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 |
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Online Access | Get full text |
ISSN | 1006-4982 1995-8196 |
DOI | 10.1007/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%. |
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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 crossref_primary_10_1007_s11600_022_00765_z crossref_primary_10_3390_w13091229 crossref_primary_10_3390_ijerph182111652 |
Cites_doi | 10.1214/aoms/1177729394 10.1214/aos/1031689016 10.1016/S0022-1694(01)00374-2 10.1016/j.csda.2006.08.012 10.1007/s00477-010-0364-5 10.1016/j.insmatheco.2007.02.001 10.1016/S0309-1708(00)00039-7 10.1109/TAC.1974.1100705 10.1061/(ASCE)1084-0699(2007)12:4(409) 10.1061/(ASCE)HE.1943-5584.0000169 10.1080/02626660009492327 10.1007/3-540-48236-9 |
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Keywords | asynchronism-synchronism of regional precipitation inter-basin water transfer pair-copula frequency analysis |
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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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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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