• Niederschlagserfassung mittels Daten aus kommerziellen Richtfunkstrecken
• Datenfusion verschiedener Niederschlagsensoren
• Maschinelles Lernen und HPC-Infrastruktur zur Analyse und Datenprozessierung

C. Moroder, U. Siart, C. Chwala and H. Kunstmann, "Modeling of Wet Antenna Attenuation for Precipitation Estimation From Microwave Links," in IEEE Geoscience and Remote Sensing Letters. doi: 10.1109/LGRS.2019.2922768

Chwala, C. and Kunstmann, H., 2019: Commercial microwave link networks for rainfall observation: Assessment of the current status and future challenges. Wiley Interdiscip. Rev. Water 6, e1337. https://doi.org/10.1002/wat2.1337

Kiese, R., Fersch, B., Baessler, C., Brosy, C., Butterbach-Bahl, K., Chwala, C., Dannenmann, M., Fu, J., Gasche, R., Grote, R., Jahn, C., Klatt, J., Kunstmann, H., Mauder, M., Rödiger, T., Smiatek, G., Soltani, M., Steinbrecher, R., Völksch, I., Werhahn, J., Wolf, B., Zeeman, M., and H.P. Schmid, 2018: The TERENO Pre-Alpine Observatory: Integrating Meteorological, Hydrological, and Biogeochemical Measurements and Modeling. Vadose Zone J. 17:180060. doi:10.2136/vzj2018.03.0060

Haese, B., Hörning, S., Chwala, C., Bárdossy, A., Schalge, B., Kunstmann, H., 2017: Stochastic Reconstruction and Interpolation of Precipitation Fields Using Combined Information of Commercial Microwave Links and Rain Gauges. Water Resources Research, 53, 10,740-10,756.

Smiatek, G., Keis, F., Chwala, C., Fersch, B., and Kunstmann, H., 2017: Potential of commercial microwave link network derived rainfall for river runoff simulations, Environ. Res. Lett. 12 034026.