2 papers
physics.ao-ph2026
The impact of feature engineering and an optimisation framework for ocean colour machine learning
Edson Silva, Julien Brajard, Simon Cappe +2
Machine learning (ML) is widely used for the development of ocean colour algorithms, but most studies focus on model parameter training and hyperparameter tuning. The optimisation…
stat.AP2019
Assimilation of semi-qualitative sea ice thickness data with the EnKF-SQ
Abhishek Shah, Laurent Bertino, Francois Counillon +2
A newly introduced stochastic data assimilation method, the Ensemble Kalman Filter Semi-Qualitative (EnKF-SQ) is applied to a realistic coupled ice-ocean model of the Arctic, the T…