Document Type : پژوهشی

Authors

1 University of Tabriz

2 Academic member

3 tabriz university

Abstract

Land use change is one of the important factors in changing the hydrological flow, basin erosion and biodiversity destruction. Therefore, knowing the effect of land use change on discharge and suspended load is an inevitable necessity. The main purpose of this study is the efficiency test of the model and its usability as a simulation of the process of land use change on discharge and sediment is from the soil and water assessment model (SWAT) and SUFI2 program. Model simulation was performed for 29 years from 1987 to 2015, the first 5 years of which were selected for model calibration and the last 5 years for model results validation. Four statistical indices, r_factor, P_factor Nash-Sutcliffe (NS) and coefficient of determination (R2), the ratio of squared root-to-standard deviation (RSR) and the percentage of skewness (PBIAS) were selected monthly to evaluate the model. The accuracy of monthly simulation using NS evaluation index in the calibration and validation stage for flow and suspended load is equal to 0.65 and 0.49, respectively. The results of the study were considered acceptable according to the interpretive domains used in previous studies and indicate the satisfactory efficiency of the SWAT model in simulating the components of the impact of land use change on sediment and discharge in the Ojan Chay Bostanabad watershed. The results showed that the height of surface runoff increased by 1.15 mm and the sediment concentration increased by 1.5 tons per hectare per year.

Keywords

Akhavan Qlalibaf, M.; Hamid, A.; Alvast, G.; Kornova, M.; Mokhtari, M.H. (2019). Investigation of changes in land cover area and land use of Lake Urmia watershed using MODIS images. Hydrogeomophology, 5 (18): 97-113. (In Persian)
Azarakhshi, M.; Rostami Khalaj, M. (2019). Evaluation of the effects of land suitability on runoff values using SWAT model (Case study: Abkhair Kardeh Basin), Journal of Ecology, 6(1): 76-65. (In Persian)
Abbaspour, K.C. (2009). SWAT-CUP, SWAT Calibration and Uncertainty Programs, Version 2 (user manual), EAWAG, 105p.
Goward, S.N., G.D. Cruickshanks. A.S.Hope. (1985).Observed relation between thermal emission and reflected spectral radiance of a complex vegetated landscape, Remote Sensing of Environment, 1985; 18 (2): 137-146.
 
Khodabandeh Lou. B, Khavarban Nahzak. H, Ghorbani. A. (2019). Detection of land use/ land cover changes using object-oriented classification of satellite images (Case study: Gharehso catchment, Ardabil province, remote sensing and GIS in natural resources, 10 (3): 76-92. (In Persian)
Moradi. A, Najafinejad. A, Onagh. A, Kamaki Ch.B, Fooladi Mansouri. M. (2018). Revealing the trend of land use change and its effect on discharge and suspended load simulated with SWAT model (Case study: Watershed Galikesh Golestan Province), Rangeland and Watershed Management, Iranian Journal of Natural Resources, 17 (2): 504-489. (In Persian)
Nazari Samani, A.A, Ghorbani.M, Kouhbanani. H. (2010). Evaluating the trend of land use changes in Taleghan watershed in the period 1987 to 2001, Rangeland Scientific Research Journal,  4 (3): 442-451. (In Persian)
Sepehri.A.R, Jamali. A.A, Hassanzadeh.M. (2019). Analysis and comparison of land use  land cover changes using artificial neural network (case study of Taft and Mehriz lands), remote sensing and GIS in natural resources, 10 (4): 90-105. (In Persian)