LEARNING THE SPATIO-TEMPORAL RELATIONSHIP BETWEEN WIND AND SIGNIFICANT WAVE HEIGHT USING DEEP LEARNING
Valérie Monbet
,
Said Obakrim
,
Pierre Ailliot
,
Nicolas Raillard
2022
Preprints, Working Papers, ...
hal-03825412v1
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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
Journal articles
hal-03616079v1
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Site selection and system sizing of desalination plants powered with renewable energy sources based on a web-GIS platform
Eftichios Koutroulis
,
George Petrakis
,
Vicky Agou
,
Athanassios Malisovas
,
Dionissios Hristopulos
et al.
Journal articles
hal-03378232v1
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Selection of dynamical model using analog data assimilation
Juan Ruiz
,
Pierre Ailliot
,
Thi Tuyet Trang Chau
,
Valérie Monbet
,
Pierre Tandeo
et al.
Climate Informatics 2020 , Sep 2020, Oxford, United Kingdom
Conference papers
hal-02927329v1
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Dynamical partitioning of directional ocean wave spectra.
Pierre Ailliot
,
Valérie Monbet
,
Christophe Maisondieu
Journal articles
hal-01083070v1
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Modèles autorégressifs à changements de régimes markoviens. Applications aux séries tempo-relles de vent
Pierre Ailliot
Mathématiques [math]. Université Rennes 1, 2004. Français.
⟨NNT : ⟩
Theses
tel-00007602v1
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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
et al.
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
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Joint Estimation of Model and Observation Error Covariance Matrices in Data Assimilation: a Review
Pierre Tandeo
,
Pierre Ailliot
,
Marc Bocquet
,
Alberto Carrassi
,
Takemasa Miyoshi
et al.
2018
Preprints, Working Papers, ...
hal-01867958v1
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Décomposition Non-négative de Dynamiques Géophysiques
Manuel Lopez Radcenco
,
Abdeldjalil Aissa El Bey
,
Pierre Ailliot
,
Ronan Fablet
GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images , Sep 2017, Juan-Les-Pins, France
Conference papers
hal-01611337v1
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Non-negative decomposition of geophysical dynamics
Manuel Lopez Radcenco
,
Abdeldjalil Aissa El Bey
,
Pierre Ailliot
,
Ronan Fablet
ESANN 2017 : 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning , Apr 2017, Bruges, Belgium
Conference papers
hal-01596464v1
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An algorithm for non-parametric estimation in state–space models
Thi Tuyet Trang Chau
,
Pierre Ailliot
,
Valérie Monbet
Journal articles
hal-02975833v1
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Em algorithm for generalized ridge regression with spatial covariates
Valérie Monbet
,
Said Obakrim
,
Nicolas Raillard
,
Pierre Ailliot
2022
Preprints, Working Papers, ...
hal-03825411v1
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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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Consistency of the maximum likelihood estimate for Non-homogeneous Markov-switching models
Pierre Ailliot
,
Françoise Pene
2013
Preprints, Working Papers, ...
hal-00831448v2
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L1-convergence of smoothing densities in non parametric state space models
Valérie Monbet
,
Pierre Ailliot
,
Pierre-François Marteau
Statistical Inference for Stochastic Processes , 2008, 11 (3), pp.311-325
Journal articles
hal-00368995v1
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Markov-switching autoregressive models for wind time series
Pierre Ailliot
,
Valérie Monbet
Journal articles
hal-01083071v1
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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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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-01586349v1
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Global Observations of Ocean-Bottom Subinertial Current Dissipation
Corwin J. Wright
,
Robert B. Scott
,
Darran Furnival
,
Pierre Ailliot
,
Franck Vermet
et al.
Journal articles
hal-00853221v1
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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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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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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
et al.
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
Conference papers
hal-01444213v1
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An autoregressive model with time-varying coefficients for wind fields
Valérie Monbet
,
Pierre Ailliot
,
Marc Prevosto
Environmetrics , 2006, 17, pp. 107-117
Journal articles
hal-00492400v1
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Non-homogeneous hidden Markov-switching models for wind time series
Pierre Ailliot
,
Julie Bessac
,
Valérie Monbet
,
Françoise Pene
Journal articles
hal-00974716v2
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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-01188825v1
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Stochastic weather generators: an overview of weather type models
Denis Allard
,
Pierre Ailliot
,
Valérie Monbet
,
Philippe Naveau
Journal de la Société Française de Statistique , 2015, 156 (1), pp.101-113
Journal articles
hal-02641587v1
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Deep learning for statistical downscaling of sea states
Marceau Michel
,
Said Obakrim
,
Nicolas Raillard
,
Pierre Ailliot
,
Valérie Monbet
et al.
Journal articles
hal-03825410v1
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Non-negative Decomposition of Geophysical Dynamics
Manuel Lopez Radcenco
,
Ronan Fablet
,
Abdeldjalil Aissa El Bey
,
Pierre Ailliot
GODAE OceanView International School 2017 , Oct 2017, Palma, Spain
Conference poster
hal-01739801v1
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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
et al.
Journal articles
hal-02922301v1
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