TECHNICAL PAPERS
Oct 20, 2010

Meta-Analysis of 301 Slope Failure Calculations. I: Database Description

This article has a reply.
VIEW THE REPLY
Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 137, Issue 5

Abstract

Since the early part of the twentieth century, two-dimensional limit equilibrium (2DLE) analysis has been the scientific community’s primary means of slope stability calculation. However, it is well established that the input parameters to 2DLE, namely, soil strength and anisotropy, slope geometry, pore water pressures, failure surface geometry, applicable correction factors, and loading conditions are all inherently uncertain. Effective modeling must account for these uncertainties statistically. Unfortunately, most of the key statistical parameters, such as the safety factor statistical distribution and standard deviation (sd), are unknown and must be estimated by the analyst. In response to this growing need for statistical information, a database was established from the literature of 157 different failed slopes and the corresponding published 301 safety factor (SF) calculations. The database, which covered more than five decades of slope stability research, also included a number of the slope stability factors, including analytical method used, stress approach (effective versus total), assumed slip surface geometry, slope type, applied correction factors, and soil Atterberg limits. A temporal analysis found no evidence that SF prediction or deviation had significantly changed. A log (base 10) normal distribution was found to adequately describe the SF data, with a (nontransformed) mean of 1.03 and a (transformed) sd of 0.087, but the pronounced curvature of the residuals indicated significant, unresolved slope factors, further investigated in the companion paper.

