喀斯特流域富贫径流输沙联合概率分析

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES Water Resources Research Pub Date : 2024-12-29 DOI:10.1029/2024wr038300
Jiayin Yao, Xingxiu Yu, Zhenwei Li, Shilei Peng, Xianli Xu
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引用次数: 0

摘要

中国西南地区是世界上最大的连续喀斯特景观区之一,由于极端气候频繁、水文地质特殊、土壤浅层不连续、地形陡峭、土地利用不当等原因,水土流失严重。此外,近几十年来水坝的建设使径流和输沙量之间的关系变得越来越复杂。但是,径流-输沙关系的联合概率分布和联合回归期仍不清楚。本研究的目的是利用二元copula函数对中国西南4个喀斯特流域的土壤侵蚀风险进行评估,研究年径流和沙量的富-贫组合的同步-非同步概率和回归期。结果表明:除柳江流域外,流域年径流量与输沙量呈显著正相关,流域年径流量与输沙量呈显著正相关。各流域年径流量和输沙量的最优边际分布和最优联结函数不尽相同。乌江流域年径流量和输沙量的同步和非同步概率接近于1:1。径流少而输沙多的组合,其非同步概率要高得多(r <;S)比多径流少输沙的组合(r >;5)在南盘江。因此,吴江和南盘江流域的土壤侵蚀风险可能更高。在历史时期,径流-泥沙联合回归期集中在5年以内。这些回归期可以为水利工程规模的设计提供数据参考,有助于今后更好地控制水土流失。该研究可为识别喀斯特地区径流与输沙多变量关系的非平稳性提供技术参考。
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Joint Probability Analysis of the Rich-Poor Runoff and Sediment Discharge in Karst Watersheds
As one of the largest contiguous karst landscapes in the world, southwest China has experienced severe soil erosion because of its frequent climate extremes, special hydrogeology, shallow and discontinuous soil, steep topography, and inappropriate land use. Furthermore, the construction of dams in recent decades has rendered the relationship between runoff and sediment discharge increasingly complex. However, the joint probability distributions and joint return periods of runoff-sediment discharge relationship are still not clear. The objective of this study was to investigate the synchronous-asynchronous probabilities and return periods of rich-poor combinations of annual runoff and sediment discharge using a bivariate copula function to assess the risk of soil erosion in four selected karst watersheds in southwest China. Results showed that sediment discharge has declined significantly in all watersheds except Liujiang, and annual runoff and sediment discharge were significantly positively correlated in all watersheds. The optimal marginal distribution and the best copula function of annual runoff and sediment discharge are not identical for each watershed. The synchronous and asynchronous probabilities of annual runoff and sediment discharge are close to 1:1 in the Wujiang watershed. The asynchronous probability is much higher for the combination of less runoff with more sediment discharge (r < s) than for the combination of more runoff with less sediment discharge (r > s) in Nanpanjiang. Therefore, the risk of soil erosion may be higher in the Wujiang and Nanpanjiang watersheds. The joint return periods of runoff-sediment discharge were concentrated in less than 5 years during the historical period. These return periods can provide data references for designing the scale of water resources projects and help in better soil erosion control in the future. This study could be a technical reference for identifying the non-stationarity of the multivariate relationship between runoff and sediment discharge in karst regions.
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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