnl
Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean.
Remote. Sens.
Elodie Martinez, Anouar Brini, Thomas Gorgues, Lucas Drumetz, Joana Roussillon, Pierre Tandeo, Guillaume Maze, Ronan Fablet
2019 C conf
Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode.
IGARSS
Chen Wang, Alexis Mouche, Ralph C. Foster, Douglas C. Vandemark, Justin Edward Stopa, Pierre Tandeo, Nicolas Longépé, Bertrand Chapron
2019 J jnl
Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics.
CoRR
Gautier Cosne, Guillaume Maze, Pierre Tandeo
2018 C conf
Automated Geophysical Classification of Sentinel-L Wave Mode Sar Images Through Deep-Learning.
IGARSS
Chen Wang, Alexis Mouche, Pierre Tandeo, Justin Stopa, Bertrand Chapron, Ralph Foster, Douglas C. Vandemark
2018 C conf
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies.
IGARSS
Redouane Lguensat, Miao Sun, Ronan Fablet, Pierre Tandeo, Evan Mason, Ge Chen
2018 J jnl
Exploring Machine Learning to Correct Satellite-Derived Sea Surface Temperatures.
Remote. Sens.
Stéphane Saux Picart, Pierre Tandeo, Emmanuelle Autret, Blandine Gausset
2017 J jnl
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies.
CoRR
Redouane Lguensat, Miao Sun, Ronan Fablet, Evan Mason, Pierre Tandeo, Ge Chen
2016 — conf
An exemplar-based hidden Markov model framework for nonlinear state-space models.
EUSIPCO
Redouane Lguensat, Ronan Fablet, Pierre Ailliot, Pierre Tandeo
2016 Misc conf
Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data.
ICASSP
Manuel Lopez-Radcenco, Abdeldjalil Aïssa-El-Bey, Pierre Ailliot, Pierre Tandeo, Ronan Fablet
2016 J jnl
Spatio-Temporal Decomposition of Satellite-Derived SST-SSH Fields: Links Between Surface Data and Ocean Interior Dynamics in the Agulhas Region.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Clément Le Goff, Ronan Fablet, Pierre Tandeo, Emmanuelle Autret, Bertrand Chapron
2016 J jnl
Validation and Parameter Sensitivity Tests for Reconstructing Swell Field Based on an Ensemble Kalman Filter.
Sensors
Xuan Wang, Pierre Tandeo, Ronan Fablet, Romain Husson, Lei Guan, Ge Chen
2015 B conf
Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures.
ICIP
Redouane Lguensat, Pierre Tandeo, Ronan Fablet, Pierre Ailliot
2014 C conf
Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST.
IGARSS
Pierre Tandeo, Ronan Fablet, Pierre Ailliot
2014 B conf
Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model.
ICIP
Pierre Tandeo, Ronan Fablet, Pierre Ailliot
2014 J jnl
Segmentation of Mesoscale Ocean Surface Dynamics Using Satellite SST and SSH Observations.
IEEE Trans. Geosci. Remote. Sens.
Pierre Tandeo, Bertrand Chapron, Sileye O. Ba, Emmanuelle Autret, Ronan Fablet
2013 B conf
Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields.
ICIP
Pierre Tandeo, Sileye O. Ba, Ronan Fablet, Bertrand Chapron, Emmanuelle Autret
2009 J jnl
A Multivariate Regression Approach to Adjust AATSR Sea Surface Temperature to
IEEE Geosci. Remote. Sens. Lett.
Pierre Tandeo, Emmanuelle Autret, Jean-François Piollé, Jean Tournadre, Pierre Ailliot