Sensitivity and identifiability of stream flow generation parameters of the SWAT model

Authors

R. Cibin, Purdue University
K. P. Sudheer, Indian Institute of Technology Madras
I. Chaubey, Purdue University

Abstract

Implementation of sensitivity analysis (SA) procedures is helpful in calibration of models and also for their transposition to different watersheds. The reported studies on SA of Soil and Water Assessment Tool (SWAT) model were mostly focused on identifying parameters for pruning or modifying during the calibration process. This paper presents a sensitivity and identifiability analysis of model parameters that influence stream flow generation in SWAT. The analysis was focused on evaluating the sensitivity of the parameters in different climatic settings, temporal scales and flow regimes. The global sensitivity analysis (GSA) technique based on classical decomposition of variance, Sobol', was employed in this study. The results of the study indicate that modeled stream flow show varying sensitivity to parameters in different climatic settings. The results also suggest that the identifiability of a parameter for a given watershed is a major concern in calibrating the model for the specific watershed, as it might lead to equifinality of parameters. The SWAT model parameters show varying sensitivity in different years of simulation suggesting the requirement for dynamic updation of parameters during the simulation. The sensitivity of parameters during various flow regimes (low, medium and high flow) is also found to be uneven, which suggests the significance of a multi-criteria approach for the calibration of models.

Keywords

global sensitivity analysis, identifiability analysis, Sobol' method, SWAT

Date of this Version

2010

DOI

http://dx.doi.org/10.1002/hyp.7568

Repository Citation

Cibin, R.; Sudheer, K. P.; and Chaubey, I., "Sensitivity and identifiability of stream flow generation parameters of the SWAT model" (2010). Department of Earth, Atmospheric, and Planetary Sciences Faculty Publications. Paper 101.
http://dx.doi.org/http://dx.doi.org/10.1002/hyp.7568

Volume

24

Issue

9

Pages

1133-1148

Link Out to Full Text

http://onlinelibrary.wiley.com/doi/10.1002/hyp.7568/abstract