Ronan Fablet - Dissemin

All papers authored by Ronan Fablet

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2024 Zhanwen Gao

, Bertrand Chapron

, Chunyong Ma

, Ronan Fablet

, Quentin Febvre

, Wenxia Zhao, Ge Chen

A Deep Learning Approach to Extract Balanced Motions From Sea Surface Height Snapshot

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Duong Nguyen

, Ronan Fablet

A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction

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2023 Ronan Fablet

, Quentin Febvre

, Bertrand Chapron

Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies

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2022 Amédée Roy

, Sophie Lanco Bertrand

, Ronan Fablet

Using Generative Adversarial Networks ( GAN ) to simulate central‐place foraging trajectories

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Amédée Roy

, Sophie Lanco Bertrand, Ronan Fablet

Deep inference of seabird dives from GPS-only records: Performance and generalization properties

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2021 R. Fablet

, B. Chapron, L. Drumetz, E. Mmin, O. Pannekoucke, F. Rousseau

Learning Variational Data Assimilation Models and Solvers

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Duong Nguyen

, Rodolphe Vadaine, Guillaume Hajduch, Rene Garello, Ronan Fablet

GeoTrackNet--A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

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2020 S. Ouala

, D. Nguyen

, L. Drumetz

, B. Chapron, A. Pascual

, F. Collard, L. Gaultier, R. Fablet

Learning latent dynamics for partially observed chaotic systems

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2019 Clément Dechesne, Sébastien Lefèvre

, Rodolphe Vadaine, Guillaume Hajduch, Ronan Fablet

Ship Identification and Characterization in Sentinel-1 SAR Images with Multi-Task Deep Learning

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Manuel Lopez-Radcenco

, Ananda Pascual, Laura Gomez-Navarro

, Abdeldjalil Aissa-El-Bey

, Bertrand Chapron, Ronan Fablet

Analog Data Assimilation of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations in the Western Mediterranean Sea

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Redouane Lguensat, Phi Huynh Viet, Phi Huynh Viet, Miao Sun, Ge Chen, Tian Fenglin

, Bertrand Chapron, Ronan Fablet

Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation

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2018 Manuel Lopez Radcenco, Ananda Pascual, Laura Gomez-Navarro, Abdeldjalil Aïssa-El-Bey, Bertrand Chapron, Ronan Fablet

Can SWOT Improve the Reconstruction of Sea Level Anomaly Fields? Insights for Data-driven Approaches in the Western Mediterranean Sea

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Manuel Lopez Radcenco, Ronan Fablet

, Abdeldjalil Aïssa-El-Bey

Non-negative Observation-based Decomposition of Operators

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Van Duong Nguyen, Rodolphe Vadaine, Guillaume Hajduch, René Garello, Ronan Fablet

Neural Networks for Vessel Monitoring Using AIS Streams

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Marza Ihsan Marzuki

, Philippe Gaspar, Rene Garello, Vincent Kerbaol, Ronan Fablet

Fishing Gear Identification From Vessel-Monitoring-System-Based Fishing Vessel Trajectories

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Said Ouala, Cedric Herzet, Ronan Fablet

Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations

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Manuel Lopez-Radcenco, Ananda Pascual, Laura Gomez-Navarro, Abdeldjalil Aissa-El-Bey, Ronan Fablet

Analog Data Assimilation for Along-Track Nadir and Swot Altimetry Data in the Western Mediterranean Sea

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Manuel Lopez Radcenco, Ananda Pascual, Laura Gomez-Navarro, Abdeldjalil Aïssa-El-Bey, Ronan Fablet

Assimilation par Analogues de Données Altimétriques Nadir et SWOT dans la Mer Méditerranée Occidentale

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Said Ouala, Cedric Herzet, Ronan Fablet

Réseaux de neurones artificiels pour la prédiction et la reconstruction de dynamiques océanographiques

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Nicolas Longépé, Guillaume Hajduch, Romy Ardianto

, Romain de Joux, Béatrice Nhunfat, Marza I. Marzuki, Ronan Fablet

, Indra Hermawan, Olivier Germain, Berny A. Subki, Riza Farhan, Ahmad Deni Muttaqin, Philippe Gaspar

Completing fishing monitoring with spaceborne Vessel Detection System (VDS) and Automatic Identification System (AIS) to assess illegal fishing in Indonesia

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All papers authored by Ronan Fablet