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Risk assessment of soil slope failure considering copula-based rotated anisotropy random fields

机译:考虑基于Copula的旋转各向异性随机田的土壤斜坡破坏风险评估

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摘要

In natural slopes, apart from isotropic and transversely anisotropic soil fabric, rotated anisotropic soil fabric is also commonly observed due to deposition and weathering. Previous studies mainly focused on the effects of copula selection on transversely anisotropic soil slope stability. However, the influence of copula selection on rotated anisotropically deposited soil slope stability is still not clear. This study develops a new method to generate copula-based rotated anisotropy random fields for characterizing the spatial variability of soil properties. The index associated with the failure probability and consequence is employed to assess the risk of failure of two cohesive-frictional slopes in spatially variable soils (i.e., a single- and a two-layer slope). The results reveal that the commonly-used Gaussian copula may underestimate the risk of failure of both the single- and two-layer slopes at any soil deposition orientation. The risk of slope failure calculated by four candidate copulas shows a great difference. This difference is mainly affected by slope failure probability. For a single-layer cohesivefrictional slope, the slope with the highest risk of failure occurs at a rotational angle beta = 150 degrees. The corresponding soil deposition orientation (30 degrees) is slightly smaller than the slope inclination (45 degrees), independent of copula types. Additionally, when a slope fails, it can be found that the Gaussian copula corresponds to the largest sliding volume for some combination anisotropy cases, which is in reverse to the failure probability. Therefore, for a cohesive-frictional slope, it is suggested to consider both failure probability and failure consequence to assess the potential slope failure risk. Furthermore, the No.16 copula can give a more conservative risk assessment when dependence structure between cohesion and friction angle is uncertain.
机译:在天然斜坡中,除了各向同性和横向各向异性的土壤织物之外,由于沉积和耐候,也通常观察到旋转各向异性土壤织物。以前的研究主要集中在拷贝中选择对横向各向异性土壤边坡稳定性的影响。然而,Copula选择对旋转的各向异性沉积的土边坡稳定性的影响仍未清楚。该研究开发了一种新方法,用于产生基于植物的旋转各向异性随机性场,以表征土壤性质的空间变异性。与失效概率和后果相关的指数用于评估空间可变土壤中的两个粘性摩擦斜率(即单层斜率)的两个粘性摩擦斜率的风险。结果表明,普通使用的高斯谱系可能低估在任何土壤沉积取向下单层和两层斜率失效的风险。四个候选金属蛋白计算的坡度故障的风险显示出很大的差异。这种差异主要受斜坡故障概率的影响。对于单层粘结覆盖斜率,在旋转角度β= 150度下发生具有最高失败风险的斜率。相应的土壤沉积取向(30度)略小于斜坡倾斜度(45度),与Copula类型无关。另外,当斜率发生故障时,可以发现高斯谱图对应于某些组合各向异性壳体的最大滑动量,这与故障概率相反。因此,对于粘性摩擦斜率,建议考虑故障概率和失败后果,以评估潜在的斜坡故障风险。此外,当内聚力和摩擦角之间的依赖性结构不确定时,No.16 Copula可以给出更保守的风险评估。

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