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Non-point source (NPS) pollution has been one of the major reasons for the deterioration of surface water quality throughout the world in terms of soil erosion and nutrients leaching caused by surface or subsurface flow, the Soil and Water Assessment Tool (SWAT) is an integrated model that is widely applied in NPS research.