Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks

Rüdiger Brecht, Alex Bihlo

Ensemble prediction systems are an invaluable tool for weather forecasting. Practically, ensemble predictions are obtained by running several perturbations of the deterministic con…