TECHNICAL PAPERS
Jan 1, 2000

Probabilistic Slope Stability Analysis with Stochastic Soil Hydraulic Conductivity

Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 126, Issue 1

Abstract

The effects of stochastic hydraulic conductivity on the slope stability of an embankment dam are investigated using a combination of random field simulation, seepage analysis, and slope stability analysis. The hydraulic conductivity distribution is treated as a spatially stationary random field following a lognormal distribution. The turning band method is used to generate the spatial variability of the saturated hydraulic conductivity Ks in the domain. Different standard deviations of log hydraulic conductivity σlnKs are investigated. For each value of σlnKs, various realizations of hydraulic conductivity were generated and combined with a numerical model to simulate water flow in an earth dam with variable Ks. The first-order second-moment reliability index β was employed to characterize the influence of the variability of Ks, and hence, pore-water pressures, on the stability of the downstream slope. A linear relationship between σlnKs and the standard deviation of the factor of safety σF was obtained from the simulation results. A relationship between β and σlnKs, in which every 0.1 increment of σlnKs results in a decrease of 1.0 in β, is deduced based on the simulation results. Results of a Shapiro-Wilk test for goodness of fit indicate that the factor of safety can be assumed to be normally or lognormally distributed when the saturated hydraulic conductivity follows a lognormal distribution and σlnKs is small (≤0.5). When σlnKs is large (>0.5), neither normal nor lognormal distributions provide a reasonable approximation of the factor of safety. Simulation results show that neither standard deviation nor coefficient of variation of the factor of safety is constant when only the variability of hydraulic conductivity is considered. While the results presented are directly applicable only to the particular earth dam geometry and boundary conditions studied, the methodology is general and may be extended to embankments with different boundary conditions.

Get full access to this article

View all available purchase options and get full access to this article.

