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Copula函數(shù)分析江蘇儀邗地區(qū)降雨-潮位的條件風(fēng)險(xiǎn)概率

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Analysis of Condition Risk Probability for Rainfall-Tidal Level in Yi-Han Region of Jiangsu Province Using Copula Functions

WANG Haihang,LI Fan,QIN Zhiqiong, JIANG Xiaolei (College of Hydraulic Science and Engineering,Yangzhou University,Yangzhou 225o09,Jiangsu,China)

Abstract:To predict the flood risk of the Yangtze River main stream during the period of high water level overtopping, basedonthe maximum 3drainfallandtidalleveldataof Yi-HanRegion,JiangsuProvinceduring 1965—2O21,amarginal distribution functionwas constructedandthe parameters were accurately estimated by maximum likelihood estimation method.Archimedean Copula function,eliptic Copula function and PlackettCopula function were selected,and the combinedprobabilitydistributionmodelofrainfall-tidelevelwasconstructedandtheconditionalriskprobabilityofraifalltide level was calculated basedon the graph analysisand root mean square eror.Theresults show that:Copula function caneffectivelyfitthejointprobabilitydistributionofrainfall-tidelevel,andrevealthecorelationbetweenrainfalland tide level. When the recurrence interval of heavy rain is 20a ,the probability that the tide level in the same recurrence period exceeds the design value is 3.35% ,which is less than the probability of the tide level in the same recurrence period,indicating that the rainfall affects the local tide level and there is a correlation between them.

Keywords: rainfall; tidal;edge distribution function; Copula function;conditional probability of risk

我國(guó)是遭受暴雨洪澇等災(zāi)害侵襲最頻繁的國(guó)家之一,據(jù)統(tǒng)計(jì),大約有2/3的國(guó)土面積曾經(jīng)遭受不同類型以及不同危害程度的洪水災(zāi)害[1],其中,城市暴雨洪澇災(zāi)害給城市的經(jīng)濟(jì)社會(huì)發(fā)展和人民的正常生產(chǎn)生活造成了巨大的損失,嚴(yán)重阻礙經(jīng)濟(jì)的發(fā)展,影響正常的社會(huì)秩序,危害人民生命和財(cái)產(chǎn)安全,因此,防范城市暴雨洪澇災(zāi)害對(duì)于確保城市的可持續(xù)發(fā)展和人民的福祉十分重要[2]。(剩余7388字)

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