Analysis of Asynchronism-Synchronism of Regional Precipitation in Inter-Basin Water Transfer Areas

The local characteristics of multi-dimensional modeling method of multivariate copula. A new modeling remedy this defect. Different types of copula distribution random variables are seldom considered in the general method, called pair-copula construction, is introduced to functions are allowed to be...

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Published inTransactions of Tianjin University Vol. 18; no. 5; pp. 384 - 392
Main Author 张强 王本德 李慧赟
Format Journal Article
LanguageEnglish
Published Heidelberg Tianjin University 01.10.2012
School of Civil and Hydraulic Engineering, Dalian University of Technology, Dalian 116024, China%Nanjing Institute of Geography & Limnology, Chinese Academy of Sciences, Nanjing 210008, China
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ISSN1006-4982
1995-8196
DOI10.1007/s12209-012-1685-x

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Summary:The local characteristics of multi-dimensional modeling method of multivariate copula. A new modeling remedy this defect. Different types of copula distribution random variables are seldom considered in the general method, called pair-copula construction, is introduced to functions are allowed to be introduced in this method. Correspondingly, the related characteristics of complex multivariate can be described by a cascade of pair-copula acting on two variables at a time. In the analysis of asynchronism-synchronism of regional precipitation in WED inter- basin water transfer areas, the pair-copula construction method is compared with the general modeling method of mul- tivariate copula. The results show that the local dependence structure would exist among hydrologic variables even in three-dimensional cases. In this situation, the general modeling method of multivariate copula would face difficulties in fitting distribution. However, the pair-copula construction method could capture the local information of hydrologic variables efficiently by introducing different types of copula distribution functions. Moreover, the compensation ca- pacity of water resources is strong in different hydrological areas of WED water transfer project. The asynchronous frequency of wetness and dryness is 69.64% and the favorable frequency for water transfer is 46.15%.
Bibliography:pair-copula; inter-basin water transfer; asynchronism-synchronism of regional precipitation; frequency analysis
ZHANG Qiang WANG Bende , LI Huiyun (1. School of Civil and Hydraulic Engineering, Dalian University of Technology, Dalian 116024, China; 2. Nanjing Institute of Geography & Limnology, Chinese Academy of Sciences, Nanjing 210008, China)
12-1248/T
The local characteristics of multi-dimensional modeling method of multivariate copula. A new modeling remedy this defect. Different types of copula distribution random variables are seldom considered in the general method, called pair-copula construction, is introduced to functions are allowed to be introduced in this method. Correspondingly, the related characteristics of complex multivariate can be described by a cascade of pair-copula acting on two variables at a time. In the analysis of asynchronism-synchronism of regional precipitation in WED inter- basin water transfer areas, the pair-copula construction method is compared with the general modeling method of mul- tivariate copula. The results show that the local dependence structure would exist among hydrologic variables even in three-dimensional cases. In this situation, the general modeling method of multivariate copula would face difficulties in fitting distribution. However, the pair-copula construction method could capture the local information of hydrologic variables efficiently by introducing different types of copula distribution functions. Moreover, the compensation ca- pacity of water resources is strong in different hydrological areas of WED water transfer project. The asynchronous frequency of wetness and dryness is 69.64% and the favorable frequency for water transfer is 46.15%.
ISSN:1006-4982
1995-8196
DOI:10.1007/s12209-012-1685-x