Get full access to this article

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

References

Adib, M. E. (2000). “Slope failure in weathered claystone and siltstone.” J. Geotech. Geoenviron. Eng., 126(9).
Arellano, D., and Stark, T. (2000). “Importance of three-dimensional slope stability analyses in practice.” Slope Stability 2000: Proc. of Sessions of Geo-Denver 2000, D. Griffiths, G. Fenton, and T. Martin, eds., 18–32.
Attewell, P., and Farmer, I. (1976). Princ. of Eng. Geology, Wiley, Hoboken, NJ, 645–651.
Azzouz, A. S., Baligh, M. M., and Ladd, C. C. (1981). “Three-dimensional stability analyses of four embankment failures.” Proc. of the Tenth Int. Conf. on Soil Mech. and Found. Eng., 3, 343–346.
Balasubramaniam, A., Sivandran, C., and Ho, Y. (1979). “Stability and settlement of embankments on soft Bangkok clay.” Proc. of the 3rd Int. Conf. on Num. Methods in Geomech, W. Wittke, ed., 4, 1373–1411.
Baum, R., and Fleming, R. (1991). “Use of longitudinal strain in identifying driving and resisting elements of landslides.” Geol. Soc. Am. Bull., 103, 1121–1132.
Baum, R. L., and Reid, M. E. (1995). “Geology, hydrology, and mechanics of a slow-moving, clay-rich landslide, Honolulu, Hawaii.” Clay and Shale Slope Instability: Boulder, Colorado, Geo. Soc. of Am. Rev. in Eng. Geology, W. C. Haneberg and S. A. Anderson, eds., Vol. 10, 79–105.
Benac, Č., Arbanas, Ž., Jurak, V., Oštrić, M., and Ožanić, N. (2005). “Complex landslide in the Rječina valley (Croatia): Origin and sliding mechanism.” Bull. Eng. Geol. Environ., 64, 361–371.
Bijmolt, T. H. A., and Pieters, R. J. M. (2001). “Meta-analysis in marketing when studies contain multiple measurements.” Mark. Lett., 12(2), 157–169.
Bjerrum, L. (1972). “Embankments on soft ground: State of the art report.” ASCE Specialty Conf. on Performance of Earth and Earth Supported Structures, 2, 1–54.
Bjerrum, L. (1973). “Problems of soil mechanics and construction of soft clays and structurally unstable soils (collapsible, expansive, and others).” State of the Art Rep., Proc. Eighth Int. Conf. Soil Mechanics and Found. Eng., 3, 111–160.
Bowders, J., and Lee, S. (1990). “Guide for selecting an appropriate method to analyze the stability of slopes on reclaimed surface mines.” Proc. 1990 Mining and Reclam. Conf. and Exhibition, 103–110.
Brand, E. W., and Krasaesin, P. (1970). “Investigation of an embankment failure in soft clay.” Bull. Int. Assoc. Eng. Geol., 1, 53–64.
Bressani, L., and Ridley, A. (1997). “A slope instability study of a sedimentary formation with swelling clay in Southern Brazil.” Proc. 14th Int. Conf. Soil Mech. and Found. Eng., 2, 1215–1216.
Budhu, M., and Gobin, R. (1995). “Seepage-induced slope failures on sandbars in Grand Canyon.” J. Geotech. Eng., 121(8), 601–609.
Burns, W. (1999). “Engineering geology and relative stability of the southern half of Newell Creek Canyon, Oregon City, OR.” M.Geo. thesis, Portland State Univ., Portland, OR.
Byrne, R., Kendall, J., and Brown, S. (1992). “Cause and mechanism of failure: Kettleman Hills Landfill B-19, Phase IA.” Proc. Stability and Performance of Slopes and Embankments, 2, 1188–1215.
Casagli, N., Dapporto, S., Ibsen, M. L., Tofani, V., and Vannocci, P. (2006). “Analysis of the landslide triggering mechanism during the storm of Nov. 20–21, 2000 in Northern Tuscany.” Landslides, 3, 13–21.
Chen, R. (1988). “A study on some engineering properties of lateritic soil.” Proc., Second Int. Conf. on Geomechanics in Tropical Soils. I, 1, Balkema, Rotterdam, Netherlands, 245–251.
Chen, Z., Morgenstern, N., and Chan, D. (1992). “Progressive failure of the Carsington Dam: A numerical study.” Can. Geotech. J., 29(6), 971–988.
Chen, Z., and Shao, C. (1988). “Evaluation of minimum factor of safety in slope stability analysis.” Can. Geotech. J., 25(4), 735–748.
Christian, J. T., Ladd, C. C., and Baecher, G. B. (1994). “Reliability applied to slope stability analysis.” J. Geotech. Eng., 120(12), 2180–2207.
Clark, J., DeSion, A., and Stepanek, M. (1971). “Landslides in urban areas.” Proc., Ninth Annual Eng. Geology and Soils Eng. Symp., 289–304.
Dascal, O., and Rournier, J. P. (1975). “Embankment on soft and sensitive clay foundation.” J. Geotech. Eng., 101(3), 297–314.
Dascal, O., Tournier, J. P., Tavenas, F., and La Rochelle, P. (1972). “Failure of a test embankment on sensitive clay.” ASCE Specialty Conf. on Performance of Earth and Earth Supported Structures, 1(1), 129–158.
