Analysis of meteorological drought characteristics in the Lancang-Mekong River Basin based on multi-dimensional Copula function

被引:0
|
作者
Li Q. [1 ,2 ]
Fang K. [1 ]
Han X. [1 ]
Zou Z. [3 ]
Chen Q. [1 ]
Yin R. [1 ]
Lin Y. [1 ]
机构
[1] College of Hydrology and Water Resources, Hohai University, Nanjing
[2] Yangtze Institute for Conservation and Development, Hohai University, Nanjing
[3] Middle Changjiang River Bureau of Hydrology and Water Resources Survey, Bureau of Hydrology of Changjiang Water Resources Commissiones, Wuhan
关键词
Copula function; joint occurrence probability; Lancang-Mekong River Basin; meteorological drought; run theory;
D O I
10.3880/j.issn.10046933.2024.01.007
中图分类号
学科分类号
摘要
In order to comprehensively unveil multidimensional meteorological drought characteristics of the Lancang-Mekong River Basin under changing environments, the standard precipitation evapotranspiration index (SPEI) was used to characterize meteorological drought in the basin. Drought events in the Lancang River and the upper, middle, and lower reaches of the Mekong River during 1901-1960 and 1961-2021 were extracted based on the run theory, and two-dimensional and three-dimensional drought characteristic variable joint distributions for different sub-basins in the two periods were constructed using the Copula function. Through the calculation of the drought joint occurrence probabilities under different combinations of characteristic variables, the spatio-temporal changes in multidimensional meteorological drought characteristics in different sub-basins were compared and analyzed. The results show that in terms of time, the average drought severity of each sub-basin during 1961-2021 was higher than that during 1901-1960, especially the joint occurrence probabilities of extreme drought events (with univariate cumulative frequencies of 25% and 50%) increased the most. In terms of space, during 1961-2021, with the increases in drought duration, drought intensity, and drought peak intensity, the area with the highest value of multi-dimensional drought joint occurrence probabilities in the " or" case shifted southward from north, while in the "and" case, it shifted northward from south. © 2024 Water Resources Protection. All rights reserved.
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页码:52 / 59
页数:7
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共 24 条
  • [1] SONG Xiaomeng, ZHANG Jianyun, ZHAN Chesheng, Et al., Review for impacts of climate change and human activities on water cycle [ J ], Journal of Hydraulic Engineering, 44, 7, pp. 779-790, (2013)
  • [2] CHEN Yaning, LI Yupeng, LI Zhi, Et al., Analysis of the impact of global climate change on dryland areas [ J ], Advances in Earth Science, 37, 2, pp. 111-119, (2022)
  • [3] WU Zhiyong, BAI Boyu, HE Hai, Et al., Temporal and spatial characteristics of hydrological drought in the Pearl River Basin from 1981 to 2020 [ J ], Journal of Hohai University (Natural Sciences), 51, 1, (2023)
  • [4] YUN Xiaobo, TANG Qiuhong, XU Ximeng, Et al., Impact of climate change on water resource cooperation between the upstream and downstream of the Lancang-Mekong River Basin [ J ], Climate Change Research, 1 6, 5, pp. 555-563, (2020)
  • [5] LONG Di, HAN Zhongying, WANG Yiming, Projection oi iuture droughts across the Lancang-Mekong River under a changing environment[ J ], Advances in Water Science, 33, 5, pp. 766-779, (2022)
  • [6] TUONG V, HOANG T V, CHOU T Y, Et al., Extreme droughts change in the Mekong River Basin: a multidisciplinary analysis based on satellite data [ J ], Water, 13, 19, (2021)
  • [7] DONG Zhiqiang, LIU Hui, BAIYINBAOLIGAO, Et al., Future projection oi seasonal drought characteristics using CMIP6 in the Lancang-Mekong River Basin[ J ], Journal oi Hydrology, 610, (2022)
  • [8] MA Mingwei, SONG Songbai, REN Liliang, Et al., Multivariate drought characteristics using trivariate Gaussian and student-t copulas [ J ], Hydrological Processes, 27, 8, pp. 1175-1190, (2013)
  • [9] SAGHAFIAN B, MEHDIKHANI H., Drought characterization using a new copula-based trivariate approach [ J ], Natural Hazards, 72, 3, pp. 1391-1407, (2014)
  • [10] FENG Kai, SU Xiaoling, SINGH V P, Et al., Dynamic evolution and frequency analysis oi hydrological drought from a three-dimensional perspective [ J ], Journal oi Hydrology, 600, (2021)