Change-point detection of long-duration extreme precipitation and the effect on hydrologic design: a case study of south Taiwan

被引:15
作者
Chu, Hone-Jay [2 ]
Pan, Tsung-Yi [3 ]
Liou, Jun-Jih [1 ]
机构
[1] Natl Sci & Technol Ctr Disaster Reduct, Taipei, Taiwan
[2] Natl Cheng Kung Univ, Dept Geomat, Tainan 70101, Taiwan
[3] Natl Taiwan Univ, Ctr Weather Climate & Disaster Res, Taipei 10764, Taiwan
关键词
Change-point analysis; Frequency analysis; Precipitation change; RIVER-BASIN; CLIMATE-CHANGE; TREND ANALYSIS; RAINFALL; TEMPERATURE; SERIES; SHIFT;
D O I
10.1007/s00477-012-0566-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
An increase in the global temperature has intensified the hydrologic cycle, which affects the temporal patterns of precipitation. This study analyzed a long-term annual dataset measuring maximum precipitation in south Taiwan, and identified the change point of the time series using the cumulative sum technique. The result reveals a clear change point of the annual maximum rainfall for 24-h durations in 2004 at most observations. The average 24-h-duration precipitation depth in the study area increased by 27 and 36% for 20-year and 100-year extreme events compared with and without data after 2004, respectively. The long-duration precipitation depth demonstrates a significant positive trend following the change point. Furthermore, this study assesses the changes of hydrologic design while precipitation data are updated annually. The designed 20- and 100-year storm will decrease abruptly when the observed data are subsequently updated until 2004. Because of climate change, this issue is worthy of attention in hydrologic designs.
引用
收藏
页码:1123 / 1130
页数:8
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