Pierre Tandeo

Identifiants chercheurs

IdHAL :

pierre-tandeo

ORCID :

0000-0003-1647-8239

IdRef :

148730337

Présentation

https://tandeo.wordpress.com/

https://www.researchgate.net/

https://github.com/ptandeo

Publications

Article dans une revue (52)

State and Stochastic Parameters Estimation with Combined Ensemble Kalman and Particle Filters Jules Guillot,Pierre Ailliot,Emmanuel Frénod,Juan Ruiz,Pierre Tandeo Monthly Weather Review, 2025, 153 (7), pp.1141-1154. ⟨10.1175/MWR-D-24-0123.1⟩ Article dans une revue hal-04916479v1
Arctic regional changes revealed by clustering of sea-ice observations Amélie Simon,Pierre Tandeo,Florian Sévellec,Camille Lique The Cryosphere, 2025, 19 (12), pp.6639-6658. ⟨10.5194/tc-19-6639-2025⟩ Article dans une revue hal-05407599v1
Reconstructing monthly 20th century salinity fields using a data-driven method and Argo data Erwan Oulhen,Nicolas Kolodziejczyk,Pierre Tandeo,Bruno Blanke,Florian Sévellec Ocean Dynamics, 2025, 75 (6), pp.47. ⟨10.1007/s10236-025-01690-7⟩ Article dans une revue hal-05097260v1
Neural Variational Data Assimilation with Uncertainty Quantification Using SPDE Priors Maxime Beauchamp,Ronan Fablet,Simon Benaichouche,Pierre Tandeo,Nicolas Desassiset al. Artificial Intelligence for the Earth Systems, 2025, 4 (3), pp.1-29. ⟨10.1175/AIES-D-24-0060.1⟩ Article dans une revue hal-05232110v1
A templex-based study of the Atlantic Meridional Overturning Circulation dynamics in idealized chaotic models Caterina Mosto,Gisela D Charó,Florian Sévellec,Pierre Tandeo,Juan J Ruizet al. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2025, 35 (1), pp.1-17. ⟨10.1063/5.0231713⟩ Article dans une revue hal-04872005v1
Distance Learning for Analog Methods Paul Platzer,Bertrand Chapron,Lucas Drumetz,Alexis Mouche,Pierre Tandeoet al. Monthly Weather Review, 2025, ⟨10.1175/MWR-D-24-0204.1⟩ Article dans une revue hal-05283123v1
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⟩ Article dans une revue hal-04572960v1
Reconstructing the Ocean State Using Argo Data and a Data-Driven Method Erwan Oulhen,Nicolas Kolodziejczyk,Pierre Tandeo,Bruno Blanke,Florian Sévellec Journal of Atmospheric and Oceanic Technology, 2024, pp.1-30. ⟨10.1175/JTECH-D-23-0157.1⟩ Article dans une revue hal-04759542v1
Convolutional encoding and normalizing flows: a deep learning approach for offshore wind speed probabilistic forecasting in the Mediterranean Sea Robin Marcille,Pierre Tandeo,Maxime Thiébaut,Pierre Pinson,Ronan Fablet Artificial Intelligence for the Earth Systems, 2024, pp.1-41. ⟨10.1175/aies-d-23-0112.1⟩ Article dans une revue hal-04645705v1
Selecting and weighting dynamical models using data-driven approaches Pierre Le Bras,Florian Sévellec,Pierre Tandeo,Juan Ruiz,Pierre Ailliot Nonlinear Processes in Geophysics, 2024, 31 (3), pp.303-317. ⟨10.5194/npg-31-303-2024⟩ Article dans une revue hal-04632018v1
Site-level and spatially-explicit modelling provides some insights on key factors driving seasonal dynamics of an intertidal seagrass Héloïse Muller,Etienne Auclair,Aubin Woehrel,Florian Ganthy,Pierre Tandeoet al. Ecological Modelling, 2024, 495, pp.110802. ⟨10.1016/j.ecolmodel.2024.110802⟩ Article dans une revue hal-04659360v1
Could old tide gauges help estimate past atmospheric variability? Paul Platzer,Pierre Ailliot,Bertrand Chapron,Pierre Tandeo Climate of the Past, 2024, 20 (1), pp.2267-2286. ⟨10.5194/cp-20-2267-2024⟩ Article dans une revue hal-04732501v2
