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Authors
Affiliations
1 Department of Water and Land Management, Visvesvaraya Technological University, Karnataka-590018, IN
2 International Centre for Integrated Mountain Development (ICIMOD), Khumaltar, Lalitpur, NP
Source
International Journal of Earth Sciences and Engineering, Vol 9, No 4 (2016), Pagination: 1506-1515
Abstract
This study presents a comprehensive modeling environment of Soil and Water Assessment Tool (SWAT), hydrological model. Sequential Uncertainty Fitting Program (SUFI-2) in SWAT-Calibration and Uncertainty Programs (SWAT-CUP) was used for automatic calibration. To examine this framework, a study on annual water balance components including precipitation, evapotranspiration and water yield as well as simulating stream flow in the Sina Catchment was conducted. Hydrological Simulations were conducted for Base Line, A2 and B2 scenarios using PRECIS HadRM3 data. Model performance was evaluated using several statistical parameters, such as the Nash-Sutcliffe coefficient and the normalized objective function. For calibration (1981-85), R2 was obtained as 0.92 and for validation (1986-1990) it was 0.76. Similarly, NSE during calibration was 0.88 and during validation was obtained as 0.76. Calibration and validation results showed good agreement between simulated and observed data. The overall investigation carried out during this study indicates that the simulated Sina catchment is very sensitive to climatic variations. Precipitation trend is decreasing in A2 as compared to Base Line with slight overall increase whereas in B2 precipitation is increasing significantly. While only little changes can be observed in the rate of evapotranspiration, water yield is increasing drastically. The study of the discharge for a thirty year period under climate change scenarios showed that there was an increase in river discharge in future scenarios. Compared to the Base Line scenario (1961-1990), A2 and B2 scenarios (2071-2100) have much higher minimum and maximum annual discharges.
Keywords
Climate Change, Water Balance Component, SWAT Model, PRECIS, Flow Analysis, SWAT-CUP.
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