Comparing model performance of two rainfall-runoff models in the Rhine basin using different atmospheric forcing data sets

A. H. Te Linde (1) , J. C. J. H. Aerts (1) , R. T. W. L. Hurkmans (2) , M. Eberle (3)

1 Institute for Environmental Studies (IVM)
2 Hydrology and Quantitative Water Management
3 Federal Institute of Hydrology (BfG)

Due to the growing wish and necessity to simulate the possible effects of climate change on the discharge regime on large rivers such as the Rhine in Europe, there is a need for well performing hydrological models that can be applied in climate change scenario studies. There exists large variety in available models and there is an ongoing debate in research on rainfall-runoff modelling on whether or not physically based distributed models better represent observed discharges than conceptual lumped model approaches do. In this paper, the hydrological models HBV and VIC were compared for the Rhine basin by testing their performance in simulating discharge. Overall, the semi-distributed conceptual HBV model performed much better than the distributed physically based VIC model (E=0.62, r²=0.65 vs. E=0.31, r²=0.54 at Lobith). It is argued here that even for a well-documented river basin such as the Rhine, more complex modelling does not automatically lead to better results. Moreover, it is concluded that meteorological forcing data has a considerable influence on model performance, irrespectively to the type of model structure and the need for ground-based meteorological measurements is emphasized.

Domaines: Interfaces continentales, environnement; Océan, Atmosphère; Sciences de la Terre

A. H. Te Linde, J. C. J. H. Aerts, R. T. W. L. Hurkmans, M. Eberle. Comparing model performance of two rainfall-runoff models in the Rhine basin using different atmospheric forcing data sets. Hydrology and Earth System Sciences Discussions, 2007, 4 (6), pp.4325-4360. ⟨hal-00298916⟩