人民长江

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DDRM模型在渠江流域的应用研究

李帅,周曼,万民,曾凌,杜涛,袁迪,温天福   

  • 出版日期:2019-03-28 发布日期:2019-03-28

Application of DEM-based Distributed Rainfall-runoff Model (DDRM) in Qujiang river basin

LI Shuai, ZHOU Man, WAN Min, ZENG Ling, DU Tao, YUAN Di, WEN Tianfu   

  • Online:2019-03-28 Published:2019-03-28

摘要: 为了进一步探究分布式水文模型(DDRM)的适用性,基于渠江流域的数字高程模型(DEM),提取了研究区域的边界、河网水系,计算了研究区域的地形指数;然后采用基于DEM的DDRM模型进行流域降雨-径流过程模拟,并用确定性系数、洪峰相对误差、峰现时间误差等对DDRM模型的模拟精度进行了评价;同时,对比分析了不同DEM栅格分辨率(1 km和2 km)对模型模拟精度的影响。结果表明:基于上述2种分辨率的DDRM模型在渠江流域降雨-径流模拟中均取得了较好的模拟效果,其中基于1 km栅格的DDRM模拟精度略优于2 km栅格。DDRM模型结构简单,参数较少、物理过程明确,而且能够模拟流域土壤含水量和径流量的空间分布,可为缺资料地区水文模拟提供一种新的方法。

关键词: 降雨径流模拟, DDRM模型, 栅格分辨率, 缺资料地区, 渠江流域

Abstract: We extracted the digital river network from the digital elevation model (DEM) data of the Qujiang River basin, so the basin boundary was delineated, and the topographic index distribution of this region was calculated. The DEM-based Distributed Rainfall-runoff Model (DDRM) was applied to simulate the rainfall-runoff processes in the study region. The performance of the DDRM on the simulation of rainfall-runoff processes in the Qujiang river basin was evaluated by using three indices, i.e., Nash-Sutcliffe efficiency coefficient, relative errors of both flood peak discharge and flood peak time. Meanwhile, we also compared the performance of DDRM under two DEM grid resolutions (1km and 2km). Results show that the DDRM based on both 1km- and 2km- resolution DEM performs well in the simulation of rainfall-runoff in the Qujiang River basin, and the simulation accuracy based on the 1km grid is slightly better than the 2km grid. Because the DDRM has the simple structure, less parameters, concise description on physical process as well as the ability to simulate the spatial distribution of soil moisture and runoff amount, it can be used for hydrological simulation in ungauged basins.

Key words: rainfall-runoff simulation, DEM-based Distributed Rainfall-runoff Model (DDRM), DEM grid resolution, ungauged basin, Qujiang River basin