References

1.
Alonso, E. E. (1976). “Risk analysis of slope and its application to slopes in Canadian sensitive clays.” Géotechnique, London, 26(3), 453–472.
2.
Anderson, L. R., Bowles, D. S., Canfield, R. V., and Sharp, K. D. (1982). “Probability modeling of tailing embankment designs.” U.S. Bureau of Mines Res. Rep., Contract No. J 0295029, Utah State University, Logan, Utah.
3.
Bergado, D. T., and Anderson, L. R. (1985). “Stochastic analysis of pore pressure uncertainty for the probabilistic assessment of the safety of earth slopes.” Soils and Found., Tokyo, 25(2), 87–105.
4.
Bishop, A. W. (1955). “The use of the slip circle in the stability analysis of slope.” Géotechnique, London, 5(1), 7–17.
5.
Carsel, R. F., and Parrish, R. S. (1988). “Developing joint probability distributions of soil water retention characteristics.” Water Resour. Res., 24(5), 755–769.
6.
Christian, J. T., Ladd, C. C., and Baecher, G. B. (1994). “Reliability applied to slope stability analysis.”J. Geotech. Engrg., ASCE, 120(12), 2180–2207.
7.
Christian, J. T., Ladd, C. C., and Baecher, G. B. (1996). “Closure to `Reliability applied to slope stability analysis.' ”J. Geotech. Engrg., ASCE, 122(5), 417–418.
8.
Crawford, C. B., Fannin, R. J., and Kern, C. B. (1995). “Embankment failure at Vernon, British Columbia.” Can. Geotech. J., Ottawa, 32, 271–284.
9.
Crum, D. (1996). “Discussion of `Reliability applied to slope stability analysis,' by J. T. Christian, C. L. Ladd, and G. B. Baecher.”J. Geotech. Engrg., ASCE, 122(5), 417.
10.
DeGroot, D. J., and Baecher, G. B. (1993). “Estimating autocovariance of in-situ soil properties.”J. Geotech. Engrg., ASCE, 119(1), 147–166.
11.
Duncan, J. M. (1996). “State of the art: Limit equilibrium and finite-element analysis of slopes.”J. Geotech. Engrg., ASCE, 122(7), 577–596.
12.
Fenton, G. A., and Griffiths, D. V. (1996). “Statistics of free surface flow through stochastic earth dam.”J. Geotech. Engrg., ASCE, 121(6), 427–436.
13.
Freeze, R. A. (1975). “A stochastic-conceptual analysis of one-dimensional groundwater flow in nonuniform homogeneous media.” Water Resour. Res., 11(5), 725–741.
14.
Griffiths, D. V., and Fenton, G. A. (1993). “Seepage beneath water retaining structures founded on spatially random soil.” Géotechnique, London, 43(4), 577–587.
15.
Hasofer, A. M., and Lind, N. C. (1974). “Exact and invariant second moment code format.”J. Engrg. Mech. Div., ASCE, 100(1), 111–121.
16.
Helwig, J. T., and Council, K. A. (1979). SAS user's guide, 1979 edition. SAS Institute, Inc., Raleigh, N.C.
17.
Hoeksema, R. J., and Kitanidis, P. K. (1985). “Analysis of the spatial structure of properties of selected aquifers.” Water Resour. Res., 21(4), 563–572.
18.
Kawamura, K. (1990). “Discussion of `Procedure of slope failure prediction during rainfall based on the back analysis of actual case records.' by H. Suzuki and M. Matsuo.” Soils and Found., Tokyo, 30(2), 134–135.
19.
Krahn, J., Lam, L., and Fredlund, D. G. ( 1996). “The use of finite element computed pore-water pressures in a slope stability analysis.” Landslides, 1272–1282, Senneset, ed., Balkema, Rotterdam, The Netherlands.
20.
Kulhawy, F. H., Roth, M. J. S., and Grigoriu, M. D. (1991). “Some statistical evaluations of geotechnical properties.” Proc., 6th ICASP, CERRA, Mexico, 705–712.
21.
Li, K. S., and Lumb, P. (1987). “Probabilistic design of slopes.” Can. Geotech. J., Ottawa, 24, 520–535.
22.
Lumb, P. (1966). “The variability of natural soils.” Can. Geotech. J., Ottawa, 3, 74–97.
23.
Mantoglou, A., and Wilson, J. L. (1982). “The turning bands methods for simulation of random fields using line generation by a spectral method.” Water Resour. Res., 18(5), 1379–1394.
24.
Matsuo, M., and Kuroda, K. (1974). “Probability approach to design of embankments.” Soils and Found., Tokyo, 14(2), 1–17.
25.
Nguyen, V. U., and Chowdhury, R. N. (1985). “Simulation for risk analysis with correlated variables.” Géotechnique, London, 35(1), 47–58.
26.
Oka, Y., and Wu, T. H. (1990). “System reliability of slope stability.”J. Geotech. Engrg., ASCE, 116(8), 1185–1189.
27.
Peck, R. B. (1967). “Stability of natural slopes.”J. Soil Mech. and Found. Div., ASCE, 93(4), 403–417.
28.
Simunek, J., Vogel, T., and van Genuchten, M. T. (1994). “The SWMS _2D code for simulating water flow and solute transport in two-dimensional variably saturated media.” Res. Rep. No. 132, U.S. Salinity Lab., Agric. Res. Service, USDA, Riverside, Calif.
29.
Soulie, M., Montes, P., and Silvestri, V. (1990). “Modelling spatial variability of soil parameters.” Can. Geotech. J., Ottawa, 27, 617–630.
30.
Sudicky, E. A. (1986). “A natural gradient experiment on solute transport in a sand aquifer: Spatial variability of hydraulic conductivity and its role in the dispersion process.” Water Resour. Res., 22(13), 2069–2083.
31.
Tobutt, D. C. (1982). “Monte Carlo simulation methods for slope stability.” Comp. and Geoscience, 8(2), 199–208.
32.
van Genuchten, M. T. (1980). “A closed-form equation for predicting the hydraulic conductivity of unsaturated soils.” Soil Sci. Soc. Am. Proc., 44, 892–898.
33.
Vanmarcke, E. H. (1977a). “Probability modeling of soil profiles.”J. Geotech. Engrg. Div., ASCE, 103(11), 1227–1246.
34.
Vanmarcke, E. H. (1977b). “Reliability of earth slopes.”J. Geotech. Engrg. Div., ASCE, 103(11), 1247–1265.
35.
Whitman, R. V. (1984). “Evaluating calculated risk in geotechnical engineering.”J. Geotech. Engrg., ASCE, 110(2), 143–188.
36.
Whittlestone, A. P., Johnson, J. D., Rogers, M. E., and Pine, R. J. (1995). “Probabilistic analysis of slope stability.” Trans., Sec. B, Appl. Earth Sci., 104(A), 19–24.
37.
Wolff, T. F. (1995). “Evaluating the reliability of existing levees.” Tech. Rep. GL-96 _XX, U.S. Army Corps of Engineers Waterways Experiment Station, Vicksburg, Miss.
38.
Wu, T. H., Tang, W. H., and Einstein, H. H. (1996). “Landslide hazard and risk assessment.” Landslides investigation and mitigation, Spec. Rep. 247, Transportation Research Board, National Research Council, Washington, D.C., 106–118.
39.
Yang, J., Zhang, R., Wu, J., and Allen, M. B. (1996). “Stochastic analysis of adsorbing solute transport in two-dimensional unsaturated soils.” Water Resour. Res., 32(9), 2747–2756.

Information & Authors

Information

Published In

Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 126Issue 1January 2000
Pages: 1 - 9

History

Received: Dec 12, 1997
Published online: Jan 1, 2000
Published in print: Jan 2000

Permissions

Request permissions for this article.

Authors

Affiliations

Dept. of Renewable Resour., Univ. of Wyoming, Laramie, WY 82071-3354.
Dept. of Renewable Resour., Univ. of Wyoming, Laramie, WY.
Dept. of Civ. and Arch. Engrg., Univ. of Wyoming, Laramie, WY.
Dept. of Renewable Resour., Univ. of Wyoming, Laramie, WY.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share