Investigation of the SWAT Model Efficiency to Determine Water Balance Components (Case Study: Semirom Mehrgerd Watershed (

Document Type : Original Article

Authors

1 M.Sc. Graduated in Watershed Management Engineering, Faculty of Natural Resources, Yazd University.

2 Professor, Watershed Management Department, Faculty of Natural Resources, Yazd University.

3 Assistant Professor, Watershed Management Department, Faculty of Natural Resources, Yazd University.

Abstract

In this research, water balance components in Mehrgerd watershed was simulated using the SWAT hydrological model. The main purpose of this research is the model efficiency test and its ability to use as a water balance simulator in the Mehrgerd watershed. For this purpose, the necessary data such as precipitation, minimum and maximum temperature, relative humidity, sunshine hours, daily wind speed, monthly discharge and as well as required maps including digital elevation model (DEM), land use and soil were provided. and entered to the SWAT model. A sensitivity analysis was done using the )OAT( method to determine the sensitive parameters. The calibration and validation of the model were done by Sufi-2 algorithm. The calibration process was conducted for the period 2004 to 2012 while the validation process was from 2013 to 2016. Monthly runoff simulation accuracy was calculated using the determination coefficient (R²) and Nash Sutcliffe (NSE) index for calibration and validation 0.73, 0.69 and 0.71, 0.58, respectively. The results showed that 64 % of precipitation enters the atmosphere through evapotranspiration. Approximately, 31% of it goes to the waterway as the surface runoff and lateral flow. Finally, from 6 % of water entered into the soil layers, close to 1 % of it joins to the underground water. The results of this research show the acceptable performance of the SWAT model to simulate the water balance in Mehrgerd watershed. Therefore, this model can be used for water resources planning in this study area.

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Main Subjects


Amini MA, Torkan GH, Eslamian SS, Zareian MJ, Besalatpour AA (2018) Assessment of SWAT hydrological model in catchments' water balance simulation located in semi-arid regions (Case study: Zayandeh-Rud River Basin). Journal of Water and Soil 32(5):849-863 (In Persian)
Artimani MM, Zeinivand H, Tahmasebipour N, Hgizadah A (2017) SWAT model assessment to determine determination of water balance components of Gamasiab basin. Journal of Rainwater Catchment Systems 5(2):51-64 (In Persian)
Chantha O, Sabine S, Jose-Miguel S (2011) Assessment of hydrology, sediment and particulate organic carbon yield in a large agricultural catchment using the SWAT model. Journal of Hydrology 401(3-4):145-153
Chu T W, Shirmohammadi A (2004) Evaluation of the SWAT model’s hydrology component in the piedmont physiographic region of Maryland. Journal of Agricultural and Biological Engineers 47(4):1057-1073  
Donigian AS (2000) HSPF training workshop handbook and CD: Lecture 19, Calibration and verification issues, slide L19-22. US EPA, Office of Water, Office of Science and Technology, Washington, D.C
Dowlatabadi S, Zomorodian S M A (2014) Hydrological simulation of Firoozabad basin by SWAT. Journal of Irrigation & Water Engineering 4(14):38-48 (In Persian)
Ebrahimi P, Salimi Kuchi J, Mohseni Saravi M (2018) Calibration and validation of SWAT model in runoff simulation, case study: Neka watershed. Journal of Watershed Engineering and Management 10(3):266-279 (In Persian)
Fukunaga DC, Cecílio RA, Zanetti SS, Oliveira LT, Caiado MAC (2015) Application of the SWAT hydrologic model to a tropical watershed at Brazil. Catena 206-213
Gholami A, Shahedi K, Habib Nezhad Roshan M, Vafakhah M, Soleimani K (2017) Evaluation of the performance of the SWAT semi-distributed model for river flow simulation (Case study of Mazandaran province Tallar basin). Journal of Iran Soil and Water Research 48(3):463-476 (In Persian)
Hajihoseini H, Hajihoseini M, Najafi A, Morid S, Delavar M (2015) Assessment of changes in hydro-meteorological variables upstream of Helmand Basin during the last century using CRU data and SWAT model. Journal of Iran-Water Resources Research 10(3):38-52 (In Persian)
Havrylenko SB, Bodoque JM, Srinivasan R, Zucarelli GV, Mercuri P (2016) Assessment of the soil water content in the Pampas region using SWAT. Catena 137:298-309
Hosseini M (2014) Water balance simulation in Ghare-Sou watershed, Kermansha using the SWAT model. Journal of Watershed Engineering and Management 6(1):63-73 (In Persian)
Javanmard S, Hesari B )2017) Application of SWAT model in simulation of surface water balance Agh Chay catchment area and sufi-2 algorithm Investigate the uncertainty of its parameters. In: Proc. Second National Iranian Coference on Hydrology (WRRC02_267), 20-21 July, Iran (In Persian)
Mehrparvar M, Asghari K, Golmohammadi MH (2019) Reducing error of rainfall-runoff simulation using coupled hydrological SWAT model and data assimilation technique. Journal of Iran-Water Resources Research 14(5):84-96 (In Persian)
Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guide lines for systematic quantification of accuracy in watershed simulations. Transactions of the ASABE 50(3):885-900
Naserabadi F, Esmali Ouri A, Akbari H, Rostamian R (2016) River flow simulation using SWAT model (Case study: Ghareh Su river in Ardabil Province-Iran). Journal of Watershed Management Research 7(13):50-59 (In Persian)
Neitsch S L, Arnold J G, Kiniry J R, Williams J R )2005 (Soil and water assessment tool documentation, (user’s manual). 494 pp
Rivas-Tabares D, Tarquis A N, Willaarts B, Miguel A (2019) An accurate evaluation of water availability in sub-arid Mediterranean watersheds through SWAT: Cega-Eresma-Adaja. Journal of Agricultural Water Management 212:211-225 
Salehpoor Laghani J, Ashrafzadeh A, Moussavi SA (2018) Water resources allocation management in Hablehroud basin using a combination of the SWAT and WEAP models. Journal of Iran-Water Resources Research 14(3):278-290 (In Persian)
Santra P, Das B S (2013) Modeling runoff from an agricultural watershed of western catchment of Chilika Lake through Arc SWAT. Journal of Hydro- Environment Research 7:261-269
Shawul AA, Alamirew T, Dinka MO (2013) Calibration and validation of SWAT model and estimation of water balance components of Shaya mountainous watershed, Southeastern Ethiopia. Journal of Hydrology and Earth System Science, Discuss 10:13955-13978
Tolson B A, Shoemaker C A (2004) Watershed modeling of the canyonville basin using SWAT2000: Model development, calibration and validation for the prediction of flow, sediment and phosphorus transport to the cannonsville reservoir. School of Civil and Environmental Engineering, 159 pp
Uniyal B, Jha M K, Verma A K (2015) Parameter identification and uncertainty analysis for simulating streamflow in a river basin of Eastern India. Journal of Hydrological Processes 29(17):3744-3766
Zare Garizi A, Talebi A (2016) Watershed water balance simulation using SWAT model (Case study: Ghare Sou province of Golestan). Journal of Water Engineering 9(30):50-37 (In Persian)