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Pierre Tandeo

102
Documents
Researcher identifiers

Presentation

[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

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On‐line machine‐learning forecast uncertainty estimation for sequential data assimilation

Maximiliano A Sacco , Manuel Pulido , Juan J Ruiz , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, 2024, pp.1-24. ⟨10.1002/qj.4743⟩
Journal articles hal-04572960v1
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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⟩
Journal articles hal-04502265v1
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Gaussian mixture models for the optimal sparse sampling of offshore wind resource

Robin Marcille , Maxime Thiébaut , Pierre Tandeo , Jean-François Filipot
Wind Energy Science, 2023, 8 (5), pp.771 - 786. ⟨10.5194/wes-8-771-2023⟩
Journal articles hal-04131337v1
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Data-driven reconstruction of partially observed dynamical systems

Pierre Tandeo , Pierre Ailliot , Florian Sévellec
Nonlinear Processes in Geophysics, 2023, 30 (2), pp.129 - 137. ⟨10.5194/npg-30-129-2023⟩
Journal articles hal-04131312v2
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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⟩
Journal articles hal-04466894v2
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
Discrete and Continuous Dynamical Systems - Series S, 2023, 16 (2), pp.240-264. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1
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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, inPress, 10 (6), pp.1361-1387. ⟨10.1109/JAS.2023.123537⟩
Journal articles hal-04039094v1
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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⟩
Journal articles hal-04149533v1
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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⟩
Journal articles hal-03616058v1
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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⟩
Journal articles hal-03762091v1
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Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification

Maximiliano Sacco , Juan Ruiz , Manuel Pulido , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, inPress, ⟨10.1002/qj.4362⟩
Journal articles hal-03685523v1
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Two-dimensional structure functions for characterizing convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images

Carlos Granero-Belinchon , Stéphane G. Roux , Nicolas B. Garnier , Pierre Tandeo , Bertrand Chapron
Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩
Journal articles hal-03576400v2
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Analog data assimilation for the selection of suitable general circulation models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet
Geoscientific Model Development, 2022, 15, pp.7203-7220. ⟨10.5194/gmd-15-7203-2022⟩
Journal articles insu-03868833v2
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Probability distributions for analog-to-target distances

Paul Platzer , Pascal Yiou , Philippe Naveau , Jean-François Filipot , Maxime Thiébaut
Journal of the Atmospheric Sciences, 2021, 78 (10), pp.3317-3335. ⟨10.1175/JAS-D-20-0382.1⟩
Journal articles hal-03104948v1
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Using local dynamics to explain analog forecasting of chaotic systems

Paul Platzer , Pascal Yiou , Philippe Naveau , Pierre Tandeo , Jean-François Filipot
Journal of the Atmospheric Sciences, 2021, 78 (7), pp.2117-2133. ⟨10.1175/JAS-D-20-0204.1⟩
Journal articles hal-02902685v1
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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
Remote Sensing, 2021, 123 (5), pp.940. ⟨10.3390/rs13050940⟩
Journal articles hal-03161785v1
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Monitoring the Greater Agulhas Current With AIS Data Information

Clément Le Goff , Brahim Boussidi , Alexei Mironov , Yann Guichoux , Yicun Zhen
Journal of Geophysical Research. Oceans, 2021, 126 (5), pp.e2021JC017228. ⟨10.1029/2021jc017228⟩
Journal articles hal-03227798v1
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Model error covariance estimation in particle and ensemble Kalman filters using an online expectation‐maximization algorithm

Tadeo Javier Cocucci , Manuel Pulido , Magdalena Lucini , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, 2021, 147 (734), pp.526-543. ⟨10.1002/qj.3931⟩
Journal articles hal-02964198v1

Statistical forecast of the marine surge

Gonzalo Iñaki Quintana , Pierre Tandeo , Lucas Drumetz , Laurent Leballeur , Marc Pavec
Natural Hazards, 2021, ⟨10.1007/s11069-021-04806-6⟩
Journal articles hal-03251802v1
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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⟩
Journal articles 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⟩
Journal articles hal-03227823v1
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A Review of Innovation-Based Methods to Jointly Estimate Model and Observation Error Covariance Matrices in Ensemble Data Assimilation

Pierre Tandeo , Pierre Ailliot , Marc Bocquet , Alberto Carrassi , Takemasa Miyoshi
Monthly Weather Review, 2020, 148 (10), pp.3973-3994. ⟨10.1175/MWR-D-19-0240.1⟩
Journal articles hal-02922301v1