Day, R. W. (1996). “Failure of Desert View Drive embankment.” J. Perform. Constr. Facil., 10(1), 11–14.
Duncan, J. M., and Wright, S. G. (2005). Soil strength and slope stability, Wiley, Hoboken, NJ.
Duncan, J. M., Wright, S. G., and Wong, K. S. (1990). “Slope stability during rapid drawdown.” Proc. H. Bolton Seed Memorial Symp., 2, 253–272.
Eden, W., and Mitchell, R. (1973). “Landslides in sensitive marine clay in eastern Canada.” Highway Res. Rec., 463, 18–27.
Edil, T. B., and Vallejo, L. E. (1977). “Shoreline erosion and landslides in the Great Lakes.” Proc. Ninth Int. Conf. on Soil Mech. and Found. Eng., 2, 51–57.
Eide, O., and Holmberg, S. (1972). “Test fills to failure on soft Bangkok clay.” ASCE Spec. Conf. Perf. Earth and Earth Supported Structures, 1, 159–160.
Ferkh, Z., and Fell, R. (1994). “Design of embarkments on soft clay.” Proc. 13th Int. Conf. on Soil Mech. and Found. Eng., 2, 733–738.
Flaate, K., and Preber, T. (1974). “Stability of road embankments in soft clay.” Can. Geotech. J., 2(1), 72–88.
Fourie, A. B., Blight, G. E., and Papageorgiou, G. (2001). “Static liquefaction as a possible explanation for the Merriespruit tailings dam failure.” Can. Geotech. J., 38, 707–719.
Garga, V. K., and de la Torre, M. (2002). “Emergency remediation of instability at Caudalosa tailings dam, Peru: A case history.” Can. Geotech. J., 39, 1193–1200.
Hanzawa, H., Kishida, T., Fukasawa, T., and Suzuki, K. (2000). “Case studies on six earth structures constructed on soft clay deposits.” Proc. of the Int. Symp. Costal Geotech. Eng. in Practice, A. Nakase and T. Tsuchida, eds., 1, 287–290.
Haupt, R., and Olsen, J. (1972). “Case history—Embankment failure on soft varved silt.” Proc. Spec. Conf. Perf. of Earth and Earth Supported Structures, 1(1), 1–28.
Ho, C., Rodriguez-Marek, A., and Muhunthan, B. (1997). “Slope stability analysis application of a static discrete element method.” Proc., 14th Int. Conf. Soil Mech. and Found. Eng., 2, 1219–1222.
Horman, M. J., and Kenley, R. (2005). “Quantifying levels of wasted time in construction with meta-analysis.” J. Constr. Eng. Manage., 131(1), 52–61.
Huang, S. L., and Yamasaki, K. (1993). “Slope Failure Analysis Using Local Minimum Factor-of-Safety Approach.” J. Geotech. Eng., 119(12), 1974–1989.
Hughes, D. B., and Clarke, B. G. (2001). “The River Aire slope failure at the St. Aidans extension opencast coal site, West Yorkshire, UK.” Can. Geotech. J., 38, 239–259.
Iverson, R. M., Reid, M. E., and LaHusen, R. G. (1997). “Debris-flow mobilization from landslides.” Annu. Rev. Earth Planet Sci., 25, 85–138.
Kawamura, K., and Ogawa, R. (1997). “Slope failure in major tertiary mudstone zones.” Deformation and progressive failure in geomechanics, 701–706.
Kenney, T., and Drury, P. (1973). “Case record of the slope failure that initiated the retrogressive quick-clay landslide at Ullensaker, Norway.” Géotechnique, 23(1), 33–47.
Kjaernsli, B., and Simons, N. (1962). “Stability investigations of the north bank of the Drammen River.” Geotechnique, 12(2), 147–167.
Kwan, D. (1971). “Observations of the failure of a vertical cut in clay at Welland, Ontario.” Can. Geotech. J., 8(2), 283–298.
Lacasse, S., Ladd, C, and Barsvary, A. (1977). “Undrained behaviour of emankments on New Liskeard varved clay.” Can. Geotech. J., 14(3), 367–388.
Ladd, C. C. (1972). “Test embankment on sensitive clay.” Proc. of the Specialty Conf. on Performance of Earth and Earth Supported Structures, Purdue Univ., Lafayette, IN, 101–128.
Lade, P. (1993). “Initiation of static instability in the submarine Nerlerk berm.” Can. Geotech. J., 30(6), 895–904.
Lafleur, J., Silvestri, V., Asselin, R., and Soulie, M. (1988). “Behavior of a test excavation in soft Champlain Sea clay.” Can. Geotech. J., 23(4), 705–715.
La Rochelle et al. (1974). “Failure of a test embankment on a sensitive Champlain clay deposit.” Can. Geotech. J., 11(1), 142–164.
Leadbeater, A. D. (1985). “Snake Pass, remedial work to slip near Alport Bridge.” Failures in earthworks, Transport and Road Research Laboratory, London, 29–38.
Lee, S.-H., and Kim, H.-B. (2000). “A study to incorporate engineering probability techniques into deterministic slope stability methods.” KSCE J Civ. Eng., 4(3), 153–160.
Lefebvre, G. (1981). “Fourth Canadian Geotechnical Colloquium: Strength and slope stability in Canadian soft clay deposits.” Can. Geotech. J., 18(3), 420–442.
Lo, K., and Stermac, A. (1965). “Failure of an embankment founded on varved clay.” Can. Geotech. J., 2(3), 234–253.
