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利用 GLUE 方法不同算法分析 TOPMODEL模型不确定性

姚锡良 黄国如 林凯荣

广东水利水电Issue(2):1-6,6.
广东水利水电Issue(2):1-6,6.

利用 GLUE 方法不同算法分析 TOPMODEL模型不确定性

Uncertainty Analysis of TOPMODEL Model by Using Different Likelihood Functions Based on the GLUE Method

姚锡良 1黄国如 2林凯荣3

作者信息

  • 1. 广东省水利电力勘测设计研究院,广东广州 510635
  • 2. 华南理工大学土木与交通学院,广东广州 510640
  • 3. 中山大学水资源与环境研究中心,广东广州 510275
  • 折叠

摘要

Abstract

The GLUE methodology is applied to uncertainty analyses of TOPMODEL , with the Xixia catchment in Danjiang River as the research area .The uncertainties of different likelihood functions , shaping factor , model parameters and prediction interval are analyzed .It is shown that the likelihood values for different functions are different as well as similar , and the different distribution of each different likelihood function the relationship between the parameters and the likelihood measure are affected by a shaping fac -tor .Lastly the prediction interval characteristics of the 90%confidence level at different threshold values are calculated , such as the observation containing ratio , prediction interval width and precition interval symmetry .It is shown that the lower the threshold value is, the higher the reliability of the prediction interval is , and meanwhile the larger while the range of uncertainty is .It is concluded that many factors should be considered in selecting likelihood function and threshold value .

关键词

TOPMODEL模型/不确定性/GLUE方法/似然函数/预测区间

Key words

TOPMODEL model/uncertainty/GLUE methodology/likelihood function/prediction interval

分类

建筑与水利

引用本文复制引用

姚锡良,黄国如,林凯荣..利用 GLUE 方法不同算法分析 TOPMODEL模型不确定性[J].广东水利水电,2014,(2):1-6,6.

广东水利水电

1008-0112

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