Neural Ocean Surface Currents (NOSC) reconstruction from 2010 to 2019

SEANOE 2026 Dataset Open access

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Authors: Théo Picard, Lucile Gaultier, Said Ouala, Pierre Haslée, Ronan Fablet
DOI: 10.17882/112171
Cited by: 0

Abstract

We reconstructed ocean surface currents (15 meters) from 2010 to 2019 based on NOSC deep learning model that was trained using remote sensing and in-situ observations. Two input configurations are available. - NOSCduacs : Uses the DUACS product. - NOSCneurost : Uses the NeurOST product.

Fields of Study & Subjects

Oceanographic and Atmospheric Processes Ocean Waves and Remote Sensing Model Reduction and Neural Networks

Publication details

Journal / source
SEANOE
Publication date
17 February 2026
Language
EN
Document type
Dataset