TY  - JOUR
A1  - Graeff, T.
A1  - Zehe, E.
A1  - Blume, T.
A1  - Francke, Till
A1  - Schroeder, B.
T1  - Predicting event response in a nested catchment with generalized linear
 models and a distributed watershed model
T2  - HYDROLOGICAL PROCESSES
N2  - This study focuses on the prediction of event-based runoff coefficients (an important descriptor of flood events) for nested catchments up to an area of 50?km(2) in the Eastern Ore Mountains. The four main objectives of the study are (i) the prediction of runoff coefficients with the statistical method of generalized linear models, (ii) the comparison of the results of the linear models with estimates of a distributed conceptual model, (iii) the comparison of the dynamics of observed soil moisture and simulated saturation deficit of the hydrological model and (iv) the analysis of the relationship between runoff coefficient and observed and simulated wetness. Different predictor variables were selected to describe the runoff coefficient and were differentiated into variables describing the catchment’s antecedent wetness and meteorological forcing. The best statistical model was estimated in a stepwise approach on the basis of hierarchical partitioning, an exhaustive search algorithm and model validation with jackknifing. We then applied the rainfall runoff model WaSiM ETH to predict the runoff processes for the two larger catchments. Locally measured small-scale soil moisture (acquired at a scale of four to five magnitudes smaller than the catchment) was identified as one of the key predictor variables for the estimation of the runoff coefficient with the general linear model. It was found that the relationship betweenobserved and simulated (using WaSiM ETH) wetness is strongly hysteretic. The runoff coefficients derived from the rainfall runoff simulations systematically underestimate the observed values. Copyright (C) 2012 John Wiley & Sons, Ltd.
KW  - runoff coefficient
KW  - soil moisture
KW  - antecedent wetness
KW  - GLM
KW  - nested catchment
Y1  - 2012
UR  - https://publishup.uni-potsdam.de/frontdoor/index/index/docId/35508
SN  - 0885-6087
SN  - 1099-1085
VL  - 26
IS  - 24
SP  - 3749
EP  - 3769
PB  - WILEY-BLACKWELL
CY  - HOBOKEN
ER  -