Ocean surface currents reconstruction: Spectral characterization of the transfer function between SST and SSH

Cristina Gonzalez Haro , Jordi Isern-Fontanet , Pierre Tandeo , René Garello
Journal of Geophysical Research. Oceans, 2020, ⟨10.1029/2019JC015958⟩
Journal articles hal-02940449v1
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An adaptive optimal interpolation based on analog forecasting: application to SSH in the Gulf of Mexico

Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Sammy Metref , Thierry Penduff
Journal of Atmospheric and Oceanic Technology, 2020, 37 (9), pp.1697-1711. ⟨10.1175/JTECH-D-20-0001.1⟩
Journal articles hal-02920568v1

Wave group focusing in the ocean: estimations using crest velocities and a Gaussian linear model

Paul Platzer , Jean François Filipot , Philippe Naveau , Pierre Tandeo , Pascal Yiou
Natural Hazards, 2020, 104, pp.2431-2449. ⟨10.1007/s11069-020-04279-z⟩
Journal articles hal-02927235v1
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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
Geoscience Data Journal, 2019, 6 (2), pp.105-115. ⟨10.1002/gdj3.73⟩
Journal articles hal-02275886v1
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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
Remote Sensing of Environment, 2019, 234, pp.111457. ⟨10.1016/j.rse.2019.111457⟩
Journal articles hal-02363568v1
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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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Stochastic parameterization identification using ensemble Kalman filtering combined with maximum likelihood methods

Manuel Pulido , Pierre Tandeo , Marc Bocquet , Alberto Carrassi , Magdalena Lucini
Tellus A: Dynamic Meteorology and Oceanography,, 2018, 70 (1), pp.1 - 17. ⟨10.1080/16000870.2018.1442099⟩
Journal articles hal-01773980v1
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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

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⟩
Journal articles hal-01511358v1
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Estimating model error covariances in nonlinear state-space models using Kalman smoothing and the expectation-maximisation algorithm

Denis Dreano , Pierre Tandeo , Manuel Pulido , Boujemaa Ait-El-Fquih , Thierry Chonavel
Quarterly Journal of the Royal Meteorological Society, 2017, 143 (705), pp.1877 - 1885. ⟨10.1002/qj.3048⟩
Journal articles hal-01574682v1

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⟩
Journal articles 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⟩
Journal articles hal-01443972v1
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DADA: Data Assimilation for the Detection and Attribution of weather- and climate-related events

Alexis Hannart , Alberto Carrassi , Marc Bocquet , Michael Ghil , Philippe Naveau
Climatic Change, 2016, 136 (2), pp.155-174. ⟨10.1007/s10584-016-1595-3⟩
Journal articles hal-01356197v1

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⟩
Journal articles hal-01443999v1

Estimation of the functional form of subgrid-scale parameterizations using ensemble-based data assimilation: a simple model experiment

Manuel Pulido , Guillermo Scheffler , Juan Ruiz , Magdalena Lucini , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, 2016, 142 (701), pp.2974 - 2984. ⟨10.1002/qj.2879⟩
Journal articles hal-01443992v1

Screening for Neuropathic Pain, Anxiety and Other Associated Chronic Pain Conditions in Vulvodynia: A Pilot Study

Anne Clémence Tersiguel , Céline Bodéré , Martine Schollhammer , Edith Postec , Pierre Tandeo
Acta Dermato-Venereologica, 2015, 95 (6), pp.749 - 751. ⟨10.2340/00015555-2053⟩
Journal articles hal-01308361v1
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Offline parameter estimation using EnKF and maximum likelihood error covariance estimates: Application to a subgrid-scale orography parameterization

Pierre Tandeo , Manuel Pulido , François Lott
Quarterly Journal of the Royal Meteorological Society, 2015, 141 (687), pp.383 - 395. ⟨10.1002/qj.2357⟩
Journal articles hal-01194557v1
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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⟩
Journal articles 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⟩
Journal articles 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⟩
Book sections hal-01202496v1

Data-driven reconstruction of partially observed dynamical systems

Pierre Tandeo
RIKEN 2023 - 14th workshop on Data Assimilation, Aug 2023, Kobe, Japan
Conference papers hal-04193129v1
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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-04193133v1
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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
108 Reunión Anual de Física 2023, https://rafa2023.fisica.org.ar/comite-organizador, Sep 2023, Bahía Blanca, Argentina
Conference papers hal-04274457v1

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-04193127v1

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-04193130v1
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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⟩
Conference papers hal-03874778v1

Identify the dynamics of climate models using data assimilation and analog predictions

Pierre Tandeo , P. Ailliot , Christophe Bello , B. Chapron , T. Chau
DataLearning Working Group, May 2021, Londres, United Kingdom
Conference papers hal-03278987v1
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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-03906946v1
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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-03906953v1

Narrowing uncertainties of climate projections using data science tools?

