Shallow Landslide Susceptibility Modeling Incorporating Rainfall Statistics: A Case Study from the Deokjeok-ri Watershed, South Korea

A. Pradhan, P. Tarolli, Hyo-sub Kang, Ji-Sung Lee, Yun-Tae Kim
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引用次数: 6

Abstract

A physically based slope stability model was applied to predict topographic and climatic control on shallow landslide initiation processes in mountainous terrain. We applied two simple hydrological models, coupled with the infinite slope stability analysis, to the July 2006 landslide event in Deokjeok-ri, South Korea. The rainfall predicted to cause instability in each topographic element is characterized by duration and frequency of occurrence. The incorporation of a rainfall frequency–duration relationship into assessment of landslide susceptibility provides a practical way to include climate information into estimation of the relative potential for shallow landsliding. A GIS-based landslide inventory map of 748 landslide locations was prepared using data from previous reports, aerial photographic interpretation, and extensive field work. This landslide inventory was used to document sites of instability and to provide a test of model performance by comparing observed landslide locations with model predictions. The area under curve of QD-SLaM was 0.79, which means that the overall accuracy of the landslide susceptibility is 79% and the prediction result is good.
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结合降雨统计的浅层滑坡敏感性模型:以韩国deokjek -ri流域为例
应用基于物理的边坡稳定性模型预测了地形和气候对山区浅层滑坡起滑过程的控制作用。我们对2006年7月发生在韩国德jeok-ri的滑坡事件应用了两个简单的水文模型,并结合了无限边坡稳定性分析。预计在每个地形要素中引起不稳定的降雨具有发生的持续时间和频率的特征。将降雨频率-持续时间关系纳入滑坡易感性评估提供了一种将气候信息纳入浅层滑坡相对潜力评估的实用方法。利用先前报告的数据、航空摄影解译和广泛的实地工作,编制了基于gis的748个滑坡位置的滑坡清单图。该滑坡清单用于记录不稳定地点,并通过比较观察到的滑坡位置与模型预测提供模型性能测试。QD-SLaM曲线下面积为0.79,表明滑坡易感性总体精度为79%,预测效果较好。
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