Articles | Volume 22, issue 7
https://doi.org/10.5194/hess-22-3807-2018
https://doi.org/10.5194/hess-22-3807-2018
Research article
 | 
18 Jul 2018
Research article |  | 18 Jul 2018

Dynamics of water fluxes and storages in an Alpine karst catchment under current and potential future climate conditions

Zhao Chen, Andreas Hartmann, Thorsten Wagener, and Nico Goldscheider

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Cited articles

Abbaspour, K. C., Yang, J., Maximov, I., Siber, R., Bogner, K., Mieleitner, J., Zobrist, J., and Srinivasan, R.: Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT, J. Hydrol., 333, 413–430, https://doi.org/10.1016/j.jhydrol.2006.09.014, 2007. 
Achleitner, S., Rinderer, M., and Kirnbauer, R.: Hydrological modeling in alpine catchments: sensing the critical parameters towards an efficient model calibration, Water Sci. Technol., 60, 1507–1514. https://doi.org/10.2166/wst.2009.488, 2009. 
Benischke, R., Harum, T., Reszler, C., Saccon, P., Ortner, G., and Ruch, C.: Karstentwässerung im Kaisergebirge (Tirol, Österreich) – Abgrenzung hydrographischer Einzugsgebiete durch Kombination hydrogeologischer Untersuchungen mit Isotopenmethoden und hydrologischer Modellierung, Grundwasser, 15, 43–57, https://doi.org/10.1007/s00767-009-0124-y, 2010. 
Bergström, S.: The development of a snow routine for the HBV-2 model, Nord. Hydrol., 6, 73–92, 1975. 
Bergstrom, S.: The HBV model, in: Computer Models of Watershed Hydrology, edited by: Singh, V. P., Water Resources Publications: Highlands Ranch, Colorado, USA, 443–476, 1995. 
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Short summary
This paper investigates potential impacts of climate change on mountainous karst systems. Our study highlights the fast groundwater dynamics in mountainous karst catchments, which make them highly vulnerable to future changing-climate conditions. Additionally, this work presents a novel holistic modeling approach, which can be transferred to similar karst systems for studying the impact of climate change on local karst water resources.