And here is an example 10 day forecast of 850 hPa Zonal Wind from AIFS-CRPS provided by Simon Lang. This animation illustrates that probabilistic CRPS-based training does not suffer from smoothing and/or reduced variance for longer rollouts that is inherent to deterministic MSE-based training.
add a skeleton here at some point
about 1 year ago