Ronan Fablet
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The Analog Data AssimilationMonthly 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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Characterization of time-varying regimes in remote sensing time series: application to the forecasting of satellite-derived suspended matter concentrationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 8 (1), pp.406 - 417. ⟨10.1109/JSTARS.2014.2360239⟩
Article dans une revue
hal-01188636v1
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Non-negative decomposition of geophysical dynamicsESANN 2017 : 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Communication dans un congrès
hal-01596464v1
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Décomposition Non-négative de Dynamiques GéophysiquesGRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01611337v1
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Non-negative and Sparse Decomposition of Geophysical DynamicsDSE 2017 : Data Science & Environment, Jul 2017, Brest, France
Communication dans un congrès
hal-01614085v1
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Analog assimilation for high-dimensional geophysical dynamicsDSE 2017 : Workshop on Data Science and Environment, Jul 2017, Brest, France
Communication dans un congrès
hal-01586349v1
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Toward data-driven methods in geophysics: the Analog Data AssimilationEGU 2017 : 19th EGU General Assembly, Apr 2017, Vienne, Austria
Communication dans un congrès
hal-01609890v1
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Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing dataICIP 2017 : IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8297095⟩
Communication dans un congrès
hal-01735256v2
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An Exemplar-based Hidden Markov Model framework for nonlinear state-space modelsEUSIPCO 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 data41st 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
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The analog data assimilation: application to 20 years of altimetric dataCI 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 texturesICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec City, Canada. pp.2488-2492, ⟨10.1109/ICIP.2015.7351615⟩
Communication dans un congrès
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The Analog Ensemble Kalman Filter and SmootherCI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Communication dans un congrès
hal-01188825v1
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Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime modelICIP 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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Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SSTIGARSS 20104 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.5123 - 5125, ⟨10.1109/IGARSS.2014.6947650⟩
Communication dans un congrès
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Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded productsOceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1
Poster de conférence
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3DA: Data-Driven Data Assimilation Applications to the Lorenz system and simulated sea surface heightsEGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1
Poster de conférence
hal-02108347v1
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Non-negative Decomposition of Geophysical DynamicsGODAE OceanView International School 2017, Oct 2017, Palma, Spain
Poster de conférence
hal-01739801v1
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Using archived datasets for missing data interpolation in ocean remote sensing observation seriesOCEANS 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
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Non-negative Decomposition of Sea Surface Dynamics from Multi-source Ocean Remote Sensing DataACO 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
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Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic systemMachine 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
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