面向山区中小河流的PRISM-SWAT径流模型的构建及应用

    Construction and Application of PRISM-SWAT Runoff Model for Small and Medium-Sized Rivers in Mountain Regions

    • 摘要: 为解决山区中小河流降雨数据空间表征不足的问题, 以皖南山区鸿陵河为研究对象, 采用PRISM空间插值技术构建降雨PRISM-SWAT融合模型, 对地表径流、蒸散发、土壤含水量等水文要素进行模拟。研究表明, PRISM技术可精准刻画山区降雨异质性, PRISM-SWAT模型的模拟结果与实测值最为接近, 地表径流及土壤含水量模拟结果与实测值的差异率仅为0.6%和0.73%, 融合蒸散发插值数据平均绝对误差仅为1.55 mm。模型能精准捕捉地表径流年内单峰型分布特征, 且对实际蒸散发及土壤含水量的时空变化模拟与流域下垫面特征匹配度良好。

       

      Abstract: Aiming to solve the limitation of insufficient spatial characterization of rainfall data for small and medium-sized rivers in mountainous regions, it takes the Hongling River in the mountainous area of southern Anhui as the research object. The PRISM spatial interpolation technique is applied to construct a PRISM-SWAT integrated rainfall model, which is used to simulate key hydrological components including surface runoff, evapotranspiration, and soil moisture content. Results indicate that the PRISM technique enables precise delineation of rainfall heterogeneity in mountainous areas. The PRISM-SWAT model yields simulation results that are most consistent with measured values: the discrepancy rates between simulated and observed surface runoff and soil moisture content are merely 0.6% and 0.73%, respectively, while the mean absolute error (MAE) of the integrated evapotranspiration interpolation data is only 1.55 mm. Furthermore, the model accurately captures the intra-annual unimodal distribution pattern of surface runoff, and its simulations of the spatiotemporal variations in actual evapotranspiration and soil moisture content exhibit a high degree of consistency with the underlying surface characteristics of the watershed.

       

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