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 in | Transactions of Tianjin University Vol. 18; no. 5; pp. 384 - 392 |
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Main Author | |
Format | Journal Article |
Language | English |
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 |
Subjects | |
Online Access | Get full text |
ISSN | 1006-4982 1995-8196 |
DOI | 10.1007/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%. |
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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 |