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Characteristics of Landslides Induced by the 25 April 2015 M7.8 Nepal Earthquake

机译:2015年4月25日M7.8尼泊尔地震诱导山体滑坡特征

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The Mw 7.8 earthquake which struck the central part of Nepal on 25 April 2015 was the most devastating event since the Mw 8.0 Nepal-Bihar earthquake in 1934. Numerous landslides were triggered and these landslides were systematically mapped by various agencies using a combination of remote sensing, ground observations, and field reports. The purpose of this study is to characterize the distributions of large landslides induced by the main shock in relation to their predisposing parameters (i.e., slope angle, aspect, elevation, curvature, openness, and topographic position) as well as triggering factors. A study area was defined to encompass the majority of the slope failures. Instead of ground acceleration, a combination of source-to-site distances (i.e., epicentral and fault-line distances) as well as surficial soil lithology were used as proxies to examine the effects of seismic-induced ground motion on landslide initiation in this study. A weighted landslide concentration was used to quantify the distribution of landslides within soil lithological groups. It was observed that valley-sitting slopes facing southeast within elevations of 1600 to 2400 m had the highest landslide concentrations. The majority of the landslides were located within 80 to 100 km of the fault trace. Curvature, along with topographic openness and position analyses revealed that the articulated slopes situated on valleys were most prone to failure. A multivariate analysis using principal component analysis, parallel analysis, and binomial logistic regression was used to generate a landslide probability model while avoiding multicollinearity issues. Accuracy of the results was verified by a high area value under the receiver-operator-characteristic curve.
机译:MW 7.8地震袭击了尼泊尔尼泊尔的中心部分,自1934年4月25日以来是MW 8.0尼泊尔 - 比哈尔地震以来最具毁灭性的事件。触发了许多山体滑坡,并使用遥感的组合系统地被各机构系统地映射了这些山体滑坡,地面观察和现场报告。本研究的目的是表征由主要冲击诱导的大型滑坡的分布,其与其易感性参数(即斜坡角度,方面,仰卧,曲率,开放性和地形位置)以及触发因子。定义了一个研究区,以包括大部分坡度故障。代替地面加速,源对现场距离(即,震中和故障线距离)以及表层土地岩性的组合用作代理,以检查地震诱导的地面运动对本研究中的山体滑坡起始的影响。加权滑坡浓度用于量化土壤岩性群体内滑坡的分布。观察到,在1600至2400米的仰角内面向东南部面向东南的山谷斜坡具有最高的滑坡浓度。大多数山体滑坡位于故障跟踪的80到100千米范围内。曲率以及地形开放性和位置分析显示,位于谷上的铰接斜率最容易发生。使用主成分分析,并行分析和二项式逻辑回归的多变量分析用于在避免多色性问题的同时产生滑坡概率模型。通过接收器 - 操作员特征曲线下的高区域值验证了结果的准确性。

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