Improving probabilistic forecasts of extreme wind speeds by training statistical post-processing models with weighted scoring rules

Jakob Benjamin Wessel, Christopher A. T. Ferro, Gavin R. Evans +1

Accurate forecasts of extreme wind speeds are of high importance for many applications. Such forecasts are usually generated by ensembles of numerical weather prediction (NWP) mode…