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基于 SWAT 模型模拟的中国闽沱河流域径流量变化归因分析。

Attribution Analysis of Runoff Change in Min-Tuo River Basin based on SWAT model simulations, China.

机构信息

College of Water Conservancy and Hydropower Engineering, Sichuan Agricultural University, Ya'an, 625014, P.R. China.

Hydrology and Water Resources College, Hohai University, Nanjing, 210098, P.R. China.

出版信息

Sci Rep. 2020 Feb 19;10(1):2900. doi: 10.1038/s41598-020-59659-z.

Abstract

To consummate watershed data and better quantify the impact of climate changes and human activities on runoff, we examined the changes and response mechanisms of runoff in the Min-Tuo River Basin, China. In the examination, the Soil and Water Assessment Tool (SWAT) model was used to simulate possible evapotranspiration, actual evapotranspiration, and runoff in 1980, 1990, 1995, 2000, 2005, 2010, and 2015 under different land-use conditions. SWAT weather generator was used to supplement the missing meteorological data. This study presents a quantitative analysis of the climatic and anthropogenic factors contributing to the runoff alteration in the Min-Tuo River Basin using the Budyko methods. The results suggested that the reduced precipitation was the main cause of runoff reduction. The contributions of precipitation, possible evapotranspiration, and underlying surface alterationsof runoff were 56.18%, 37.08%, and 6.74%, respectively. Sensitivity analysis indicated that the runoff alteration was most sensitive to changes of landscape parameters. The aridity index and all the elasticities showed a spatial variations in the Min-Tuo River Basin. The influence of the three factors on runoff reduction varied with seasons. During the high-flow period, changes of the precipitation and possible evapotranspiration and underlying surface had the greatest effect on runoff reduction, while changes of underlying surfaces had the least effect.

摘要

为了完善流域数据并更好地量化气候变化和人类活动对径流量的影响,我们检验了中国闽沱河流域径流量的变化及其响应机制。在检验中,我们使用土壤和水评估工具(SWAT)模型来模拟不同土地利用条件下 1980 年、1990 年、1995 年、2000 年、2005 年、2010 年和 2015 年的可能蒸散量、实际蒸散量和径流量。SWAT 天气生成器被用来补充缺失的气象数据。本研究使用布地科方法对闽沱河流域气候和人为因素对径流量变化的影响进行了定量分析。结果表明,降水量减少是径流量减少的主要原因。降水、可能蒸散量和下垫面变化对径流量的贡献分别为 56.18%、37.08%和 6.74%。敏感性分析表明,径流量变化对景观参数的变化最为敏感。干旱指数和所有弹性系数在闽沱河流域表现出空间变化。这三个因素对径流量减少的影响随季节而变化。在高流量期,降水、可能蒸散量和下垫面的变化对径流量减少的影响最大,而下垫面的变化影响最小。

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