Uncertainty of the Soil-Water Characteristic Curve and Its Effects on Slope Seepage and Stability Analysis under Conditions of Rainfall Using the Markov Chain Monte Carlo Method

被引:26
|
作者
Liu, Weiping [1 ]
Luo, Xiaoyan [1 ,2 ]
Huang, Faming [1 ]
Fu, Mingfu [1 ,3 ]
机构
[1] Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Jiangxi, Peoples R China
[2] Jiangxi Sci & Technol Normal Univ, Sch Civil Engn & Architecture, Nanchang 330013, Jiangxi, Peoples R China
[3] Nanchang Inst Technol, Sch Civil Engn & Architecture, Nanchang 330099, Jiangxi, Peoples R China
来源
WATER | 2017年 / 9卷 / 10期
关键词
soil-water characteristic curve; unsaturated soil; Bayesian approach; Markov chain Monte Carlo method; confidence interval; HYDRAULIC-PROPERTIES; SHALLOW LANDSLIDES; SIZE DISTRIBUTION; DRY DENSITY; RELIABILITY; PARAMETERS; FAILURE; MODEL; SIMULATION; EQUATION;
D O I
10.3390/w9100758
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
It is important to determine the soil-water characteristic curve (SWCC) for analyzing slope seepage and stability under the conditions of rainfall. However, SWCCs exhibit high uncertainty because of complex influencing factors, which has not been previously considered in slope seepage and stability analysis under conditions of rainfall. This study aimed to evaluate the uncertainty of the SWCC and its effects on the seepage and stability analysis of an unsaturated soil slope under conditions of rainfall. The SWCC model parameters were treated as random variables. An uncertainty evaluation of the parameters was conducted based on the Bayesian approach and the Markov chain Monte Carlo (MCMC) method. Observed data from granite residual soil were used to test the uncertainty of the SWCC. Then, different confidence intervals for the model parameters of the SWCC were constructed. The slope seepage and stability analysis under conditions of rainfall with the SWCC of different confidence intervals was investigated using finite element software (SEEP/W and SLOPE/W). The results demonstrated that SWCC uncertainty had significant effects on slope seepage and stability. In general, the larger the percentile value, the greater the reduction of negative pore-water pressure in the soil layer and the lower the safety factor of the slope. Uncertainties in the model parameters of the SWCC can lead to obvious errors in predicted pore-water pressure profiles and the estimated safety factor of the slope under conditions of rainfall.
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页数:17
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