3 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…
physics.ao-ph2025
Operational convection-permitting COSMO/ICON ensemble predictions at observation sites (CIENS)
Sebastian Lerch, Benedikt Schulz, Reinhold Hess +4
We present the CIENS dataset, which contains ensemble weather forecasts from the operational convection-permitting numerical weather prediction model of the German Weather Service.…
stat.ME2024
Gradient-Boosted Generalized Linear Models for Conditional Vine Copulas
David Jobst, Annette Möller, Jürgen GroÃ
Vine copulas are flexible dependence models using bivariate copulas as building blocks. If the parameters of the bivariate copulas in the vine copula depend on covariates, one obta…