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Structure: Internal structure identifier : 8554

Learning Latent Dynamics for Partially-Observed Chaotic Systems

Said Ouala , Duong Nguyen , Lucas Drumetz , Bertrand Chapron , Ananda Pascual et al.
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30 (10), ⟨10.1063/5.0019309⟩
Journal articles hal-02274705v1
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Neural-Network-based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-derived Sea Surface Temperature

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
Remote Sensing, 2018, 10 (12), pp.1864. ⟨10.3390/rs10121864⟩
Journal articles hal-01896654v1

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

Redouane Lguensat , Miao Sun , Ronan Fablet , Evan Mason , Pierre Tandeo et al.
International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valence, Spain. pp.1764-1767, ⟨10.1109/IGARSS.2018.8518411⟩
Conference papers hal-01929509v1
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Learning stochastic representations of geophysical dynamics

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩
Conference papers hal-02005403v1
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Improving mesoscale altimetric data from a multi-tracer convolutional processing of standard satellite-derived products

Ronan Fablet , Jacques Verron , Baptiste Mourre , Bertrand Chapron , Ananda Pascual et al.
IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (5), pp.2518-2525. ⟨10.1109/TGRS.2017.2750491⟩
Journal articles hal-01365761v2
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Residual Integration Neural Network

Said Ouala , Ananda Pascual , Ronan Fablet
ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683447⟩
Conference papers hal-02005399v1
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Assimilation par Analogues de Données Altimétriques Nadir et SWOT dans la Mer Méditerranée Occidentale

Manuel Lopez Radcenco , Ananda Pascual , Laura Gomez-Navarro , Abdeldjalil Aissa El Bey , Ronan Fablet et al.
Conférence Française de Photogrammétrie et de Télédétection, Jun 2018, Marne-la-Vallée, France
Conference papers hal-01867850v1
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Altimetry for the future: Building on 25 years of progress

Saleh Abdalla , Abdolnabi Abdeh Kolahchi , Michaël Ablain , Susheel Adusumilli , Suchandra Aich Bhowmick et al.
Advances in Space Research, 2021, 68 (2), pp.319-363. ⟨10.1016/j.asr.2021.01.022⟩
Journal articles insu-03215002v1
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Sea surface dynamics reconstruction using neural networks based kalman filter

Said Ouala , Ronan Fablet , Cedric Herzet , Lucas Drumetz , Bertrand Chapron et al.
IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, ⟨10.1109/IGARSS.2019.8898086⟩
Conference papers hal-02285697v1

Data­-driven and learning-­based approaches for the spatio­temporal interpolation of SLA fields from current and future satellite­-derived altimeter data

Ronan Fablet , M Lopez-Radcenco , Said Ouala , R Lguensat , L Gómez­navarro et al.
"25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal
Conference papers hal-01800511v1

Rafting behaviour of seabirds as a proxy to describe surface ocean currents in the Balearic Sea

A. Sánchez-Román , L. Gómez-Navarro , Ronan Fablet , D. Oro , E. Mason et al.
Scientific Reports, 2019, 9 (1), ⟨10.1038/s41598-018-36819-w⟩
Journal articles hal-02005270v1
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Can SWOT Improve the Reconstruction of Sea Level Anomaly Fields? Insights for Data-driven Approaches in the Western Mediterranean Sea

Manuel Lopez Radcenco , Ananda Pascual , Laura Gomez-Navarro , Abdeldjalil Aissa El Bey , Bertrand Chapron et al.
2018
Preprints, Working Papers, ... hal-01891689v1
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SWOT Spatial Scales in the Western Mediterranean Sea Derived from Pseudo-Observations and an Ad Hoc Filtering

Laura Gomez-Navarro , Ronan Fablet , Evan Mason , Ananda Pascual , Baptiste Mourre et al.
Remote Sensing, 2018, 10 (4), ⟨10.3390/rs10040599⟩
Journal articles hal-01800494v1

Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations

Said Ouala , Ronan Fablet , Duong Nguyen , Lucas Drumetz , Bertrand Chapron et al.
EGU 2019 : General Assembly 2019 of the European Geosciences Union, Apr 2019, Vienna, Austria
Conference papers hal-02110359v1

Overview of Fine-scale Multiplatform Experiments in the Southwest Mediterranean Sea: Lessons Learnt in the Last Five Years

Ananda Pascual , Simon Ruiz , Antonio Sánchez-Román , Laura Gomez-Navarro , Bàrbara Barceló-Llull et al.
"25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal
Conference papers hal-01800516v1