Learning ocean dynamical priors from noisy data using assimilation-derived neural nets
Said Ouala
,
Duong Nguyen
,
Cédric Herzet
,
Lucas Drumetz
,
Bertrand Chapron
et al.
Conference papers
hal-02285693v1
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CHARACTERISTICS OF MARINE ATMOSPHERIC BOUNDARY LAYER ROLL VORTICES FROM SENTINEL-1 SAR WAVE MODE
Chen Wang
,
Alexis Mouche
,
Ralph Foster
,
Douglas Vandemark
,
Justin Stopa
et al.
Conference papers
hal-02276981v1
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Data-driven Reconstruction of Partially Observed Dynamical Systems
Pierre Tandeo
,
Pierre Ailliot
,
Florian Sévellec
2022
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 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.
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.
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.
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.
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.
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.
2022
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
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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
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Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
Ronan Fablet
,
Bertrand Chapron
,
Julien Le Sommer
,
Florian Sévellec
2023
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.
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.
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.
Journal articles
hal-03832959v1
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Learning Latent Dynamics for Partially-Observed Chaotic Systems
Said Ouala
,
Duong Nguyen
,
Lucas Drumetz
,
Bertrand Chapron
,
Ananda Pascual
et al.
Journal articles
hal-02274705v1
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Nowcasting solar irradiance using an analog method and geostationary satellite images
Alex Ayet
,
Pierre Tandeo
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.
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.
Journal articles
hal-02275886v1
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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.
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.
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.
Journal articles
hal-03227823v1
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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
Journal articles
hal-01759072v1
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