Identification of propagation characteristics from meteorological drought to hydrological drought using daily drought indices and lagged correlations analysis

被引:1
|
作者
Jeong, Min-Su [1 ]
Park, Seo-Yeon [2 ]
Kim, Young-Jun [2 ]
Yoon, Hyeon-Cheol [3 ]
Lee, Joo-Heon [4 ]
机构
[1] Drought Res Ctr, Goyang, South Korea
[2] Joongbu Univ, Dept Civil Engn, Goyang, South Korea
[3] Natl Disaster Management Res Inst, Natl Integrated Drought Ctr, Ulsan 44538, South Korea
[4] Joongbu Univ, Civil Engn Dept, Goyang, South Korea
基金
新加坡国家研究基金会;
关键词
Standardized Precipitation Index; Standardized Reservoir Supply Index; Drought Propagation; Time-Lagged Correlation Analysis; Multiple Regression Analysis; TIME;
D O I
10.1016/j.ejrh.2024.101939
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Study region: The Juam Dam area in Suncheon, Jeollanam-do, South Korea Study focus: This study aims to analyze drought propagation characteristics using time-lagged correlation analysis based on daily drought index, determining the lag time from meteorological drought to propagation into hydrological drought. The target period for correlation analysis is the onset date of the dry spell preceding the occurrence of hydrological drought and the termination date of the dry spell following the termination of the drought for each drought event. The Standardized Precipitation Index (SPI) at various time-scales for meteorological drought and the Standardized Reservoir Supply Index (SRSI) for hydrological drought were applied. New hydrological insights for the region: This study presents the objectivity and accuracy of drought onset and termination date for drought propagation analysis through daily lagged correlation analysis. Through ROC analysis, SPI90, SPI180, and SPI365 are shown to increase by an average of 16.0%, 8.8 %, and 6.0%, respectively. From 1993-2023, long-term hydrological droughts lasting 2 years occurred 5 times, with a maximum duration of 408 days, magnitude -629, and severity -1.76. The daily lag between the multi-scale SPIs and SRSI of individual drought events presents the possibility of predicting hydrological drought through multiple regression analysis. This research provides insights for improving hydrological drought monitoring, prediction, and response strategies through results of individual propagation characteristics of drought events.
引用
收藏
页数:14
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