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Prediction of Mountain Road Closure Due to Rainfall-Induced Landslides

机译:降雨诱发的滑坡导致山路封闭的预测

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The implementation of landslide probability analysis was undertaken in order to evaluate the impact of landsliding on closures of major mountain road networks in Guoshin Township in central Taiwan. To achieve this objective, an event-based landslide probability analysis method was adopted to establish a landslide prediction model using a set of training data from the landslides triggered by Typhoon Mindulle in July 2004. Landslide causative factors and triggering factors were selected in a logistic regression scheme so that the criteria for successfully distinguishing landslides from non-landslides were established. Landslide occurrence probability was mapped in the whole study area as well as along the road route. Locations of high potential for landslide occurrence were thus highlighted along the road route and were proposed for road closure during typhoon events. At last, the proposed locations for road closure were validated by historical road closures caused by subsequent typhoons after Typhoon Mindulle. Validation results show that the proposed model could be used in predicting road closures due to storm-induced landslides.
机译:为了评估滑坡对台湾中部国新乡主要山路网封闭的影响,进行了滑坡概率分析。为实现这一目标,采用了基于事件的滑坡概率分析方法,利用2004年7月台风民都勒引发的滑坡的一组训练数据建立滑坡预测模型。在logistic回归中选择了滑坡的成因和触发因素方案,从而建立了成功地区分滑坡和非滑坡的标准。绘制了整个研究区域以及沿道路滑坡的发生概率。因此,沿公路突出了很可能发生滑坡的地点,并建议在台风事件期间封堵道路。最后,拟议的封路地点得到了台风“敏德勒”之后台风造成的历史封路的确认。验证结果表明,该模型可用于预测暴风雨诱发的滑坡造成的道路封闭。

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