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Structure: Internal structure identifier : 480580
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Learning ocean dynamical priors from noisy data using assimilation-derived neural nets

Said Ouala , Duong Nguyen , Cédric Herzet , Lucas Drumetz , Bertrand Chapron et al.
IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-3, ⟨10.1109/IGARSS.2019.8900345⟩
Conference papers hal-02285693v1
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Chen Wang , Alexis Mouche , Ralph Foster , Douglas Vandemark , Justin Stopa et al.
IGARSS 2019 : International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900287⟩
Conference papers hal-02276981v1
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Data-driven Reconstruction of Partially Observed Dynamical Systems

Pierre Tandeo , Pierre Ailliot , Florian Sévellec
Preprints, Working Papers, ... hal-03877235v1
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Monitoring the Greater Agulhas Current With AIS Data Information

Clément Le Goff , Brahim Boussidi , Alexei Mironov , Yann Guichoux , Yicun Zhen et al.
Journal of Geophysical Research. Oceans, 2021, 126 (5), pp.e2021JC017228. ⟨10.1029/2021jc017228⟩
Journal articles hal-03227798v1
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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 et al.
IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (5), pp.2518-2525. ⟨10.1109/TGRS.2017.2750491⟩
Journal articles hal-01365761v2
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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 et al.
Ocean Science, 2022, 18 (4), pp.1221 - 1244. ⟨10.5194/os-18-1221-2022⟩
Journal articles hal-03762091v1
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Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach

Elodie Martinez , Thomas Gorgues , Matthieu Lengaigne , Clément Fontana , Raphaëlle Sauzède et al.
Frontiers in Marine Science, 2020, 7, ⟨10.3389/fmars.2020.00464⟩
Journal articles hal-02941302v1
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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 et al.
OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1
Conference poster hal-02156704v1
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Altimetry for the future: Building on 25 years of progress

Saleh Abdalla , Abdolnabi Abdeh Kolahchi , Michaël Ablain , Susheel Adusumilli , Suchandra Aich Bhowmick et al.
Advances in Space Research, 2021, 68 (2), pp.319-363. ⟨10.1016/j.asr.2021.01.022⟩
Journal articles insu-03215002v1
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Classification of the global Sentinel-1 SAR vignettes for ocean surface process studies

Chen Wang , Pierre Tandeo , Alexis Mouche , Justin Stopa , Victor Gressani et al.
Remote Sensing of Environment, 2019, 234, pp.111457. ⟨10.1016/j.rse.2019.111457⟩
Journal articles hal-02363568v1
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Analog Data Assimilation for the Selection of Suitable General Circulation Models

Juan Ruiz , Pierre Ailliot , Pierre Le Bras , Valérie Monbet , Florian Sévellec et al.
Preprints, Working Papers, ... hal-03685531v1
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Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics

Gautier Cosne , Guillaume Maze , Pierre Tandeo
NeurIPS 2019 : 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers hal-02928416v1

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 , R Lguensat , L Gómez­navarro et al.
"25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal
Conference papers hal-01800511v1

Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets

Ronan Fablet , Bertrand Chapron , Julien Le Sommer , Florian Sévellec
Preprints, Working Papers, ... hal-03928366v1
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Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems

Abderrahim Bentamy , Semyon A Grodsky , Gildas Cambo , Pierre Tandeo , Xavier Capet et al.
Remote Sensing, 2021, 123 (5), pp.940. ⟨10.3390/rs13050940⟩
Journal articles hal-03161785v1
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Corrigendum: Reconstructing Global Chlorophyll-a Variations Using a Non-linear Statistical Approach

Elodie Martinez , Thomas Gorgues , Matthieu Lengaigne , Clement Fontana , Raphaëlle Sauzède et al.
Frontiers in Marine Science, 2020, 7, ⟨10.3389/fmars.2020.618249⟩
Journal articles hal-03145846v1
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Estimating the pycnocline depth from the SAR signature of internal waves in the Alboran Sea

