基于Copula函数族的黄河流域降雨丰度与干旱发生及水旱发生概率分析

IF 5 2区 地球科学 Q1 WATER RESOURCES
Yuping Han , Jinhang Li , Mengdie Zhao , Hui Guo , Chunying Wang , Huiping Huang , Runxiang Cao
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引用次数: 0

摘要

研究区域:中国黄河流域。本研究利用Copula联合分布模型,深入分析了三个河段的干湿相遇及其演变模式。该研究特别探讨了异步和同步干湿相遇的概率,为该地区的水文动力学提供了有价值的见解。此外,基于观测到的干湿模式,构建并模拟了洪水和干旱管理的贝叶斯网络模型。本研究的发现揭示了几个值得注意的见解。首先,3个河段的降水变化趋势不明显,但存在5 a、4 a和16 a的周期变化。②非同步干湿交汇概率高于同步干湿交汇概率,上、中、下游的非同步干湿交汇概率分别为54.46 %、80.65 %和62.9 %。第三,干湿同步发生的总体概率较低,其中干湿同步发生的概率最高。最后,研究表明黄河发生洪涝干旱的总体概率为50% %。模拟结果进一步强调,湿润年份发生洪水的概率为91% %,干旱年份发生干旱的概率为相同。研究结果为黄河流域水资源优化配置提供了理论依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of rainfall abundance and drought occurrence and probability of flood and drought occurrence in Yellow River Basin based on Copula function family

Study region

The Yellow River Basin, China.

Study focus

Using Copula joint distribution models, this study delves into the analysis of wetness-dryness encounters and their evolving patterns in the all three reaches. The research specifically explores the probability of asynchronous and synchronous wetness-dryness encounters, providing valuable insights into the hydrological dynamics of the region. Additionally, the study constructs and simulates a Bayesian network model for flood and drought management based on the observed wetness-dryness patterns.

New hydrological insights for the region

The findings of this study reveal several noteworthy insights. Firstly, there is no significant trend in rainfall in the all three reaches, but periodic cycles of 5 years, 4 years, and 16 years are identified. Secondly, the probability of asynchronous wetness-dryness encounters is higher than synchronous encounters, with annual asynchronous probabilities of 54.46 %, 80.65 %, and 62.9 % in the upper, middle, and lower reaches, respectively. Thirdly, the overall probability of synchronous wetness-dryness encounters is relatively low, with concurrent dryness having the highest probability. Lastly, the study indicates an overall 50 % probability of floods and droughts in the Yellow River. The simulation results further highlight a 91 % probability of floods during wet years and an equal probability of droughts during dry years. These findings contribute to a theoretical foundation for optimizing and allocating water resources in the Yellow River Basin.
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来源期刊
Journal of Hydrology-Regional Studies
Journal of Hydrology-Regional Studies Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.70
自引率
8.50%
发文量
284
审稿时长
60 days
期刊介绍: Journal of Hydrology: Regional Studies publishes original research papers enhancing the science of hydrology and aiming at region-specific problems, past and future conditions, analysis, review and solutions. The journal particularly welcomes research papers that deliver new insights into region-specific hydrological processes and responses to changing conditions, as well as contributions that incorporate interdisciplinarity and translational science.
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