Comparative Assessment of SWAT Model Performance in two Distinct Catchments under Various DEM Scenarios of Varying Resolution, Sources and Resampling Methods

作者: Manish Kumar Goyal , Venkatesh K. Panchariya , Ashutosh Sharma , Vishal Singh

DOI: 10.1007/S11269-017-1840-1

关键词:

摘要: The aim of this study is to evaluate the performance hydrological model - Soil & Water Assessment Tool (SWAT) in two distinct catchments, under various Digital Elevation Model (DEM) scenarios varying resolution (from 30 m 300 m), sources (SRTM, ASTER and CartoDEM) resampling methods (nearest neighbour, bilinear interpolation, majority cubic convolution) available with ArcGIS software package. A comparison was made between response highly elevated Himalayan Upper Teesta catchment peninsular monsoon dominated Narmada India. assessed subsequently compared based on statistical measures such as coefficient determination (R2) Nash-Sutcliffe Efficiency (NSE), for monthly runoff sediment yield. sensitivity outputs runoff, yield, Total Nitrogen (TN) Phosphorous (TP) towards DEM studied Relative Difference (RD). key findings are: 1) topographic characteristics were found be more sensitive catchment; 2) simulating unaffected both catchments due changes method; 3) affected all catchment, while changing method have catchment.

参考文章(46)
J. C. Refsgaard, B. Storm, Construction, Calibration And Validation of Hydrological Models Distributed hydrological modelling.. pp. 41- 54 ,(1990) , 10.1007/978-94-009-0257-2_3
J.G. Arnold, J.R. Kiniry, J.R. Williams, S.L. Neitsch, Soil and Water Assessment Tool Theoretical Documentation Version 2009 Texas Water Resources Institute. ,(2011)
Martin P Lacroix, Lawrence W Martz, Geoff W Kite, Jurgen Garbrecht, Using digital terrain analysis modeling techniques for the parameterization of a hydrologic model Environmental Modelling and Software. ,vol. 17, pp. 125- 134 ,(2002) , 10.1016/S1364-8152(01)00042-1
Shengpan Lin, Changwei Jing, Neil A. Coles, Vincent Chaplot, Nathan J. Moore, Jiaping Wu, Evaluating DEM source and resolution uncertainties in the Soil and Water Assessment Tool Stochastic Environmental Research and Risk Assessment. ,vol. 27, pp. 209- 221 ,(2013) , 10.1007/S00477-012-0577-X
Z. Zhang, U. Demšar, J. Rantala, K. Virrantaus, A fuzzy multiple-attribute decision-making modelling for vulnerability analysis on the basis of population information for disaster management International Journal of Geographical Information Science. ,vol. 28, pp. 1922- 1939 ,(2014) , 10.1080/13658816.2014.908472
Peipei Zhang, Ruimin Liu, Yimeng Bao, Jiawei Wang, Wenwen Yu, Zhenyao Shen, Uncertainty of SWAT model at different DEM resolutions in a large mountainous watershed Water Research. ,vol. 53, pp. 132- 144 ,(2014) , 10.1016/J.WATRES.2014.01.018
J. G. Arnold, R. Srinivasan, R. S. Muttiah, J. R. Williams, Large Area Hydrologic Modeling and Assessment Part i: Model Development Journal of The American Water Resources Association. ,vol. 34, pp. 73- 89 ,(1998) , 10.1111/J.1752-1688.1998.TB05961.X
I. Chaubey, A. S. Cotter, T. A. Costello, T. S. Soerens, Effect of DEM data resolution on SWAT output uncertainty Hydrological Processes. ,vol. 19, pp. 621- 628 ,(2005) , 10.1002/HYP.5607