On the sensitivity of machine-learned probabilistic weather forecast models to scale-aware scoring rules

Simon Lang, Martin Leutbecher, Sam Hatfield

Probabilistic forecast models can be machine-learned from data using loss functions based on scoring rules such as the Continuous Ranked Probability Score (CRPS). This note summari…