Methods

Harald Kunstmann

Weather and Climate Modeling

  • WRF  (Contact:  Benjamin Fersch, Patrick Laux)
  • WRF-LES (Contact: Joel Arnault)

Coupled Atmosphere-Hydrology Modeling

  • WRF-Hydro (Contact: Benjamin Fersch, Tanja Schober)
  • WRF-Hydro-Iso (Contact: Joel Arnault)
  • WRF-HMS (Contact: Benjamin Fersch, Jianhui Wei)

 Distributed Water- and Energy Fluxes Modeling

  • WaSiM (Contact: Patrick Laux) 
  • GEOTop (Contact: Simon Zitzmann)

Statistical Downscaling & Bias Correction

  • Circulation Pattern Analysis (Contact: Patrick Laux)
  • Multivariate Statistics and Extreme Value Statistics (Contact: Patrick Laux)
  • Uni- and multivariate Bias Correction (Contact: Patrick Laux)
  • Bias-Correction of seasonal predictions (Contact: Tanja Schober)

AI-Methods in Hydrometeorology

  • 3-Dim Convolutional Residual Networks (Contact: Julius Polz)
  • Conditional Generative Adversarial Networks (Contact: Christian Chwala and Julius Polz)

Integration and Assimilation of Remote Sensing Information

  • Terrestrial Microwave Data  (Contact: Christian Chwala)
  • Cosmic Ray Neutron Sensing (Contact: Benjamin Fersch)

Hydrological Process Analysis with Stable Water Isotops

  •  WRF-Hydro-Iso (Contact: Joel Arnault)

Hydrometeorological Observatories with focus on

  • Precipitation variability
  • River runoff
  • Soil moisture
  • Energy fluxes

within TERENO and WASCAL (Contact:  Benjamin Fersch,  Christian Chwala, Harald Kunstman)