长江流域资源与环境 >> 2010, Vol. 19 >> Issue (01): 48-.

• 自然资源 • 上一篇    下一篇

分布式TOPMODEL模型在清江流域降雨径流模拟中的应用

凌 |峰| 杜 |耘| 肖 |飞| 吴胜军| 薛怀平   

  1. (中国科学院测量与地球物理研究所湖北省环境与灾害监测评估重点实验室| 湖北 武汉 430077) 
  • 出版日期:2010-01-20

RAINFALL RUNOFF MODELING IN QINGJIANG CATCHMENT WITH DISTRIBUTED TOPMODEL

LING Feng, DU Yun, XIAO Fei, WU Shengjun, XUE Huaiping   

  1. (Key Laboratory of Monitoring and Estimate for Environment and Disaster, Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan 430077, China)
  • Online:2010-01-20

摘要:

以清江流域上游为研究区域,探讨TOPMODEL模型在大流域的应用;对比了SRTM和地形图两种DEM数据在流域地形指数计算及降雨径流模拟中的差异,结果表明,虽然不同DEM计算得到的地形指数和模型率定参数存在较大差异,但是模拟效率基本相同,SRTM数据作为全球覆盖的免费高分辨率DEM数据将极大促进TOPMODEL模型的应用;分析了TOPMODEL模型在大流域中应用存在的局限性,在此基础上,构建了基于子流域的松散耦合的分布式TOPMODEL模型,提出了利用流域实际下垫面数据进行模型参数率定的方法,探讨了子流域划分详细程度对模拟结果的影响,结果表明,分布式TOPMODEL模型充分考虑了流域降雨和下垫面属性空间不均匀性对水文过程的影响,模拟效率高于传统TOPMODEL模型,随着子流域数目的增加,模型在率定期和校验期的效率均呈上升趋势,但是到达一定程度之后,受降雨等输入参数及模型计算误差所限,增加子流域个数不能继续提高模拟效率.

关键词: TOPMODEL/ 数字高程模型/ 分布式水文模型/ 清江

Abstract:

TOPMODEL,a semidistributed hydrological model,was applied in the Qingjiang headwater catchment in order to evaluate its performance for rainfall runoff simulation in large catchments.SRTM digital elevation model (DEM) and DEM derived from topographic contours were used for topographic index computation and rainfall runoff simulation.The result shows that although the topographic indexes and calibrated parameters were much different,the simulation efficiencies were almost the same with both DEMs.As a free nearglobal DEM dataset,SRTM can greatly improve the convenience of TOPMODEL.The limitation of TOPMODEL for rainfall runoff simulation in large catchments was analyzed and a subcatchment based distributed TOPMODEL was then proposed.In the proposed distributed hydrological model,model parameters were calibrated with the land cover and soil datasets to decrease the number of parameters and the model uncertainty.The impact of subcatchment partitioning on the simulation efficiency was also discussed to assess the ability of the proposed model for rainfall runoff simulation.The result shows that the proposed model yielded a higher efficiency than the traditional model as it reduced the effect of the spatial heterogeneity of rainfall and underlying surface properties on rainfall runoff modeling.Moreover,the simulation efficiency increased with more subcatchments until reached the maximum efficiency,which can not be improved by adding the number of subcatchments as the uncertainty of model inputs and the model structure.

Key words: TOPMODEL/ digital elevation model/distributed hydrological model/Qingjiang catchment

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!