Decomposing Ensemble Spread in Lorenz '96 With Learned Stochastic Parameterizations

Birgit Kühbacher, Daan Crommelin, Niki Kilbertus

Weather and climate forecasts are inherently uncertain due to chaotic dynamics, imperfect initial conditions, and incomplete representation of the underlying physical processes. Op…