2 papers
stat.AP2026
Bivariate Postprocessing of Wind Vectors
Ferdinand Buchner, David Jobst, Annette Möller +1
To quantify the uncertainty in numerical weather prediction (NWP) forecasts, ensemble prediction systems are utilized. Although NWP forecasts continuously improve, they suffer from…
stat.AP2024
Gradient-Boosted Mixture Regression Models for Postprocessing Ensemble Weather Forecasts
David Jobst
Nowadays, weather forecasts are commonly generated by ensemble forecasts based on multiple runs of numerical weather prediction models. However, such forecasts are usually miscalib…