Pierre Tandeo , P. Ailliot , C. Bello , B. Chapron , T. Chau
AI4Climate, Mar 2021, Paris, France
Conference papers hal-03278989v1

Machine learning-based uncertainty quantification for data assimilation: a simple model experiment

Juan Ruiz , Maximiliano Sacco , Yicun Zhen , Pierre Tandeo , Manuel Pulido
European Geosciences Union, Apr 2021, Vienne, Austria. ⟨10.5194/egusphere-egu21-9254⟩
Conference papers hal-03279041v1

Narrowing uncertainties in climate projections using data science tools

Pierre Tandeo , Pierre Ailliot , Christophe Bello , Bertrand Chapron , Trang Chau
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
Conference papers hal-03279029v1

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
EGU General Assembly, May 2020, En ligne, Austria
Conference papers hal-03000989v1
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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-02927329v1
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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-02942802v1
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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
Conference papers hal-02927335v1

Selection of dynamic model using analog data assimilation

Pierre Ailliot , Thi Tuyet Trang Chau , Valérie Monbet , Philippe Naveau , Juan Ruiz
Statistical Modeling and Machine Learning in Meteorology and Oceanography, Feb 2020, Brest, France
Conference papers hal-02921295v1
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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-02276974v1

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-02156742v1
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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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CHARACTERISTICS OF MARINE ATMOSPHERIC BOUNDARY LAYER ROLL VORTICES FROM SENTINEL-1 SAR WAVE MODE

Chen Wang , Alexis Mouche , Ralph Foster , Douglas Vandemark , Justin Stopa
IGARSS 2019 : International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900287⟩
Conference papers hal-02276981v1

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-02156729v1

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⟩
Conference papers hal-01929509v1

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

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

Estimation of error covariance matrices in data assimilation

Pierre Tandeo , Pierre Ailliot , Marc Bocquet , Alberto Carrassi , Ibrahim Hoteit
RIKEN International Workshop on Uncertainty Quantification (UQWS), Feb 2018, Kobe, Japan
Conference papers hal-01824227v1

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-01885562v1

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
Conference papers hal-01586349v1
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Analog nowcasting of solar irradiance from geostationary satellite images

Alex Ayet , Pierre Tandeo
Climate Informatics, Sep 2017, Boulder, United States
Conference papers hal-01799807v1

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-01609890v1
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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⟩
Conference papers 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⟩
Conference papers hal-01444213v1

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
OCEANS 2016 - Monterey : MTS/IEEE international conference, Sep 2016, Monterey, United States. pp.1 - 5, ⟨10.1109/OCEANS.2016.7761383⟩
Conference papers hal-01444276v1

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
Conference papers hal-01345101v1

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-01444302v1
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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⟩
Conference papers 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⟩
Conference papers hal-01356222v1
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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
Conference papers hal-01188825v1
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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⟩
Conference papers hal-01188818v1
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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⟩
Conference papers hal-01188830v1

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-01172737v1
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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⟩
Conference papers hal-01188863v1
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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⟩
Conference papers hal-00946865v1
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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
Conference papers hal-00958440v1
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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⟩
Conference papers 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
Conference poster hal-04231182v1
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Toward an integrated NWP-DA-AI system for 30-second-update precipitation prediction

Shigenori Otsuka , Yasumitsu Maejima , Pierre Tandeo , Takemasa Miyoshi
ECMWF-ESA Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Virtual Conference, United Kingdom
Conference poster hal-02967547v1
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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
Conference poster hal-02108347v1
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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
Conference poster hal-02156704v1
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On the detection and segmentation of metocean features on SAR images using Deep Learning: perspectives for SWOT

Nicolas Longépé , Romain Husson , Chen Wang , Alexis Mouche , Pierre Tandeo
SWOT Science Team Meeting, Jun 2019, Talence, France
Conference poster hal-02156712v1
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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
Conference poster hal-01611018v1

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⟩
Conference poster hal-01355266v1
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Algorithmie et méthodes d'apprentissage automatique pour les sciences environnementales

Pierre Tandeo
Océan, Atmosphère. Université de Bretagne Occidentale, 2023
Habilitation à diriger des recherches tel-04466800v1