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基于Archimedean Copula的三维干旱特征变量联合分布研究
引用本文:张雨,宋松柏. 基于Archimedean Copula的三维干旱特征变量联合分布研究[J]. 中国农村水利水电, 2011, 0(1): 65-68
作者姓名:张雨  宋松柏
作者单位:西北农林科技大学水利与建筑工程学院,陕西,杨凌,712100
摘    要:应用Archimedean Copula函数研究干旱特征变量的联合分布,为水资源决策者提供依据。以渭河流域西安站77年的月降水资料为例, 采用Archimedean Copulas函数建立干旱特征变量之间的三维联合分布模型。分别采用极大似然法和适线法进行参数估计,通过拟合优度评价选用Clayton Copula描述干旱历时,干旱烈度和干旱烈度峰值之间的联合分布,并计算条件重现期。结果表明, Copulas函数能够比较好的描述干旱特征变量间的联合分布;具有灵活性和应用范围广等特点。

关 键 词:Archimedean Copula函数  干旱特征  三维联合分布  拟合优度  条件重现期
收稿时间:2010-05-24
修稿时间:2010-09-01

Research on Three-dimensional Joint Distribution of Drought Characteristics Based on Archimedean Copulas
ZHANG Yu , SONG Song-bai. Research on Three-dimensional Joint Distribution of Drought Characteristics Based on Archimedean Copulas[J]. China Rural Water and Hydropower, 2011, 0(1): 65-68
Authors:ZHANG Yu    SONG Song-bai
Affiliation:ZHANG Yu,SONG Song-bai(College of Architectural and Water Resources Engineering,Northwest Agricultural and Forestry University,Yangling 712100 Shaanxi Province,China)
Abstract:Applying copula function to the joint distribution of drought variables serves as a basis for water resources decision-makers.Taking 77 years of monthly precipitation data of Xi'an Gauge Station located in the Weihe River Basin as an example,this paper uses Archimedean Copula functions to establish the three-dimensional joint distributed model among drought variables.Maximum Likehood Estimation Method and Curve Fitting Method are used to estimate the parameters of copulas,then goodness of fit statistics is ...
Keywords:Archimedean Copula Function  drought characterization  three-dimensional joint distribution  goodness-of-fit  conditional return period
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