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Bivariate Probabilistic Modelling of Hydro-Mechanical Properties of Vegetated Soils
Vegetation retains soil suction, which significantly affects the shear strength characteristics of soil and slope stability. However, because of uncertainties (heterogeneous root distribution, spatial variability) associated with vegetated soil, probabilistic analysis on the hydro-mechanical propert...
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Published in: | Advances in civil engineering materials 2017-01, Vol.6 (1), p.235-257 |
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Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | Vegetation retains soil suction, which significantly affects the shear strength characteristics of soil and slope stability. However, because of uncertainties (heterogeneous root distribution, spatial variability) associated with vegetated soil, probabilistic analysis on the hydro-mechanical properties of vegetated soil is a necessity. Moreover, mechanical (cohesion, c, angle of internal friction, ϕ) as well as hydrological properties (suction, ψ, water content, θw) are correlated in nature, and this has a significant effect on the reliability of geotechnical structures. However, these studies investigated the dependence structure of mechanical parameters only. The main objective of this study is to evaluate the dependence structure of both mechanical (c, ϕ) as well as hydrological (ψ, θw) parameters of homogeneously compacted vegetated soil on the basis of measured field data. This is done by using copula theory to map the copula density functions (copula probability distribution functions [PDFs]) of (c, ϕ) and (ψ, θw) to their respective marginal distributions (PDFs) in order to simulate their bivariate distributions. The novelty of this work further lies in analysis of time-dependent behavior of θw by generating its PDFs, utilizing the concept of average mutual information (AMI). Thus, the information attained in this study about the inherent behavior of hydro-mechanical parameters of soil can be further utilized to estimate the reliability of vegetated slopes under varying climatic conditions. |
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ISSN: | 2379-1357 2165-3984 |
DOI: | 10.1520/ACEM20160049 |