Testing the realism of model structures to identify karst system processes using water quality and quantity signatures

作者: A. Hartmann , T. Wagener , A. Rimmer , J. Lange , H. Brielmann

DOI: 10.1002/WRCR.20229

关键词:

摘要: [1] Many hydrological systems exhibit complex subsurface flow and storage behavior. Runoff observations often only provide insufficient information for unique process identification. Quantitative modeling of water solute fluxes presents a potentially more powerful avenue to explore whether hypotheses about system functioning can be rejected or conditionally accepted. In this study we developed tested four model structures, based on different behavior, identify the large Mediterranean karst system. Using eight signatures, i.e., indicators particular hydrodynamic hydrochemical characteristics system, applied novel evaluation strategy best conceptual representation within our set possible representations. Our approach test realism consists three stages: (1) performance with respect signatures using automatic calibration, (2) parameter identifiability Sobol's sensitivity analysis, (3) plausibility by combining results stages (2). These eliminated out structures lead hypothesis studied We used estimated values further quantify processes. The chosen is able simultaneously high performances realistic values. demonstrates benefits interpreting tracers in hydrologically meaningful way during

参考文章(53)
J. B. Kollat, P. M. Reed, T. Wagener, When are multiobjective calibration trade‐offs in hydrologic models meaningful? Water Resources Research. ,vol. 48, ,(2012) , 10.1029/2011WR011534
Thomas Reimann, Tobias Geyer, W. Barclay Shoemaker, Rudolf Liedl, Martin Sauter, Effects of dynamically variable saturation and matrix-conduit coupling of flow in karst aquifers Water Resources Research. ,vol. 47, ,(2011) , 10.1029/2011WR010446
Christoph Butscher, Peter Huggenberger, Intrinsic vulnerability assessment in karst areas : a numerical modeling approach Water Resources Research. ,vol. 44, pp. 1- 3408 ,(2008) , 10.1029/2007WR006277
Kellie B. Vaché, Jeffrey J. McDonnell, A process-based rejectionist framework for evaluating catchment runoff model structure Water Resources Research. ,vol. 42, ,(2006) , 10.1029/2005WR004247
Nicolas Le Moine, Vazken Andréassian, Thibault Mathevet, Confronting surface‐ and groundwater balances on the La Rochefoucauld‐Touvre karstic system (Charente, France) Water Resources Research. ,vol. 44, ,(2008) , 10.1029/2007WR005984
Kathryn van Werkhoven, Thorsten Wagener, Patrick Reed, Yong Tang, Characterization of watershed model behavior across a hydroclimatic gradient Water Resources Research. ,vol. 44, ,(2008) , 10.1029/2007WR006271
Jasper A Vrugt, Hoshin V Gupta, Willem Bouten, Soroosh Sorooshian, None, A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters Water Resources Research. ,vol. 39, pp. 1201- ,(2003) , 10.1029/2002WR001642