Risk assessment of soil slope failure considering copula-based rotated anisotropy random fields. (August 2021)
- Record Type:
- Journal Article
- Title:
- Risk assessment of soil slope failure considering copula-based rotated anisotropy random fields. (August 2021)
- Main Title:
- Risk assessment of soil slope failure considering copula-based rotated anisotropy random fields
- Authors:
- Ng, Charles W.W.
Qu, Chuanxiang
Cheung, Raymond W.M.
Guo, Haowen
Ni, Junjun
Chen, Yanbo
Zhang, Shuai - Abstract:
- Abstract: 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 cohesive-frictional slope, the slope with the highest risk of failure occurs at a rotational angle β = 150°. The corresponding soil deposition orientation (30°) is slightly smaller than the slope inclination (45°), independent of copula types. Additionally, when a slope fails, it can be found that the Gaussian copula corresponds to the largest sliding volume forAbstract: 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 cohesive-frictional slope, the slope with the highest risk of failure occurs at a rotational angle β = 150°. The corresponding soil deposition orientation (30°) is slightly smaller than the slope inclination (45°), 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. … (more)
- Is Part Of:
- Computers and geotechnics. Volume 136(2021)
- Journal:
- Computers and geotechnics
- Issue:
- Volume 136(2021)
- Issue Display:
- Volume 136, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 136
- Issue:
- 2021
- Issue Sort Value:
- 2021-0136-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-08
- Subjects:
- Slope stability -- Risk assessment -- Rotated anisotropy -- Copula theory -- Spatial variability
Engineering geology -- Data processing -- Periodicals
Soil mechanics -- Data processing -- Periodicals
Rock mechanics -- Data processing -- Periodicals
624.1510285 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0266352X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compgeo.2021.104252 ↗
- Languages:
- English
- ISSNs:
- 0266-352X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.696000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 17230.xml