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Minding the geotechnical data gap: appraisal of the variability of key soil parameters for slope stability modelling in Saint Lucia

机译:留意岩土数据的差距:评估圣卢西亚边坡稳定性模型的关键土壤参数的变异性

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Identification of failure thresholds and critical uncertainties associated with slope stability often requires the specification of geotechnical parameter values for input into a physically-based model. The variation of these parameters (including mechanical soil properties such as effective friction angle and cohesion) can have a significant impact on the computed factor of safety. These uncertainties arise from natural variations in soils, measurement techniques, and lack of reliable information. Researchers may use statistical analysis coupled with numerical simulation to determine possible ranges of slope factors of safety and the relative influence of geotechnical and other parameters, such as topsoil depth and rainfall. This study investigates the variation of geotechnical parameters observed on the island of Saint Lucia in the Eastern Caribbean. A database of particle size distributions, in-situ moisture contents, Atterberg and direct shear box test results is compiled from 91 samples of tropical soils in Saint Lucia. A study of various probability distributions shows that the Weibull distribution may be favoured for the effective friction angle of the Saint Lucian soils considered based on the Akaike information criterion, employed as an estimator of the relative quality of statistical models dealing with the trade-off between goodness-of-fit and simplicity of the model.
机译:识别故障阈值和与边坡稳定性相关的关键不确定性通常需要指定岩土工程参数值,以输入到基于物理的模型中。这些参数的变化(包括机械土壤特性,例如有效的摩擦角和内聚力)可能对计算得出的安全系数产生重大影响。这些不确定性来自土壤的自然变化,测量技术和缺乏可靠的信息。研究人员可以将统计分析与数值模拟结合使用,以确定安全性边坡因子的可能范围以及岩土工程和其他参数(例如表土深度和降雨)的相对影响。这项研究调查了东加勒比海圣卢西亚岛上观测到的岩土参数的变化。从圣卢西亚的91个热带土壤样本中收集了一个粒度分布,原位含水量,阿特伯格和直接剪切箱测试结果的数据库。对各种概率分布的研究表明,基于Akaike信息标准考虑的圣卢西亚土的有效摩擦角可能更倾向于使用Weibull分布,该标准用作估计处理权衡之间的权衡的统计模型的相对质量拟合优度和模型的简单性。

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