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks Aurélien Colin,Pierre Tandeo,Charles Peureux,Romain Husson,Nicolas Longépéet al. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-14. ⟨10.1109/TGRS.2024.3353311⟩ Article dans une revue hal-04502265v1
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⟩ Article dans une revue hal-04149533v1
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng,César Quilodrán-Casas,Said Ouala,Alban Farchi,Che Liuet al. IEEE/CAA Journal of Automatica Sinica, 2023, 10 (6), pp.1361-1387. ⟨10.1109/JAS.2023.123537⟩ Article dans une revue hal-04039094v1
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⟩ Article dans une revue hal-04131337v1
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⟩ Article dans une revue hal-03616079v1
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⟩ Article dans une revue hal-04131312v2
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 Chavaset al. Monthly Weather Review, 2023, 151 (12), pp.3169-3189. ⟨10.1175/MWR-D-23-0119.1⟩ Article dans une revue hal-04466894v2
Analog data assimilation for the selection of suitable general circulation models Juan Ruiz,Pierre Ailliot,Thi Tuyet Trang Chau,Pierre Le Bras,Valérie Monbetet al. Geoscientific Model Development, 2022, 15, pp.7203-7220. ⟨10.5194/gmd-15-7203-2022⟩ Article dans une revue insu-03868833v2
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 Tréguieret al. Ocean Science, 2022, 18 (4), pp.1221 - 1244. ⟨10.5194/os-18-1221-2022⟩ Article dans une revue hal-03762091v1
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning Aurélien Colin,Ronan Fablet,Pierre Tandeo,Romain Husson,Charles Peureuxet al. Remote Sensing, 2022, 14 (4), pp.851. ⟨10.3390/rs14040851⟩ Article dans une revue hal-03616058v1
Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification Maximiliano Sacco,Juan Ruiz,Manuel Pulido,Pierre Tandeo Quarterly Journal of the Royal Meteorological Society, 2022, 148 (749), pp.3470-3490. ⟨10.1002/qj.4362⟩ Article dans une revue hal-03685523v1
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 Chapronet al. Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩ Article dans une revue hal-03576400v2
Monitoring the Greater Agulhas Current With AIS Data Information Clément Le Goff,Brahim Boussidi,Alexei Mironov,Yann Guichoux,Yicun Zhenet al. Journal of Geophysical Research. Oceans, 2021, 126 (5), pp.e2021JC017228. ⟨10.1029/2021jc017228⟩ Article dans une revue hal-03227798v1
Probability distributions for analog-to-target distances Paul Platzer,Pascal Yiou,Philippe Naveau,Jean-François Filipot,Maxime Thiébautet al. Journal of the Atmospheric Sciences, 2021, 78 (10), pp.3317-3335. ⟨10.1175/JAS-D-20-0382.1⟩ Article dans une revue hal-03104948v1
Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems Abderrahim Bentamy,Semyon A. Grodsky,Gildas Cambo,Pierre Tandeo,Xavier Capetet al. Remote Sensing, 2021, 123 (5), pp.940. ⟨10.3390/rs13050940⟩ Article dans une revue hal-03161785v1
Using local dynamics to explain analog forecasting of chaotic systems Paul Platzer,Pascal Yiou,Philippe Naveau,Pierre Tandeo,Jean-François Filipotet al. Journal of the Atmospheric Sciences, 2021, 78 (7), pp.2117-2133. ⟨10.1175/JAS-D-20-0204.1⟩ Article dans une revue hal-02902685v1
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⟩ Article dans une revue 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⟩ Article dans une revue hal-03251802v1
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 Miyoshiet al. Monthly Weather Review, 2020, 148 (10), pp.3973-3994. ⟨10.1175/MWR-D-19-0240.1⟩ Article dans une revue hal-02922301v1
Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean Elodie Martinez,Anouar Brini,Thomas Gorgues,Lucas Drumetz,Joana Roussillonet al. Remote Sensing, 2020, 12 (24), pp.4156. ⟨10.3390/rs12244156⟩ Article dans une revue hal-03227823v1
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⟩ Article dans une revue hal-02927235v1
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 Penduffet al. Journal of Atmospheric and Oceanic Technology, 2020, 37 (9), pp.1697-1711. ⟨10.1175/JTECH-D-20-0001.1⟩ Article dans une revue hal-02920568v1
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⟩ Article dans une revue hal-02940449v1
Classification of the global Sentinel-1 SAR vignettes for ocean surface process studies Chen Wang,Pierre Tandeo,Alexis Mouche,Justin Stopa,Victor Gressaniet al. Remote Sensing of Environment, 2019, 234, pp.111457. ⟨10.1016/j.rse.2019.111457⟩ Article dans une revue hal-02363568v1
A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode Chen Wang,Alexis Mouche,Pierre Tandeo,Justin Stopa,Nicolas Longepeet al. Geoscience Data Journal, 2019, 6 (2), pp.105-115. ⟨10.1002/gdj3.73⟩ Article dans une revue hal-02275886v1
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⟩ Article dans une revue hal-01773980v1
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⟩ Article dans une revue hal-01759081v1
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⟩ Article dans une revue hal-01759072v1
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⟩ Article dans une revue hal-01609141v1
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 Radcencoet al. Progress in Oceanography, 2017, 151, pp.275 - 292. ⟨10.1016/j.pocean.2016.12.008⟩ Article dans une revue hal-01511358v1
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 Chonavelet al. Quarterly Journal of the Royal Meteorological Society, 2017, 143 (705), pp.1877 - 1885. ⟨10.1002/qj.3048⟩ Article dans une revue hal-01574682v1
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⟩ Article dans une revue 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⟩ Article dans une revue hal-01443992v1
DADA: Data Assimilation for the Detection and Attribution of weather- and climate-related events Alexis Hannart,Alberto Carrassi,Marc Bocquet,Michael Ghil,Philippe Naveauet al. Climatic Change, 2016, 136 (2), pp.155-174. ⟨10.1007/s10584-016-1595-3⟩ Article dans une revue hal-01356197v1
Validation and parameter sensitivity test for reconstructing swell field based on Ensemble Kalman filter Xuan Wang,Pierre Tandeo,Ronan Fablet,Romain Husson,Lei Guanet al. Sensors, 2016, 16 (12), pp.art.2000 - ⟨10.3390/s16122000⟩ Article dans une revue hal-01443972v1
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 Tandeoet al. Acta Dermato-Venereologica, 2015, 95 (6), pp.749 - 751. ⟨10.2340/00015555-2053⟩ Article dans une revue hal-01308361v1
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⟩ Article dans une revue hal-01194557v1
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⟩ Article dans une revue hal-00947965v1
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⟩ Article dans une revue hal-00946860v1
Linear Gaussian state-space model with irregular sampling: application to sea surface temperature Pierre Tandeo,Pierre Ailliot,Emmanuelle Autret Stochastic Environmental Research and Risk Assessment, 2011, 25 (6), pp.793-804. ⟨10.1007/s00477-010-0442-8⟩ Article dans une revue istex hal-04498972v1

