GSTDTAP  > 资源环境科学
DOI10.1002/2017WR021345
Copula-Based Modeling of Flood Control Reservoirs
Balistrocchi, M.1; Orlandini, S.2; Ranzi, R.1; Bacchi, B.1
2017-11-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2017
卷号53期号:11
文章类型Article
语种英语
国家Italy
英文摘要

Copulas are shown in this paper to provide an effective strategy to describe the statistical dependence between peak flow discharge and flood volume featuring hydrographs forcing a flood control reservoir. A 52 year time series of flow discharges observed in the Panaro River (Northern Italian Apennines) is used to fit an event-based bivariate distribution and to support time-continuous modeling of a flood control reservoir, located online along the river system. With regard to reservoir performances, a method aimed at estimating the bivariate return period is analytically developed, by exploiting the derived distribution theory and a simplified routing scheme. In this approach, the return period is that of the peak flow discharge released downstream from the reservoir. Therefore, in order to verify the reliability of the proposed method, a nonparametric version of its frequency distribution is assessed by means of continuous simulation statistics. Copula derived and nonparametric distributions of the downstream peak flow discharge are found to be in satisfactory agreement. Finally, a comparison of bivariate return period estimates carried out by using alternative approaches is illustrated.


英文关键词flood control reservoirs bivariate analysis copula functions return period flood risk analysis reservoir performance assessment
领域资源环境
收录类别SCI-E
WOS记录号WOS:000418736700068
WOS关键词BIVARIATE FREQUENCY-ANALYSIS ; TAIL-DEPENDENCE ; RETURN PERIOD ; PART 2 ; DESIGN ; RISK ; HYDROLOGY
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/22072
专题资源环境科学
作者单位1.Univ Brescia, Dept Civil Environm Architectural Engn & Math, Brescia, Italy;
2.Univ Modena & Reggio Emilia, Dept Engn Enzo Ferrari, Modena, Italy
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GB/T 7714
Balistrocchi, M.,Orlandini, S.,Ranzi, R.,et al. Copula-Based Modeling of Flood Control Reservoirs[J]. WATER RESOURCES RESEARCH,2017,53(11).
APA Balistrocchi, M.,Orlandini, S.,Ranzi, R.,&Bacchi, B..(2017).Copula-Based Modeling of Flood Control Reservoirs.WATER RESOURCES RESEARCH,53(11).
MLA Balistrocchi, M.,et al."Copula-Based Modeling of Flood Control Reservoirs".WATER RESOURCES RESEARCH 53.11(2017).
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