Comparison of the alternative models SOURCE and SWAT for predicting catchment streamflow, sediment and nutrient loads under the effect of land use changes

被引:39
作者
Hong Hanh Nguyen [1 ]
Recknagel, Friedrich [1 ]
Meyer, Wayne [1 ]
Frizenschaf, Jacqueline [2 ]
Ying, He [3 ]
Gibbs, Matthew S. [4 ,5 ]
机构
[1] Univ Adelaide, Dept Ecol & Environm Sci, Adelaide, SA 5005, Australia
[2] South Australian Water Corp, Adelaide, SA 5000, Australia
[3] South Australian Environm Protect Author, Adelaide, SA 5000, Australia
[4] Govt South Australia, Dept Environm & Water, Adelaide, SA 5000, Australia
[5] Univ Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, Australia
关键词
SWAT; SOURCE; Land use change; Strearnflow; Pollution loads; Potential evapotranspiration; ARTIFICIAL NEURAL-NETWORK; ASSESSMENT-TOOL SWAT; WATER-QUALITY; CLIMATE-CHANGE; RIVER-BASIN; IMPACT; MANAGEMENT; SOIL; RESERVOIR; FLOW;
D O I
10.1016/j.scitotenv.2019.01.286
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Quantifying the water quantity and quality variations resulting from human induced activities is important for policy makers in view of increasing water scarcity and water pollution. Simple models can be robust tools in estimating the runoff from catchments, but do they also sufficiently reflect complex physio-chemical processes required for spatially -explicit simulation of soil -water interactions, and the resulting pollutant responses in catchments? Do these models respond sensitive to the impacts of different land use change representations? These questions are considered by applying the semi -distributed process -based catchment models SWAT and SOURCE to the Sixth Creek catchment in South Australia. Both models used similar data whereas inputs for SOURCE were generated from land -use based Functional Units (FUs), while FUs for SWAT were based on land use, soil and slope combinations. After satisfying calibration of both models for the outlet station of the catchment, the simulated flow by SOURCE produced high goodness of fit metrics, while nutrient loads simulated by SWAT were more realistic. Both models benefitted from using locally available Potential Evapotranspiration data for calibrating the hydrology. Scenarios of intensified land uses by two models showed more credible results for sediment and nutrient loads with the static approach when simulating the linear rather than the non-linear land use changes. The study has shown that informing decisions on the hydrology at catchment scale is well suited to less-complex models, whereas decisions on impact of land use change on water quality in catchments are better suited by models with process descriptions for soil-water interactions. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:254 / 265
页数:12
相关论文
共 57 条
[1]  
Abbaspour KC., 2015, SWAT CUP SWAT CALIBR
[2]   Modelling soil erosion in a Mediterranean watershed: Comparison between SWAT and AnnAGNPS models [J].
Abdelwahab, O. M. M. ;
Ricci, G. F. ;
De Girolamo, A. M. ;
Gentile, F. .
ENVIRONMENTAL RESEARCH, 2018, 166 :363-376
[3]  
Abiodun O. O., 2017, HYDROL EARTH SYST SC, P1, DOI [10.5194/hess-2017-599, DOI 10.5194/HESS-2017-599]
[4]  
[Anonymous], 2004, 048 COOP RES CTR CAT
[5]   Large area hydrologic modeling and assessment - Part 1: Model development [J].
Arnold, JG ;
Srinivasan, R ;
Muttiah, RS ;
Williams, JR .
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 1998, 34 (01) :73-89
[6]  
Baffaut C, 2015, T ASABE, V58, P1661
[7]  
Bicknell B. R., 1997, COMPUT ENV URBAN SYS, V24, P5
[8]  
Boughton W. C., 1988, CIVIL ENG T I ENG AU, V30, P153
[9]   Assessing the impact of drought and forestry on streamflows in south-eastern Australia using a physically based hydrological model [J].
Brown, Stuart C. ;
Versace, Vincent L. ;
Lester, Rebecca E. ;
Walter, M. Todd .
ENVIRONMENTAL EARTH SCIENCES, 2015, 74 (07) :6047-6063
[10]  
Chiang L, 2010, T ASABE, V53, P1569