Chapitre d'ouvrage (1)

Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system Pierre Tandeo,Pierre Ailliot,Juan Ruiz,Alexis Hannart,Bertrand Chapronet al. 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⟩ Chapitre d'ouvrage hal-01202496v1

Thèse (1)

MODÉLISATION SPATIO-TEMPORELLE D'UNE VARIABLE QUANTITATIVE À PARTIR DE DONNÉES MULTI-SOURCES APPLICATION À LA TEMPÉRATURE DE SURFACE DES OCÉANS Pierre Tandeo Mathématiques [math]. Agrocampus - Ecole nationale supérieure d'agronomie de rennes, 2010. Français. ⟨NNT : ⟩ Thèse tel-00582679v1

Communication dans un congrès (54)

A multi-disciplinary approach to teaching climate change and data science Sally Close,Pierre Tandeo,Guillaume Maze EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-12914⟩ Communication dans un congrès hal-05054149v1
Arctic regional changes revealed by clustering of sea-ice observations Amelie Simon,Pierre Tandeo,Florian Sévellec,Camille Lique EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-4117⟩ Communication dans un congrès hal-05054155v1
RIKEN’s activities to integrate data assimilation and AI/ML Takemasa Miyoshi,Shigenori Otsuka,Jianyu Liang,Michael Goodliff,Gwendal Saliouet al. EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-4099⟩ Communication dans un congrès hal-05054182v1
Object-oriented mesoscale eddy prediction Solène Dealbera,Pierre Tandeo,Carlos Granero-Belinchon,Stéphane Raynaud,Brahim Boussidi EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-4043⟩ Communication dans un congrès hal-05054174v1
Discovering latent variables in incomplete dynamical systems Pierre Tandeo 2025 - 65th ISI World Statistics Congress, Oct 2025, The Hague, Netherlands Communication dans un congrès hal-05407663v1
Quantifying uncertainty in climate reanalyses Pierre Tandeo,Jules Guillot,Pierre Ailliot,Rakesh Teja Konduru,Takemasa Miyoshi RT-UQ 2025 - Workshop on Uncertainty Quantification for Climate Science, RT UQ; Institut des Mathématiques pour la Planète Terre; GdR Défis theoriques pour les sciences du climat., Nov 2025, Paris, France Communication dans un congrès hal-05407644v1
Reconstructing historical salinity fields over the 20th century using a data-driven method and Argo data Erwan Oulhen,Nicolas Kolodziejczyk,Pierre Tandeo,Bruno Blanke,Florian Sévellec EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-10637⟩ Communication dans un congrès hal-05054167v1
Equation discovery for climate impact: symbolic regression to emulate climate impact indicators for unseen scenarios Erwan Le Roux,Pierre Tandeo,Carlos Granero-Belinchon,Melika Baklouti,Julien Le Sommeret al. EGU 2025 - European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-3836⟩ Communication dans un congrès hal-05054197v1
Estimation of the time-varying probability density function from ensemble simulations and observations using Analogs Benoît Presse,Sally Close,Pierre Tandeo,Guillaume Maze EGU 2025 - General Assembly of the European Geosciences Union, Apr 2025, Vienna, Austria. ⟨10.5194/egusphere-egu25-6284⟩ Communication dans un congrès hal-05054163v1
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 Communication dans un congrès hal-04764759v1
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 Communication dans un congrès hal-04193133v1
Caracterización topológica de la Circulación de retorno meridional del Atlántico Caterina Mosto,Gisela Daniela Charó,Pierre Le Bras,Pierre Tandeo,Florian Sévellecet al. 108 Reunión Anual de Física 2023, https://rafa2023.fisica.org.ar/comite-organizador, Sep 2023, Bahía Blanca, Argentina Communication dans un congrès hal-04274457v1
Data-driven reconstruction of partially observed dynamical systems Pierre Tandeo RIKEN 2023: 14th workshop on Data Assimilation, Aug 2023, Kobe, Japan Communication dans un congrès hal-04193129v1
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⟩ Communication dans un congrès hal-03906946v1
Estimating Dynamical Models using Machine Learning and Data Assimilation Pierre Tandeo IMT Atlantique & Kyoto University & RIKEN joint Data Assimilation workshop, Aug 2023, Kobe, Japan Communication dans un congrès hal-04193130v1
Data-driven reconstruction of partially observed dynamical systems Pierre Tandeo ICIAM 2023 - 10th International Congress on Industrial and Applied Mathematics, Aug 2023, Tokyo, Japan Communication dans un congrès hal-04193127v1
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⟩ Communication dans un congrès hal-03906953v1
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⟩ Communication dans un congrès hal-03874778v1
Narrowing uncertainties in climate projections using data science tools Pierre Tandeo,Pierre Ailliot,Christophe Bello,Bertrand Chapron,Trang Chauet al. 3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France Communication dans un congrès hal-03279029v1
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⟩ Communication dans un congrès hal-03279041v1
Identify the dynamics of climate models using data assimilation and analog predictions Pierre Tandeo,P. Ailliot,Christophe Bello,B. Chapron,T. Chauet al. DataLearning Working Group, May 2021, Londres, United Kingdom Communication dans un congrès hal-03278987v1
