Application of SWAT Model to Simulate Nitrate and Phosphate Leaching from Agricultural Lands to Rivers

F. Misaghi, M. Nasrabadi, Maryam Nouri
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引用次数: 1

Abstract

In the present study, the amount of nitrate and phosphate leaching from agricultural lands into the Zanjanrood River in Iran was simulated using the Soil & Water Assessment Tool (SWAT) model. The measured average monthly discharges at the Sarcham station were used to calibrate and validate the SWAT model, and the SWAT Calibration and Uncertainty Program (SWAT-CUP) model was applied to perform the uncertainty and sensitivity analyses. Three scenarios for the irrigation methods and five for the fertilizer rates were defined. The p-factor and r-factor were used for the uncertainty analysis, and two statistical indices of the coefficient of determination (R2) and Nash-Sutcliffe efficiency (NS) were utilized in the validation model. For the calibration of the monthly runoff at the basin’s outlet, the coefficients of r-factor, p-factor, R2, and NS were obtained as 0.27, 0.11, 0.83, and 0.53, respectively. The results showed that by increasing the pressurized irrigation areas, the nitrate and phosphate pollutions in the river basin were not significantly affected. With regard to fertilizer rates, by reducing the consumption of urea and phosphate fertilizers up to 50%, the amount of nitrate and phosphate leaching into the Zanjanrood River was reduced up to 16.7% and 19.2%, respectively. On the other hand, an increase of 50% in fertilizer application increased nitrate and phosphate leaching into the river by 17.2% and 17.7%, respectively. In addition, by reducing the fertilization rate and preventing unnecessary fertilization by farmers, the pollution of water resources can be largely prevented.
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SWAT模型在农田向河流中硝酸盐和磷酸盐淋滤模拟中的应用
在本研究中,利用土壤和水评估工具(SWAT)模型模拟了伊朗Zanjanrood河农田中硝酸盐和磷酸盐的淋溶量。利用Sarcham站实测月平均流量对SWAT模型进行校正和验证,并利用SWAT- cup模型进行不确定度和敏感性分析。确定了三种灌溉方式方案和五种施肥方案。采用p因子和r因子进行不确定度分析,采用决定系数(R2)和Nash-Sutcliffe效率(NS)两项统计指标进行验证模型。流域出水口月径流的r因子、p因子、R2和NS系数分别为0.27、0.11、0.83和0.53。结果表明:增加加压灌溉面积对流域硝酸盐和磷酸盐污染影响不显著;在施肥量方面,通过减少50%的尿素和磷肥用量,硝态氮和磷肥的浸出量分别减少16.7%和19.2%。另一方面,肥料用量每增加50%,硝酸盐和磷酸盐进入河流的淋溶量分别增加17.2%和17.7%。此外,通过减少施肥,防止农民不必要的施肥,可以在很大程度上防止水资源的污染。
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