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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Abstract 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%.
AbstractList The local characteristics of multi-dimensional random variables are seldom considered in the general modeling method of multivariate copula. A new modeling method, called pair-copula construction, is introduced to remedy this defect. Different types of copula distribution 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 interbasin water transfer areas, the pair-copula construction method is compared with the general modeling method of multivariate 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 capacity 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%.
P333.1; The local characteristics of multi-dimensional random variables are seldom considered in the general modeling method of multivariate copula.A new modeling method,called pair-copula construction,is introduced to remedy this defect.Different types of copula distribution 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 interbasin water transfer areas,the pair-copula construction method is compared with the general modeling method of multivariate 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 capacity 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%.
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%.
Author 张强 王本德 李慧赟
AuthorAffiliation 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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CitedBy_id crossref_primary_10_1016_j_ejrh_2022_101214
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Issue 5
Keywords asynchronism-synchronism of regional precipitation
inter-basin water transfer
pair-copula
frequency analysis
Language English
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Notes 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%.
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Snippet The local characteristics of multi-dimensional modeling method of multivariate copula. A new modeling remedy this defect. Different types of copula...
The local characteristics of multi-dimensional random variables are seldom considered in the general modeling method of multivariate copula. A new modeling...
P333.1; The local characteristics of multi-dimensional random variables are seldom considered in the general modeling method of multivariate copula.A new...
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springer
chongqing
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StartPage 384
SubjectTerms Copula
Engineering
Humanities and Social Sciences
Mechanical Engineering
multidisciplinary
Science
区域降水
同步
建模方法
异步
调水区
跨流域
Title Analysis of Asynchronism-Synchronism of Regional Precipitation in Inter-Basin Water Transfer Areas
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https://link.springer.com/article/10.1007/s12209-012-1685-x
https://d.wanfangdata.com.cn/periodical/tianjdxxb-e201205011
Volume 18
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