Hydrological Simulation of Taleqan Watershed Using SWAT
Subject Areas : River Basin EnvironmentMahsa Aghakhani 1 , Touraj Nasrabadi 2 , Alireza Vafaei Nejad 3
1 - PhD., Department of Environmental Management, Faculty of the Environment and Energy, Science and Research Branch, Islamic Azad University, Tehran, Iran.
2 - Associate Professor, Department of Environmental Planning, Management, and Education, School of Environment, College of Engineering, University of Tehran, Tehran, Iran, *(Corresponding Author).
3 - Assistant Professor, Faculty of the Environment and Energy, Science and Research Branch, Islamic Azad University, Tehran, Iran.
Keywords: SUFI-2 Algorithm, Hydrological Modeling, SWAT model, watershed,
Abstract :
Background and Objective: Hydrological modeling of watersheds plays a significant role in study, development and management of water resources. Based on importance of Taleqan Watershed as a main supplier of Alborz and Tehran Provinces water resources, in this study, surface water hydrological simulations in this basin are investigated. Method: Hydrological simulations were performed by applying physical semi-distributed SWAT (Soil and Water Assessment Tool) model. Moreover, model calibration and sensitivity analysis were done using SUFI-2 algorithm. Model performance is evaluated by means of statistical indicators such as Nash-Sutcliffe (NS) and coefficient of determination (R2). Findings: Sensitivity analysis showed that the parameters of the curve number (CN), soil evaporation compensation, and soil available water capacity are the most important factors to control the flow in the basin. At Gelinak station (watershed outlet), NS and R2 coefficients values after calibration are 0.84 and 0.87, respectively. These values in validation interval were obtained as 0.79 and 0.84. Discussion and Conclusion: The results show good performance of the watershed simulations. Moreover, it was shown that the model has good capability for monthly surface runoff prediction of the Taleqan basin. Due to reducing field operations costs of required components measurements and especially due to reducing the time required to analyze issues, applying this model is efficient for improving water resource management and environmental protection.
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- Neitsch, S.L., Arnold, J.G., Kiniry, J.R., Williams J.R. & King, K.W., 2011. Soil and water assessment tool theoretical documentation—version 2009, Soil and Water Research Laboratory, Agricultural Research Service, Blackland Research Center-Texas AgriLife Research.
- Pisinaras, V., Petalas, C., Gikas, G.D., Gemitzi, A., Tsihrintzis, V.A., 2010. Hydrological and water quality modeling in a medium-sized basin using the soil and water assessment tool (SWAT). Desalination, vol. 250, pp. 274-286.
- Alansi, A.W., Amin, M.S.M., Abdul Halim, G., Sharif, H.Z.M., Aimrun, W., 2009. Validation of SWAT Model for stream flow simulation and forcasting in upper Bernam humid tropical river basin, Malaysia. Hydrology and Earth System Sciences, Discuss,Vol. 6, pp. 7581-7609.
- Fadil, A., Rhinane, H., Kaoukaya, A., Kharchaf, Y., Bachir O., 2011. Hydrologic Modeling of the Bouregreg Watershed (Morocco) Using GIS and SWAT Model. Journal of Geographic Information System, Vol. 4, pp. 279-289.
- Ghoraba, S.M., 2015. Hydrological modeling of the Simly Dam watershed using GIS and SWAT model. Alexandria Engineering Journal. Vol. 54, No. 3, pp. 583–594.
- Akhavan, S., Abedi-Koupai, J., Mousavi, S.F., Afyuni, M., Eslamian, S.S., Abbaspour, K.C., 2010. Appication of SWAT model to investigate nitrate leaching in Hamadan-Bahar watershed, Iran. Agriculture, Ecosystemes and Environment, Vol. 139, pp. 675-688.
- Park, J.Y., Ale, S., Teague, W.R., 2017. Simulated water quality effects of alternate grazing management practices at the ranch and watershed scales. Ecological Modelling, Vol. 360, No. 24, pp. 1-13.
- Kundu, S., Khare, D., Mondal, A., 2017. Past, present and future land use changes and their impact on water balance. Journal of Environmental Management, Vol.197, pp. 582-596.
- Rostami Kolour, M., Dahrazma, B., Rahimi, M., 2015. Water quality assessment of Taleghan river using NSFWQI index. First National Conference on New Developments in Biological and Agricultural Sciences, Tehran, Iran. (Persian)
- Santos, R.M., Sanches Fernandes, L.F., Moura, J.P., Pereira, M.G., Pacheco, F.A.L., 2014. The impact of climate change, human interference, scale and modeling uncertainties on the estimation of aquifer properties and river flow components. Journal of Hydrology, Vol. 519, pp. 1297-1314.
- Rahman, K., Maringantic, H., Beniston, M., Widmer, F., Abbaspour, K., Lehmann, A., 2013. Streamflow modeling in a highly managed mountainous glacier watershed using SWAT: The Upper Rhone River watershed case in Switzerland. Water Resources Management, Vol. 27, No. 2, pp. 323-339.
- Di Luzio, M., Srinivasan, R., Arnold, J.G., 2002. Integration of watershed tools and SWAT model into basins. Journal of the American Water Resources Association, Vol. 38, No. 4, pp.1127-1141.
- Arnold, J.G., Srinivasan, R., Muttiah, R.S., Williams, J.R., 2000. Large-area hydrologic modeling and assessment: Part I. Model development. Journal of American Water Resources Association, Vol. 34, No. 1, pp.73-89.
- Santhi, C., Arnold, J.G., Williams, J.R., Dugas, W.A., Srinivasan, R., Hauck, L.M., 2001. Validation of the SWAT model on a large river basin with point and nonpoint sources. Journal of American Water Resources Association, Vol. 37, No. 5, pp.1169–1188.
- Abbaspour, K.C., 2008. SWAT-CUP2: SWAT calibration and uncertainty programs—a user manual. Department of Systems Analysis, Swiss Federal Institute of Aquatic Science and Technology.