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Pierre Tandeo

26
Documents
Identifiants chercheurs

Présentation

[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

872104
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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⟩
Article dans une revue hal-04131312v2
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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⟩
Article dans une revue hal-03616079v1
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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⟩
Article dans une revue insu-03868833v2
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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⟩
Article dans une revue hal-02902685v1
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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⟩
Article dans une revue hal-02922301v1

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
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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⟩
Chapitre d'ouvrage hal-01202496v1
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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
Communication dans un congrès hal-04193133v1

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
Communication dans un congrès hal-03279029v1
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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
Communication dans un congrès hal-02927329v1

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
Communication dans un congrès hal-02921295v1

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
Communication dans un congrès hal-01824227v1

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

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
Communication dans un congrès hal-01586349v1
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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⟩
Communication dans un congrès hal-01444213v1
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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⟩
Communication dans un congrès hal-01298201v1
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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⟩
Communication dans un congrès hal-01356222v1
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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⟩
Communication dans un congrès hal-01271173v1
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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⟩
Communication dans un congrès hal-01188830v1
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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⟩
Communication dans un congrès hal-01188818v1
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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
Communication dans un congrès hal-01188825v1
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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
Poster de conférence hal-02156704v1
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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
Poster de conférence hal-02108347v1
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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
Poster de conférence 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⟩
Poster de conférence hal-01355266v1