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Data-driven identification and reconstruction of partially observed dynamical systems
Pierre Tandeo
ISDA 2024 - 10th International Symposium on Data Assimilation, RIKEN, Oct 2024, Kobe, Japan
Conference papers
hal-04764759
v1
|
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Narrowing Uncertainties of Climate Projections using Data-driven Methods: the AMOC Case Study
Pierre Tandeo
,
Pierre Le Bras
,
Florian Sévellec
,
Pierre Ailliot
,
Juan Ruiz
NHM 2023: 6th International Workshop on Nonhydrostatic Models, Aug 2023, Sapporo, Japan. pp.1-13
Conference papers
hal-04193133
v1
|
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Caracterización topológica de la Circulación de retorno meridional del Atlántico
Caterina Mosto
,
Gisela Daniela Charó
,
Pierre Le Bras
,
Pierre Tandeo
,
Florian Sévellec
et al.
108 Reunión Anual de Física 2023, https://rafa2023.fisica.org.ar/comite-organizador, Sep 2023, Bahía Blanca, Argentina
Conference papers
hal-04274457
v1
|
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Dynamical Properties of Weather Regime Transitions
Paul Platzer
,
Bertrand Chapron
,
Pierre Tandeo
STUOD 2021: Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2021, London, United Kingdom. pp.223-236, ⟨10.1007/978-3-031-18988-3_14⟩
Conference papers
hal-03906946
v1
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Data-driven reconstruction of partially observed dynamical systems
Pierre Tandeo
RIKEN 2023 - 14th workshop on Data Assimilation, Aug 2023, Kobe, Japan
Conference papers
hal-04193129
v1
|
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Data-driven reconstruction of partially observed dynamical systems
Pierre Tandeo
ICIAM 2023 - 10th International Congress on Industrial and Applied Mathematics, Aug 2023, Tokyo, Japan
Conference papers
hal-04193127
v1
|
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Estimating Dynamical Models using Machine Learning and Data Assimilation
Pierre Tandeo
IMT-Atlantique & Kyoto University & RIKEN joint Data Assimilation workshop, Aug 2023, Kobe, Japan
Conference papers
hal-04193130
v1
|
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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⟩
Conference papers
hal-03906953
v1
|
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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
Conference papers
hal-03874778
v1
|
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Narrowing uncertainties in climate projections using data science tools
Pierre Tandeo
,
Pierre Ailliot
,
Christophe Bello
,
Bertrand Chapron
,
Trang Chau
et al.
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
Conference papers
hal-03279029
v1
|
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Machine learning-based uncertainty quantification for data assimilation: a simple model experiment
Juan Ruiz
,
Maximiliano Sacco
,
Yicun Zhen
,
Pierre Tandeo
,
Manuel Pulido
Conference papers
hal-03279041
v1
|
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Identify the dynamics of climate models using data assimilation and analog predictions
Pierre Tandeo
,
P. Ailliot
,
Christophe Bello
,
B. Chapron
,
T. Chau
et al.
DataLearning Working Group, May 2021, Londres, United Kingdom
Conference papers
hal-03278987
v1
|
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Narrowing uncertainties of climate projections using data science tools?
Pierre Tandeo
,
P. Ailliot
,
C. Bello
,
B. Chapron
,
T. Chau
et al.
AI4Climate, Mar 2021, Paris, France
Conference papers
hal-03278989
v1
|
|
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
Conference papers
hal-02927335
v1
|
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Quantification of forecast uncertainty using neural networks
Maximiliano Sacco
,
Yicun Zhen
,
Pierre Tandeo
,
Juan Ruiz
,
Manuel Pulido
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Conference papers
hal-02942802
v1
|
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Selection of dynamic model using analog data assimilation
Pierre Ailliot
,
Thi Tuyet Trang Chau
,
Valérie Monbet
,
Philippe Naveau
,
Juan Ruiz
et al.
Statistical Modeling and Machine Learning in Meteorology and Oceanography, Feb 2020, Brest, France
Conference papers
hal-02921295
v1
|
|
Selection of dynamical model using analog data assimilation
Juan Ruiz
,
Pierre Ailliot
,
Thi Tuyet Trang Chau
,
Valérie Monbet
,
Pierre Tandeo
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Conference papers
hal-02927329
v1
|
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An adaptive optimal interpolation based on analog forecasting: application to SSH in the Gulf of Mexico
Yicun Zhen
,
Pierre Tandeo
,
Stephanie Leroux
,
Sammy Metref
,
Thierry Penduff
et al.
