Search Results for author: Veronika Eyring

Found 2 papers, 2 papers with code

Deep Learning Based Cloud Cover Parameterization for ICON

1 code implementation21 Dec 2021 Arthur Grundner, Tom Beucler, Pierre Gentine, Fernando Iglesias-Suarez, Marco A. Giorgetta, Veronika Eyring

A promising approach to improve cloud parameterizations within climate models and thus climate projections is to use deep learning in combination with training data from storm-resolving model (SRM) simulations.

Feature Importance

On the Generalization of Agricultural Drought Classification from Climate Data

1 code implementation30 Nov 2021 Julia Gottfriedsen, Max Berrendorf, Pierre Gentine, Markus Reichstein, Katja Weigel, Birgit Hassler, Veronika Eyring

Climate change is expected to increase the likelihood of drought events, with severe implications for food security.

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