Exploring Data Science methods and tools for data assimilation in oceanography.

CMESM-3DA

Ocean Next collaborates with Pierre Tandéo and Ronan Fablet, experts in applied maths and machine learning methods at IMTA, Brest, France on a CMEMS projet named 3DA. This project aims to investigate the use of the AnDA method (Analog Data Assimilation, developed at IMTA) in combination with a catalog database made from a large-ensemble ocean eddy-resolving simulation. The main goal is to evaluate and demonstrate the relevance of such data-driven strategies to improve satellite-derived interpolated products.

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