EGU General Assembly, May 2020, En ligne, Austria
Conference papers
hal-03000989
v1
|
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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-02276981
v1
|
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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-02928416
v1
|
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Model error in geophysical data assimilation - Some ideas
Alberto Carrassi
,
Pierre Tandeo
ISDA2019 : 7th International Symposium on Data Assimilation, Jan 2019, Kobe, Japan
Conference papers
hal-02156742
v1
|
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Predicting Analog Forecasting Errors using Dynamical Systems
Paul Platzer
,
Pascal Yiou
,
Pierre Tandeo
,
Philippe Naveau
,
Jean-François Filipot
CI 2019 : 9th International Workshop on Climate Informatics, Oct 2019, Paris, France
Conference papers
hal-02276974
v1
|
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High-resolution currents from the synergy between Infrared SST and altimetry
Cristina Gonzalez-Haro
,
Jordi Isern-Fontanet
,
Pierre Tandeo
,
Emmanuelle Autret
LPS 2019 : Living Planet Symposium, May 2019, Milan, Italy
Conference papers
hal-02156729
v1
|
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Joint Estimation of Model and Observation Error Covariance Matrices in Data Assimilation: a Review
Pierre Tandeo
Colloque national d'assimilation de données, Sep 2018, Rennes, France
Conference papers
hal-01885562
v1
|
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EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies
Redouane Lguensat
,
Miao Sun
,
Ronan Fablet
,
Evan Mason
,
Pierre Tandeo
et al.
Conference papers
hal-01929509
v1
|
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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-01929536
v1
|
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Estimation of error covariance matrices in data assimilation
Pierre Tandeo
,
Pierre Ailliot
,
Marc Bocquet
,
Alberto Carrassi
,
Ibrahim Hoteit
et al.
RIKEN International Workshop on Uncertainty Quantification (UQWS), Feb 2018, Kobe, Japan
Conference papers
hal-01824227
v1
|
|
Analog assimilation for high-dimensional geophysical dynamics
Ronan Fablet
,
Redouane Lguensat
,
Phi Huynh Viet
,
Pierre Ailliot
,
Bertrand Chapron
et al.
DSE 2017 : Workshop on Data Science and Environment, Jul 2017, Brest, France
Conference papers
hal-01586349
v1
|
|
Analog nowcasting of solar irradiance from geostationary satellite images
Alex Ayet
,
Pierre Tandeo
Climate Informatics, Sep 2017, Boulder, United States
Conference papers
hal-01799807
v1
|
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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
Conference papers
hal-01609890
v1
|
|
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⟩
Conference papers
hal-01298201
v1
|
|
An Exemplar-based Hidden Markov Model framework for nonlinear state-space models
Redouane Lguensat
,
Ronan Fablet
,
Pierre Ailliot
,
Pierre Tandeo
Conference papers
hal-01444213
v1
|
|
Combining 15 years of microwave SST and along-track SSH to estimate ocean surface currents
Pierre Tandeo
,
Aitor Atencia
,
Cristina Gonzalez Haro
CI 2016 : 6th International Workshop on Climate Informatics, Sep 2016, Boulder, États-Unis. pp.1 - 4, ⟨10.5065/D6K072N6⟩
Conference papers
hal-01444302
v1
|
|
Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic Profiles
Guillaume Maze
,
Herlé Mercier
,
Ronan Fablet
,
Philippe Lenca
,
Manuel Lopez Radcenco
et al.
OSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis
Conference papers
hal-01345101
v1
|
|
Ocean Surface Current Reconstruction: On the Transfer Function between Infrared SST and along-track altimeter observations
Cristina Gonzalez Haro
,
Emmanuelle Autret
,
Jordi Isern-Fontanet
,
Pierre Tandeo
,
René Garello
Conference papers
hal-01444276
v1
|
|
Spatio-temporal interpolation of Sea Surface Temperature using high resolution remote sensing data
Redouane Lguensat
,
Pierre Tandeo
,
Ronan Fablet
,
René Garello
Conference papers
hal-01188863
v1
|
|
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⟩
Conference papers
hal-01271173
v1
|
|
The analog data assimilation: application to 20 years of altimetric data
Pierre Tandeo
,
Pierre Ailliot
,
Bertrand Chapron
,
Redouane Lguensat
,
Ronan Fablet
Conference papers
hal-01356222
v1
|
|
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⟩
Conference papers
hal-01188818
v1
|
|
The Analog Ensemble Kalman Filter and Smoother
Pierre Tandeo
,
Pierre Ailliot
,
Ronan Fablet
,
Juan Ruiz
,
François Rousseau
et al.
CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Conference papers
hal-01188825
v1
|
|
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
Conference papers
hal-01172737
v1
|
|
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⟩
Conference papers
hal-01188830
v1
|
|
Spatio-temporal segmentation of mesoscale ocean surface dynamics using satellite data
Pierre Tandeo
,
Ronan Fablet
,
René Garello
Conference papers
hal-00947670
v1
|
|
Interpolated swell fields from SAR measurements
Pierre Tandeo
,
René Garello
,
Ronan Fablet
,
Romain Husson
,
Fabrice Collard
et al.
OCEANS 2013 : proceedings of the MTS/IEEE San Diego Conference, Sep 2013, San Diego, United States. pp.1-4
Conference papers
hal-00958440
v1
|
|
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⟩
Conference papers
hal-00946865
v1
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