Definition of Extreme Rainfall Events and Design of Rainfall Based on the Copula Function

被引:13
|
作者
Yin, Changyan [1 ]
Wang, Jiayi [2 ]
Yu, Xin [2 ]
Li, Yong [2 ]
Yan, Denghua [3 ]
Jian, Shengqi [3 ]
机构
[1] Zhengzhou Univ, Coll Water Resources & Environm, Zhengzhou 450001, Peoples R China
[2] Yellow River Conservancy Commiss, Yellow River Inst Hydraul Res, Shunhe Rd 45, Zhengzhou 450003, Peoples R China
[3] Zhengzhou Univ, Coll Water Conservancy Sci & Engn, Sci Rd 100, Zhengzhou 450003, Peoples R China
基金
中国博士后科学基金;
关键词
Copula function; Extreme rainfall events; Rainfall intensity duration model; Design rainfall; PRECIPITATION EXTREMES; RIVER-BASIN; INCREASES; DURATION; HEAVY; FLOOD; MODEL;
D O I
10.1007/s11269-022-03229-7
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Extreme rainfall has changed in frequency and intensity as a result of climate change, and its impact on nature and society is far greater than that of rainfall change. Scientifically defining extreme rainfall events and obtaining the design rainfall is of great significance to analyze the impact of climate change on extreme precipitation events. Existing definitions of extreme precipitation events have usually focused on rainfall amounts at fixed durations rather than complete events with variable durations. Using sub-daily precipitation and runoff data covering 1971-2018 from 17 stations over the Jingle sub-basin, we constructed an appropriate copula function to define extreme persistent rainfall events under bivariate analysis and obtained the rainfall process of the designed rainfall under different return periods. The results showed that (1) the joint distribution based on Copula was more accurate than the traditional univariate probability methods for identifying extreme rainfall events with a threshold of 90%. (2) The Copula joint distribution established in the basin can well calculate the designed extreme rainfall under the return periods of 100 a, 50 a, 30 a, 25 a, 10 a and 5 a. (3) The rainfall intensity duration model had a good simulation effect on the rainfall intensity duration distribution of the basin.
引用
收藏
页码:3759 / 3778
页数:20
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