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Spatially-Distributed Modelling of Rainfall-Induced Landslides: An Approach Based on Unsaturated Soil Plasticity

机译:降雨诱发滑坡的空间分布建模:一种基于非饱和土壤可塑性的方法

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摘要

Rainfall-induced landslides are among the most recurrent hazards around the world. Their spatial and temporal frequency poses considerable risk in urban areas, thus requiring the development of spatially-distributed models to assess the susceptibility to such events. Such methodologies usually rely on a Mohr-Coulumb criterion to define slope-failure thresholds, regardless of the complex variability of soil failure mechanisms well-known in the geotechnical literature.;This thesis focuses on the use of physically-based models for the assessment of landslide susceptibility at regional scale. In particular, emphasis is given to novel principles of unsaturated soil mechanics and plasticity theory. The objective is to establish a modelling framework for the simultaneous assessment of two types of rainfall-induced landslides: frictional slips of low mobility and liquefaction-induced flowslides. For this purpose, a methodology is proposed to express the onset of failure by introducing the concept of the instability modulus, i.e. a constitutive index able to reflect the role of hydromechanical constraints. A constitutive model for unsaturated soils based on a non-associated flow rule, density-dependent hardening and suction-dependent yielding is presented. To address the problem of rainfall-induced shallow landslides, closed-form expressions of safety factors for unsaturated shallow slopes are then derived by incorporating such thresholds into the kinematics of an infinite slope. The model parameters are then calibrated from laboratory experiments, and the performance of the safety factors is tested against a series of highly-instrumented flume experiments. Potential uses of the theory are outlined, such as the real-time assessment of the margin of safety through monitoring data and the derivation of stability charts.;Hydrological analyses are performed through the implementation of a fully-coupled, nonlinear finite element program. A complete description of its implementation is presented. The code has been validated against available analytical solutions and it has the ability to simulate feedbacks between transient infiltration and plastic deformation processes. Simulations are performed to model the infiltration patterns measured in highly-instrumented flume experiments demonstrating a good agreement with the experimental data.;Lastly, the model is applied to a series of landslides occurred in 1998 in Campania (Italy). Input datasets, implementation procedures in a Geographic Information System (GIS), and analyses of the obtained results are described. The analyses provide spatial and temporal patterns of landslide initiation consistent with field evidences, in that they capture most of the affected landslide source areas and predict the temporal evolution of instabilities in agreement with reported failure times. The performance of the model is discussed, focusing on the evolution of indices quantifying the success and error of the predictions. It is shown that the proposed model provided improved performance metrics when compared to existing models, thus suggesting that principles of unsaturated soil mechanics can be effectively used to augment current methodologies.
机译:降雨引起的滑坡是世界上最经常发生的灾害之一。它们的时空频率在城市地区构成相当大的风险,因此需要开发空间分布模型来评估此类事件的易感性。这种方法学通常依赖于Mohr-Coulumb准则来定义边坡破坏阈值,而与土力工程文献中众所周知的土壤破坏机制的复杂变异性无关。本论文着重于使用基于物理的模型来评估滑坡。区域范围内的滑坡敏感性。特别是,重点放在非饱和土力学和塑性理论的新原理上。目的是建立一个模型框架,用于同时评估两种类型的降雨引起的滑坡:低流动性的摩擦滑移和液化引起的滑坡。为此目的,提出了一种方法,该方法通过引入不稳定性模量的概念来表达失效的开始,该不稳定性模量即能够反映流体力学约束作用的本构指标。提出了一种基于非关联流规则,密度依赖的硬化和吸力依赖的屈服的非饱和土本构模型。为了解决降雨引起的浅层滑坡的问题,然后通过将这些阈值合并到无限边坡的运动学中,得出非饱和浅层斜坡安全系数的闭式表达式。然后,通过实验室实验对模型参数进行校准,并针对一系列高度仪器化的水槽实验对安全系数的性能进行测试。概述了该理论的潜在用途,例如通过监视数据实时评估安全裕度和推导稳定性图。通过完全耦合的非线性有限元程序的实施来进行水力分析。给出了其实现的完整描述。该代码已针对可用的分析解决方案进行了验证,并且能够模拟瞬态渗透和塑性变形过程之间的反馈。进行了模拟,以模拟在高度仪器化的水槽实验中测得的入渗模式,与实验数据很好地吻合。最后,该模型被应用于1998年在意大利坎帕尼亚发生的一系列滑坡。描述了输入数据集,地理信息系统(GIS)中的实现过程以及对获得结果的分析。这些分析提供了与实地证据一致的滑坡起伏的时空格局,因为它们捕获了大多数受影响的滑坡源区,并根据报告的破坏时间预测了不稳定性的时间演变。讨论了模型的性能,重点是量化预测成功与否的指标的演变。结果表明,与现有模型相比,所提出的模型提供了改进的性能指标,从而表明可以有效地利用非饱和土力学原理来扩充当前的方法。

著录项

  • 作者单位

    Northwestern University.;

  • 授予单位 Northwestern University.;
  • 学科 Geotechnology.;Civil engineering.;Geological engineering.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 171 p.
  • 总页数 171
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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