1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- IfremerFR24 papers
- Centre National de la Recherche ScientifiqueFR18 papers
- Université de Bretagne OccidentaleFR15 papers
- Institut de Recherche pour le DéveloppementFR10 papers
- Sorbonne UniversitéFR10 papers
- École Normale Supérieure - PSLFR8 papers
- Institut d'Astrophysique SpatialeFR8 papers
- Université Paris-SaclayFR8 papers
- Université Paris Sciences et LettresFR8 papers
- IMT AtlantiqueFR7 papers
- Université Paris-SudFR7 papers
- Institut national de recherche en sciences et technologies du numériqueFR6 papers
6 papers · 1 filter
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data
Daria Botvynko, Pierre Haslée, Lucile Gaultier +5
We present an end-to-end deep learning framework for short-term forecasting of global sea surface dynamics based on sparse satellite altimetry data. Building on two state-of-the-ar…
A Stochastic Ekman-Stokes Model for Coupled Ocean-Wave-Atmosphere Dynamics
Long Li, Etienne Mémin, Bertrand Chapron
Accurate representation of atmosphere-ocean boundary layers, including the interplay of turbulence, surface waves, and air-sea fluxes, remains a challenge in geophysical fluid dyna…
Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
Ronan Fablet, Bertrand Chapron, Julien Le Sommer +1
Satellite altimetry is a unique way for direct observations of sea surface dynamics. This is however limited to the surface-constrained geostrophic component of sea surface velocit…
Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics
Gautier Cosne, Guillaume Maze, Pierre Tandeo
Understanding local currents in the North Atlantic region of the ocean is a key part of modelling heat transfer and global climate patterns. Satellites provide a surface signature…
Geophysical flows under location uncertainty, Part III: SQG and frontal dynamics under strong turbulence conditions
Valentin Resseguier, Etienne Memin, Bertrand Chapron
Models under location uncertainty are derived assuming that a component of the velocity is uncorrelated in time. The material derivative is accordingly modified to include an advec…
Geophysical flows under location uncertainty, Part II: Quasi-geostrophy and efficient ensemble spreading
Valentin Resseguier, Etienne Memin, Bertrand Chapron
Models under location uncertainty are derived assuming that a component of the velocity is uncorrelated in time. The material derivative is accordingly modified to include an advec…