Narrowing uncertainties of climate projections using data science tools? Pierre Tandeo,P. Ailliot,C. Bello,B. Chapron,T. Chauet al. AI4Climate, Mar 2021, Paris, France Communication dans un congrès hal-03278989v1
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 Communication dans un congrès hal-02942802v1
Selection of dynamic model using analog data assimilation Pierre Ailliot,Thi Tuyet Trang Chau,Valérie Monbet,Philippe Naveau,Juan Ruizet al. Statistical Modeling and Machine Learning in Meteorology and Oceanography, Feb 2020, Brest, France Communication dans un congrès hal-02921295v1
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 Communication dans un congrès hal-02927335v1
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 Communication dans un congrès hal-02927329v1
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 Penduffet al. EGU General Assembly, May 2020, En ligne, Austria Communication dans un congrès hal-03000989v1
CHARACTERISTICS OF MARINE ATMOSPHERIC BOUNDARY LAYER ROLL VORTICES FROM SENTINEL-1 SAR WAVE MODE Chen Wang,Alexis Mouche,Ralph Foster,Douglas Vandemark,Justin Stopaet al. IGARSS 2019 : International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900287⟩ Communication dans un congrès hal-02276981v1
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 Communication dans un congrès hal-02928416v1
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 Communication dans un congrès 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 Communication dans un congrès hal-02156742v1
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 Communication dans un congrès hal-02156729v1
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 Communication dans un congrès hal-01885562v1
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat,Miao Sun,Ronan Fablet,Evan Mason,Pierre Tandeoet al. International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valence, Spain. pp.1764-1767, ⟨10.1109/IGARSS.2018.8518411⟩ Communication dans un congrès hal-01929509v1
Automated Geophysical Classification of Sentinel-1 Wave Mode SAR Images Through Deep-Learning Chen Wang,Alexis Mouche,Pierre Tandeo,Justin Stopa,Bertrand Chapronet al. IGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. ⟨10.1109/IGARSS.2018.8518354⟩ Communication dans un congrès hal-01929536v1
Estimation of error covariance matrices in data assimilation Pierre Tandeo,Pierre Ailliot,Marc Bocquet,Alberto Carrassi,Ibrahim Hoteitet al. RIKEN International Workshop on Uncertainty Quantification (UQWS), Feb 2018, Kobe, Japan Communication dans un congrès hal-01824227v1
Analog assimilation for high-dimensional geophysical dynamics Ronan Fablet,Redouane Lguensat,Phi Huynh Viet,Pierre Ailliot,Bertrand Chapronet al. DSE 2017 : Workshop on Data Science and Environment, Jul 2017, Brest, France Communication dans un congrès hal-01586349v1
Analog nowcasting of solar irradiance from geostationary satellite images Alex Ayet,Pierre Tandeo Climate Informatics, Sep 2017, Boulder, United States Communication dans un congrès 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 Communication dans un congrès hal-01609890v1
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⟩ Communication dans un congrès hal-01444302v1
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⟩ Communication dans un congrès hal-01298201v1
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⟩ Communication dans un congrès hal-01444213v1
Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic Profiles Guillaume Maze,Herlé Mercier,Ronan Fablet,Philippe Lenca,Manuel Lopez Radcencoet al. OSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis Communication dans un congrès hal-01345101v1
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⟩ Communication dans un congrès hal-01444276v1
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⟩ Communication dans un congrès hal-01188863v1
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⟩ Communication dans un congrès hal-01271173v1
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⟩ Communication dans un congrès hal-01356222v1
The Analog Ensemble Kalman Filter and Smoother Pierre Tandeo,Pierre Ailliot,Ronan Fablet,Juan Ruiz,François Rousseauet al. CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States Communication dans un congrès hal-01188825v1
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⟩ Communication dans un congrès hal-01188818v1
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 Communication dans un congrès hal-01172737v1
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⟩ Communication dans un congrès hal-01188830v1
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⟩ Communication dans un congrès hal-00947670v1
Interpolated swell fields from SAR measurements Pierre Tandeo,René Garello,Ronan Fablet,Romain Husson,Fabrice Collardet al. OCEANS 2013 : proceedings of the MTS/IEEE San Diego Conference, Sep 2013, San Diego, United States. pp.1-4 Communication dans un congrès hal-00958440v1
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⟩ Communication dans un congrès hal-00946865v1

