基于二维Gumbel分布的降雨径流频率分析模型及其应用The Two-dimension Gumbel Model for Runoff and Rainfall Frequency Analysis and Application
冯平,王仲珏
摘要(Abstract):
本文探讨了二维Gumbel分布模型,给出了其经验频率和理论频率的计算方法,并建立了其联合重现期和条件重现期的分布模型。它可以给出不同程度暴雨和径流遭遇组合的频率,也可以在一定的降雨量条件下给出不同径流量的发生频率,或一定的径流量条件下给出不同降雨量的发生频率。这对于解决与风险有关的多因素影响下的水文计算问题是非常有用的。并以滹沱河流域岗南水库的入库年径流和年降雨量为例,分析了该模型的实用性,结果表明采用二维Gumbel分布模型来描述水文随机变量的联合分布是有效的。
关键词(KeyWords): Gumbel分布;二维概率分布;频率;降雨量;径流量
基金项目(Foundation): 国家自然科学基金(50579049);; 高等学校博士学科点专项科研基金(20040056060);; 新世纪优秀人才支持计划
作者(Author): 冯平,王仲珏
参考文献(References):
- [1]Cunnane C.Reviewof statistical models for flood frequency estimation[A].In:Singh,V.P.Hydrologic Frequency Modelling[C].Reidel:Dor-drecht,1987.49?95.
- [2]郑红星,刘昌明.南水北调东中两线不同水文区降水丰枯遭遇性分析[J].地理学报,2000,5:523-532.
- [3]冯平,崔广涛,胡明罡.暴雨洪水共同作用下的多变量防洪计算问题[J].水利学报,2000,2:49-53.
- [4]冯平,闫大鹏,耿六成,等.南水北调东中线总干渠防洪风险评估的研究[J].水利学报,2003,4:40-45.
- [5]Ashkar F.Partial duration series models for flood analysis[D].Montreal,Canada.Ecole Polytechnique of Montreal,1980.
- [6]Correia F N Multivariate partial duration series in flood risk analysis[A].In:Singh,V.P.Hydrologic Frequency Modelling[C].Reidel:Dor-drecht,1987.541 554.
- [7]Sackl B,Bergmann H.A bivariate flood model and its application[A].In:Singh,V.P.Hydrologic Frequency Modelling[C].Reidel:Dor-drecht,1987.571 582.
- [8]Goel N K,Seth S M,Chandra S.Multivariate modeling of flood flows[J].Journal of Hydraulic Engineering 1998.124(2):146 155.
- [9]Jain D,Singh V P.A comparison of transformation methods for flood frequency analysis[J].Water Resource Bulletin,1986,22(6):903 912.
- [10]Gumbel E J.Multivariate extreme distributions[J].Bulletin of the International Statistical Institute,1960,39(2):471 475.
- [11]S Yue,TB MJ Ouarda,B Bobee.The Gumbel mixed model for flood frequency analysis[J].Journal of Hydrology,1999,226:88-100.
- [12]Oliveria J TD.Bivariate extremes:extensions[J].Bulletin of the International Statistical Institute,1975,46:241 251.