Sensitivity analysis and auto-calibration of an integral dynamic model for river water quality

被引:74
作者
van Griensven, A
Francos, A
Bauwens, W
机构
[1] Free Univ Brussels, Chair Hydrol & Hydraul Engn, B-1050 Brussels, Belgium
[2] Joint Res Ctr, Inst Environm, Ispra, Italy
关键词
calibration; integrated modelling; parameter; river basin; sensitivity;
D O I
10.2166/wst.2002.0271
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
ESWAT-Extended Soil and Water Assessment Tool - was developed to allow for an integral modelling of the water quantity and quality processes in river basins. ESWAT is a physically based, semi-distributed model, with a moderate-to-large number of parameters and input and output variables (depending on the desegregation scheme). An auto-calibration procedure was implemented for the optimisation of the process parameters. The procedure is based on a new approach for multi-objective calibration and incorporates the algorithms of the Shuffled Complex Evolution Method. The optimisation uses a global optimisation criterion, whereby several output variables can be taken into account simultaneously. A statistical method enables the aggregation of the objective functions for individual et variables, hereby avoiding the g g problem. To select the important parameters for the optimisation, a sensitivity analysis precedes the calibration. The latter analysis is based on the One-factor-At-a-Time (OAT) design approach. The sensitivity analysis and the. calibration, procedure are applied to the river Derider in Belgium. The river is characterised by high pollution loads,and long residence times in summer periods.
引用
收藏
页码:325 / 332
页数:8
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