Poster de conférence (8)

Neural SPDE solver for uncertainty quantification in high-dimensional ocean dynamics Maxime Beauchamp,Pierre Tandeo,Nicolas Desassis,Ronan Fablet 2024 - 55th International Liege Colloquium on Ocean Dynamics, May 2024, Liège (B), Belgium. pp.1-1, 2024 Poster de conférence hal-04675414v1
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 Poster de conférence hal-04231182v1
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 Poster de conférence hal-02967547v1
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 Poster de conférence hal-02156712v1
Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded products Yicun Zhen,Pierre Tandeo,Stéphanie Leroux,Julien Le Sommer,Pierre Ailliotet al. OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1 Poster de conférence hal-02156704v1
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 Metrefet al. EGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1 Poster de conférence hal-02108347v1
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⟩ Poster de conférence hal-01355266v1
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 Poster de conférence hal-01611018v1

Autre publication scientifique (1)

RedAnDA monthly reanalyses (1930-2001) of temperature and salinity in the upper 500 meters of the tropical Pacific (20S-20N), together with validation files Erwan Oulhen,Nicolas Kolodziejczyk,Pierre Tandeo,Bruno Blanke,Florian Sévellec 2024, ⟨10.17882/102598⟩ Autre publication scientifique hal-04737143v1

Pré-publication, Document de travail (8)

Distance Learning for Analog Methods Paul Platzer,Arthur Avenas,Bertrand Chapron,Lucas Drumetz,Alexis Moucheet al. 2024 Pré-publication, Document de travail hal-04841334v1
Selecting and weighting dynamical models using data-driven approaches Pierre Le Bras,Florian Sévellec,Pierre Tandeo,Juan Ruiz,Pierre Ailliot 2024 Pré-publication, Document de travail hal-04466879v1
Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors Maxime Beauchamp,Ronan Fablet,Simon Benaichouche,Pierre Tandeo,Nicolas Desassiset al. 2024 Pré-publication, Document de travail hal-04675468v1
Online machine-learning forecast uncertainty estimation for sequential data assimilation Maximiliano Sacco,Manuel Pulido,Juan Ruiz,Pierre Tandeo 2023 Pré-publication, Document de travail hal-04195361v1
Gaussian Mixture Models for the Optimal Sparse Sampling of Offshore Wind Resource Robin Marcille,Maxime Thiébaut,Jean-François Filipot,Pierre Tandeo 2022 Pré-publication, Document de travail hal-03685543v1
Monitoring the Greater Agulhas Current with AIS Data Information Le Goff Clément,Boussidi Brahim,Mironov Alexei,Guichoux Yann,Zhen Yicunet al. 2021 Pré-publication, Document de travail hal-03178056v1
Joint Estimation of Model and Observation Error Covariance Matrices in Data Assimilation: a Review Pierre Tandeo,Pierre Ailliot,Marc Bocquet,Alberto Carrassi,Takemasa Miyoshiet al. 2018 Pré-publication, Document de travail hal-01867958v1
An efficient particle-based method for maximum likelihood estimation in nonlinear state-space models Thi Tuyet Trang Chau,Pierre Ailliot,Valérie Monbet,Pierre Tandeo 2018 Pré-publication, Document de travail hal-01708631v3

HDR (1)

Algorithmie et méthodes d'apprentissage automatique pour les sciences environnementales Pierre Tandeo Océan, Atmosphère. Université de Bretagne Occidentale, 2023 HDR tel-04466800v1