基于水文过程的震后泥石流降雨阈值模型研究

    Study on rainfall threshold model of post-seismic debris flows based on hydrological processes

    • 摘要: 强震易诱发同震堆积体,在后续强降雨条件下极易转换为泥石流,危及生命财产安全。降雨是震后泥石流的主要诱因,构建准确有效的降雨阈值模型意义重大。目前震后泥石流降雨阈值多采用降雨强度-降雨历时(I-D)经验模型,误判率较高。为克服这一问题,以泸定震区泥石流易发小流域——磨岗岭流域为研究对象,基于气象水文原位监测建立震后泥石流数据库,引入绝对能量(Absolute Energy,AE)的概念,对传统的I-D模型进行了改进。针对超强水动力条件在震后泥石流诱发中的关键作用,利用HEC-HMS水文模型,模拟不同降雨条件下磨岗岭流域的水文过程,构建了基于水文过程的震后泥石流降雨阈值模型。计算结果表明:对比传统的I-D模型,新构建的降雨阈值模型准确率显著提高,误判率均低于I-D模型。同时,分析发现改进的降雨阈值模型(CR-AE)在短时强降雨和低强度长时降雨情况下存在漏判。为降低漏判率,在保持误判率不变的前提下,增加了AE和D作为补充判断条件,以提升对这类降雨事件的识别能力。研究成果可为震后泥石流风险评价提供参考。

       

      Abstract: Strong earthquakes can easily trigger co-seismic debris accumulation, which, under subsequent heavy rainfall conditions, can easily transform into debris flows, posing a significant risk to life and property safety.Rainfall is the main trigger for post-earthquake debris flows, and constructing an accurate and effective rainfall threshold model is of great importance.Currently, post-earthquake debris flow rainfall thresholds often rely on the rainfall intensity-duration (I-D) empirical model, which has a relatively high misjudgment rate.To address this issue, the study focuses on a small watershed prone to debris flow in the Luding earthquake zone, specifically the Mogangling watershed.Using meteorological and hydrological in-situ monitoring data, a post-earthquake debris flow database is established.The concept of Absolute Energy (AE) is introduced to improve the traditional I-D model.Considering the key role of extreme hydrodynamic conditions in triggering post-earthquake debris flows, the study utilizes a HEC-HMS hydrological model to simulate the hydrological processes in the Mogangling watershed under different rainfall conditions, constructing a rainfall threshold model based on hydrological processes.The calculation results indicate that compared to the traditional I-D model, the newly constructed rainfall threshold model significantly improves accuracy, with a misjudgment rate lower than of the I-D model.Meanwhile, it is found that the improved rainfall threshold model (CR-AE) exhibits misjudgments in the cases of short-duration heavy rainfall and low-intensity long-duration rainfall.To reduce the misjudgment rate, AE and D are added as supplementary judgment conditions while maintaining the misjudgment rate unchanged, thereby enhancing the model's ability to recognize these types of rainfall events.The results can provide a reference for post-earthquake debris flow risk assessment.

       

    /

    返回文章
    返回