Dessert Morgane , Marc Honnorat , Jean-Marc Le Caillec , Christophe Messager , Xavier Carton et al.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15, pp.9048 - 9061. ⟨10.1109/JSTARS.2022.3214298⟩
Journal articles hal-03832959v1

Learning Latent Dynamics for Partially-Observed Chaotic Systems

Said Ouala , Duong Nguyen , Lucas Drumetz , Bertrand Chapron , Ananda Pascual et al.
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30 (10), ⟨10.1063/5.0019309⟩
Journal articles hal-02274705v1
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Nowcasting solar irradiance using an analog method and geostationary satellite images

Alex Ayet , Pierre Tandeo
Solar Energy, 2018, 164, pp.301 - 315. ⟨10.1016/j.solener.2018.02.068⟩
Journal articles hal-01759081v1
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Effect of Subsurface Mediterranean Water Eddies on Sound Propagation Using ROMS Output and the Bellhop Model

Seyed Hossein Hassantabar Bozroudi , Daniele Ciani , Mahdi Mohammad Mahdizadeh , Mohammad Akbarinasab , Ana Claudia Barbosa Aguiar et al.
Water, 2021, 13 (24), pp.3617. ⟨10.3390/w13243617⟩
Journal articles hal-03752657v1
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A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode

Chen Wang , Alexis Mouche , Pierre Tandeo , Justin Stopa , Nicolas Longepe et al.
Geoscience Data Journal, 2019, 6 (2), pp.105-115. ⟨10.1002/gdj3.73⟩
Journal articles hal-02275886v1

Automated Geophysical Classification of Sentinel-1 Wave Mode SAR Images Through Deep-Learning

Chen Wang , Alexis Mouche , Pierre Tandeo , Justin Stopa , Bertrand Chapron et al.
IGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. ⟨10.1109/IGARSS.2018.8518354⟩
Conference papers hal-01929536v1
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Dynamical Properties of Weather Regime Transitions

Paul Platzer , Bertrand Chapron , Pierre Tandeo
Stochastic Transport in Upper Ocean Dynamics, 10, Springer International Publishing, pp.223-236, 2023, Mathematics of Planet Earth, ⟨10.1007/978-3-031-18988-3_14⟩
Book sections hal-03906946v1
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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 et al.
XXIV ISPRS 2021 : Intenational Society for Photogrammetry and Remote Sensing Congress, Jul 2021, Nice, France
Conference papers hal-03189218v1
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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 et al.
Remote Sensing, 2022, 14 (4), pp.851. ⟨10.3390/rs14040851⟩
Journal articles 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 et al.
Remote Sensing, 2020, 12 (24), pp.4156. ⟨10.3390/rs12244156⟩
Journal articles hal-03227823v1

Joint learning of variational data assimilation models and solvers

Ronan Fablet , Lucas Drumetz , François Rousseau , Olivier Pannekoucke , Bertrand Chapron et al.
ECMWF-ESA 2020 - Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Reading, United Kingdom
Conference papers hal-02927356v1
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Learning Variational Data Assimilation Models and Solvers

Ronan Fablet , Bertrand Chapron , Lucas Drumetz , Etienne Mémin , Olivier Pannekoucke et al.
Journal of Advances in Modeling Earth Systems, 2021, 13 (10), pp.article n° e2021MS002572. ⟨10.1029/2021MS002572⟩
Journal articles hal-02906798v1
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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 et al.
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⟩
Conference papers hal-03906953v1
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Exploring Machine Learning to Correct Satellite-Derived Sea Surface Temperatures

Stéphane Saux-Picart , Pierre Tandeo , Emmanuelle Autret , Blandine Gausset
Remote Sensing, 2018, 10 (2), pp.224 -. ⟨10.3390/rs10020224⟩
Journal articles hal-01759072v1