中国蒋家沟前降雨量与泥石流发生概率的函数关系研究

Shaojie Zhang, Xiaohu Lei, Hongjuan Yang, Kaiheng Hu, Juan Ma, Dunlong Liu, Fanqiang Wei
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引用次数: 0

摘要

摘要前期有效降水量(AEP)越大,表明后续降雨引发泥石流(Pdf)的概率越高。围绕这一定性结论可以提出的科学问题包括:它们遵循什么样的变化规律以及是否存在边界限制。为了回答这些问题,我们选择了中国云南东川蒋家沟作为研究区域,采用数值计算、降雨情景模拟和蒙特卡罗积分法计算了不同 AEP 条件下泥石流的发生概率,并推导出 Pdf 与 AEP 之间的函数关系。Pdf 与 AEP 之间的关系可以用片断函数来量化。即使 AEP 达到 85 毫米,Pdf 也等于 15.88%,这表明与降雨频率相比,泥石流的自然概率极小。为验证函数关系的合理性,收集了 1094 次降雨事件和 37 次历史泥石流事件的数据。结果表明,片断函数与观测结果高度相关。我们的研究证实了定性描述 AEP 与 Pdf 关系的正确性,明确了泥石流与降雨频率相比属于小概率事件,并定量揭示了泥石流发生概率随 AEP 的演变规律。以上发现为泥石流的预警提供了明确的参考。
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Investigation of the functional relationship between antecedent rainfall and the probability of debris flow occurrence in Jiangjia Gully, China
Abstract. A larger antecedent effective precipitation (AEP) indicates a higher probability of a debris flow (Pdf) being triggered by subsequent rainfall. Scientific topics surrounding this qualitative conclusion that can be raised include what kinds of variation rules they follow and whether there is a boundary limit. To answer these questions, Jiangjia Gully in Dongchuan, Yunnan Province, China, is chosen as the study area, and numerical calculation, a rainfall scenario simulation, and the Monte Carlo integration method have been used to calculate the occurrence probability of debris flow under different AEP conditions and derive the functional relationship between Pdf and AEP. The relationship between Pdf and AEP can be quantified by a piecewise function. Pdf is equal to 15.88 %, even when AEP reaches 85 mm, indicating that debris flow by nature has an extremely small probability compared to the rainfall frequency. Data from 1094 rainfall events and 37 historical debris flow events are collected to verify the reasonability of the functional relationship. The results indicate that the piecewise functions are highly correlated with the observation results. Our study confirms the correctness of the qualitative description of the relationship between AEP and Pdf, clarifies that debris flow is a small-probability event compared to rainfall frequency, and quantitatively reveals the evolution law of debris flow occurrence probability with AEP. All the above discoveries can provide a clear reference for the early warning of debris flows.
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