Modeling of Atrak Watershed Runoff Using the SWAT Model of SUFI-2 Algorithm

Document Type : Original Article

Authors

1 Ph.D. Student of Water Structures, International Campus, Ferdowsi University of Mashhad., Mashhad., Iran

2 water engineering group professor'Mashhad ferdowsi university., Mashhad., Iran

3 Associate Professor, Water Engineering Department, Ferdowsi University of Mashhad., Mashhad., Iran

Abstract

Soil erosion and surface runoff generation is a serious environmental threat to sustainable development and agriculture, that may lead to a reduced soil fertility, nutrient loss, and reduced plant performance in the agricultural areas. In recent years, the use of modeling is introduced as a means to evaluate the impact of erosion reduction measures. SWAT is a conceptual and distribution model developed to predict and estimate surface runoff, sediment brought, qualitative characteristics of water, as well as to predict the effects of different management measures in the basin. The aim of this study was to investigate the usefulness of SWAT model to estimate the average daily flow rate and calibrate and validate the model in Atrak watershed at Khorasan Razavi North Khorasan provinces. Calibration and uncertainty analysis of the model were performed using SUFI-2. Indicators P-factor, R-factor, br2, and r2 were used in order to assess the ability of SWAT model to simulate Atrak watershed runoff. Runoff data of six hydrometric stations in 1975-1991 were used for calibration and validation of this basin. The results showed that the monthly runoff at calibration stage, the coefficients P-factor, R-factor, br2, and r2 in output basin was 0.73, 1.15, 0.53, and 0.56, and in the validation stage was 0.77, 1.3, 0.48 and 0.58, respectively. The best results were obtained in Shirabad station and the weakest results in Gharehkahnbandi station. Overall calibration results show that the SWAT model can be a useful tool in river flow rate simulation.
 

Keywords


آبابایی،ب و سهرابی،ت. 1388. ارزیابی عملکرد مدل SWAT در حوضه آبریز زاینده رود، مجله پژوهش­های حفاظت آب و خاک دانشگاه گرگان. 16. 3: 41-58.
اخوان،س.، عابدی کوپایی،ج.، موسوی،ف. ، عباسپور،ک.، افیونی،م و اسلامیان،س. 1388. تخمین آب آبی و آب سبز با استفاده از مدلSWAT   در حوضه آبریز همدان، مجله علوم و فنون کشاورزی و منابع طبیعی، علوم آب و خاک.53: 23-9.
بسالت پور،ع.ا.، ایوبی،ش.، حاج عباسی،م.ع و جلالیان،ا.  1393. واسنجی و اعتبارسنجی مدل SWAT با استفاده از الگوریتم پرندگان برای شبیه­سازی رواناب و رسوب در یک حوضه آبخیز کوهستانی، مجله پژوهش­های حفاظت آب و خاک دانشگاه گرگان.4.4: 295-312.
رستمیان،ر. 1385، تخمین رواناب و رسوب در حوضه بهشت آباد در کارون شمالی با استفاده از مدل SWAT2000. پایان نامه کارشناسی ارشد خاکشناسی، دانشکده کشاورزی، دانشگاه صنعتی اصفهان
Abbaspour,K.C., Yang,J., Maximov,I., Siber,R., Bogner,K., Mieleitner,J., Zobrist,J., Srinivasan,R. 2007. Modelling  hydrology and water quality in the pre-alpine/ alpine Thur watershed using SWAT. Journal of Hydrology. 333: 413–430.
Abbaspour,K.C. 2011. Swat-Cup2: SWAT Calibration and Uncertainty Programs Manual Version 2, Department of Systems Analysis, Integrated Assessment and Modelling (SIAM), Eawag. Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland. 106 p.
Abbaspour,K.C., Johnson,C.A., van Genuchten,M.Th., 2004. Estimating uncertain flow and transport parameters using a sequential uncertainty fitting procedure. Vadouse Zone 3.4: 1340–1352.
Abbaspour,K.C., Rouholahnejad,E., Vaghefi,S., Srinivasan,R., Yang,H and Klove,B. 2015. A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model, Journal of Hydrology. 524: 733-752.
Bakker,M.M., Govers,G and Rounsevell,M.D.A. 2004. The crop productivity erosion relationship: an analysis based on experimental work. Catena. 57: 55-76.
Bekiaris,I.G., Panagopoulos,I.N and Mimikou.N.A., 2005. Application of the SWAT model in the Ronnea catchment of Sweden. Global NEST Journal. 3:252-257.
Chu,T.W and Shirmohammadi,A. 2004. Evaluation of the SWAT model’s  hydrology component in the piedmont physiographic region of Maryland. Trans. ASAE 47:4. 1057-1073.
Coffey,R., Cummins,E., O’Flaherty,V and Cormican,M. 2010. Analysis of the soil and water assessment tool (SWAT) to model Cryptosporidium in surface water sources. Biosystem Engineering. 106: 303-314.
Fassio,A., Giupponi,C., Hiederer,R., Simota,C. 2005. A decision support tool for simulating the effects of alternative policies affecting water resources: an application at the European scale. Journal of Hydrology. 304: 462–476.
Feyereisen,G.W., Strickland,T.C., Bosch,D and Sullivan,D.G. 2007. Evaluation of SWAT manual calibration and input parameter sensitivity in the Little river watershed. American Society of Agricultural and Biological Engineers. 50: 843−855.
Huang,Z., Xue,B and Pang,Y. 2009. Simulation on stream flow and nutrient loadings in Gucheng Lake, Low Yangtze River Basin, based on SWAT model. Quatern. Int. 208: 109-115.
Morgan,R.P.C and Nearing,M.A. 2011. Handbook of erosion modeling. John Wiley and Sons, Ltd, 413p.
Muleta,M.K., Nicklow,J.W. 2005. Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model. Journal of Hydrology. 306: 127–145.
Ndomba,P., Mtalo,F., and Killingtveit,A. 2008. SWAT model application in a data scarce tropical complex catchment in Tanzania. Phys. Chem. Earth.
Neitsch,S.L., Arnold,J.G., Kiniry,J.R and Williams,J.R. 2011. Soil and Water Assessment Tool: Theoretical Documentation: Version 2009. Texas Water Resources Institute, Technical Report No. 406, Texas A and M University System, Collage Station, Texas 77843-2118.
Neitch,S.L, Arnold,J.G., Kiniry,J.R and Williams,J.R. 2005. Soil and water assessment tool documentation, (user’s manual). P.494.
Oeurng,C., Sauvage,S and Sanchez-Perez,J.M. 2011. Assessment of hydrology, sediment and particulate organic carbon yield in a large agricultural catchment using the SWAT model. Journal of Hydrology. 401: 145-153.
Strauch,M., Bernhofer,C., Koide,S., Volk,M., Lorz,C and Makeschin,F. 2011. Using precipitation data ensemble for uncertainty analysis in SWAT stream flow simulation. Journal of  Hydrology. 415: 413-424.
Sun,H and Cornish,P.S. 2005. Estimating shallow groundwater recharge in the headwaters of the Liverpool Plains using SWAT. Hydrol. Process. 19:3. 795-807.
Yang,Q., Meng,F.R., Zhao,Z., Chow,T.L., Benoy,G., Rees,H.W and Bourque,C.P.A. 2009. Assessing the impacts of flow diversion terraces on stream water and sediment yields at a watershed level using SWAT model. Agronomy. Ecosyst. Environment. 132: 23-31.