Articles | Volume 30, issue 18
https://doi.org/10.5194/hess-30-5901-2026
https://doi.org/10.5194/hess-30-5901-2026
Research article
 | 
17 Sep 2026
Research article |  | 17 Sep 2026

Undercatch corrected gridded precipitation data to improve hydrological modeling in high-alpine orography

Philipp Maier, Caroline Ehrendorfer, Sophie Lücking, Thomas Pulka, Fabian Lehner, Mathew Herrnegger, Herbert Formayer, and Franziska Koch

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Cited articles

Adam, J. C., Clark, E. A., Lettenmaier, D. P., and Wood, E. F.: Correction of Global Precipitation Products for Orographic Effects, J. Climate, 19, 15–38, https://doi.org/10.1175/JCLI3604.1, 2006. a
Allen, R. G. (Ed.): Crop evapotranspiration: guidelines for computing crop water requirements, no. 56 in FAO irrigation and drainage paper, Food and Agriculture Organization of the United Nations, Rome, repr edn., ISBN 9789251042199, 2000. a
Alonso-González, E., Aalstad, K., Pirk, N., Mazzolini, M., Treichler, D., Leclercq, P., Westermann, S., López-Moreno, J. I., and Gascoin, S.: Spatio-temporal information propagation using sparse observations in hyper-resolution ensemble-based snow data assimilation, Hydrol. Earth Syst. Sci., 27, 4637–4659, https://doi.org/10.5194/hess-27-4637-2023, 2023. a
Aubry, C., Bélair, S., Thériault, J. M., Mekis, E., Feng, P.-N., Lespinas, F., Khedhaouiria, D., and Beaudry, F.: Impacts of Adjusting Solid Precipitation Amounts in the Canadian Precipitation Analysis System, J. Appl. Meteorol. Climatol., 64, 745–760, https://doi.org/10.1175/JAMC-D-24-0083.1, 2025. a
Avanzi, F., Ercolani, G., Gabellani, S., Cremonese, E., Pogliotti, P., Filippa, G., Morra di Cella, U., Ratto, S., Stevenin, H., Cauduro, M., and Juglair, S.: Learning about precipitation lapse rates from snow course data improves water balance modeling, Hydrol. Earth Syst. Sci., 25, 2109–2131, https://doi.org/10.5194/hess-25-2109-2021, 2021. a, b, c
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Snow and rainfall measurements in mountain regions often underestimate the true amounts. We developed a method to correct Austrian precipitation data using weather stations and terrain features. The corrected data greatly improves runoff, snow and glacier modeling. This work shows that considering measurement errors is important for accurately assessing water resources, which is increasingly relevant as climate change affects alpine water systems supplying hydropower and downstream communities.
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