Sensitivity Analysis and Machine Learning of a Sea Ice Melt Pond Parametrisation

Driscoll, Simon

Sensitivity Analysis and Machine Learning of a Sea Ice Melt Pond Parametrisation

Simon Driscoll¹, Alberto Carrassi^2,3, Marc Bocquet⁴, Laurent Bertino², Julien Brajard⁵ and Einar Olason², (1)University of Reading, Department of Meteorology, Reading, United Kingdom, (2)Nansen Environmental and Remote Sensing Center, Bergen, Norway, (3)University of Bologna, Bologna, Italy, (4)Ecole des ponts ParisTech, Paris, France, (5)Sorbonne Université, Sorbonne, France