Lydon, I., and Long, M. (2001). “Analysis of slope stability of an earth dam due to rapid drawdown effects.” Proc. 15th Int. Conf. Soil Mech. and Found. Eng., 3, 2139–2142.
Marsland, A., and Powell, J. (1977). “The behaviour of a trial bank constructed to failure on soft alluvium of the River Thames.” Int. Symp. on Soft Clay., Building Research Establishment, Watford, UK, 505–526.
Merifield, P. M. (1992). “Surficial slope failures in southern California hillside residential areas: Lessons from the 1978 and 1980 rainstorms.” Landslides/landslide mitigation: Boulder, Colorado, Geol. Society of Am. Rev. in Eng. Geol., J. E. Slosson, A. G. Keene, and J. A. Johnson, eds., 9, 11–22.
Mesri, G., and Abdel-Ghaffar, M. E. M. (1993). “Cohesion intercept in effective stress-stability analysis.” J. Geotech. Engrg. Div., 119(8), 1229–1249.
Mitchell, R., and Williams, D. (1981). “Induced failure of an instrumented clay slope.” Proc. Tenth Int. Conf. on Soil Mech. and Found. Eng., 3, 479–484.
Moore, P. J. (1970). “The factor of safety against undrained failure of slopes.” Soils Found., 10(3), 81–91.
Mostyn, G. R., and Small, J. C. (1987). “Methods of stability analysis.” Soil slope instability and stabilization, B. F. Walker, and R. Fell, eds., Balkema, Rotterdam, Netherlands, 71–120.
Nagarkar, P., Kulkarni, R., Kulkarni, M., and Kulkarni, D. (1981). “Failures of a monozone earth dam of expansive clay.” Proc. Tenth Int. Conf. Soil Mech. and Found. Eng., 3, 491–494.
Neuffer, D. P., and Schultz, R. A. (2006). “Mechanisms of slope failure on Valles Marineris, Mars.” Q. J. Eng. Geol. Hydrogeol., 39, 227–240.
Otoko, G. (1987). “A study of five embankment slope failures.” Proc. of the Ninth Regional Conf. for Africa on Soil Mech. and Found. Eng., J. Akinmusuru, S. Malomo, and E. Mesida, eds., 1, 363–370.
Parry, R. (1968). “Field and laboratory behavior of a lightly overconsolidated clay.” Géotechnique, 18, 151–171.
Pilot, G. (1972). “Study of five embankments on soft soils.” ASCE Specialty Conf. on Performance of Earth and Earth Supported Structures, 1(1), 81–99.
Pilot, G., Trak, B., and La Rochelle, P. (1982). “Effective stress analysis of the stability of embankments on soft soils.” Can. Geotech. J., 19(4), 433–450.
Rahardjo, H., Li, X. W., Toll, D. G., and Leong, E. C. (2001). “The effect of antecedent rainfall on slope stability.” Geotech. Geol. Eng., 19, 371–399, as reprinted in Unsaturated soil concepts and their application in geotechnical practice, D. G. Toll, ed., 371–399.
Ramalho-Ortigao, J., Werneck, L., and Lacerda, W. (1983). “Embankment failure on clay near Rio de Janeiro.” J. Geotech. Eng., 109(11), 1460–1479.
Rinaldi, M., Casagli, N., Dapporto, S., and Gargini, A. (2004). “Monitoring and modeling of pore water pressure changes and riverbank stability during flow events.” Earth Surf. Processes Landforms, 29, 237–254.
Rivard, P. J., and Kohuska, A. (1965). “Shellmouth dam test fill.” Can. Geotech. J., 2, 198–211.
Rivard, P., and Lu, Y. (1978). “Shear strength of soft-fissured clays.” Can. Geotech. J., 15(3), 382–390.
Sainak, A. (1999). “Three-dimensional finite-element analysis of slope stability, geometric and parametric studies.” Proc. of the Seventh Int. Symp. on Numerical Models in Geomechanics, G. Pande, S. Pietruszczak, and H. Schweiger, eds., 547–552.
Schueler, T. R., Fraley-McNeal, L., and Cappiella, K. (2009). “Is impervious cover still important? Review of recent research.” J. Hydrol. Eng., 14(2), 309–315.
Seed, H., Seed, R., Schlosser, F., Blondeau, F., and Juran, I. (1988). “The landslide at the port of Nice on Oct. 16, 1979.” Rep. UCB/EERC-88/10.
Seed, R. B., Mitchell, J. K., and Seed, H. B. (1990). “Kettleman Hills waste landfill slope failure. II: Stability analyses.” J. Geotech. Eng., 116(4), 669–690.
Seneviratne, H., and Ilmudeen, M. (1994). “Geotechnical investigation of a landslide in Sri Lanka.” Proc. 13th Int. Conf. Soil Mech. and Found. Eng., 3, 1083–1086.
Sevaldson, R. A. (1956). “The slide in Lodalen, Oct. 6, 1954.” Geotechnique, 6, 167–182.
Simon, A., Curini, A., Darby, S., and Langendoen, E. (2000). “Bank and near-bank processes in an incised channel.” Geomorphology, 35, 193–217.
Skempton, A. W. (1964). “Long term stability of clay slopes.” Geotechnique, 14, 77–101.
Skempton, A. W., and Coats, D. J. (1985). “Carsington dam failure.” Failures in Earthworks, Thomas Telford, London, 203–220.
Skempton, A. W., and Hutchinson, J. N. (1969). “Stability of natural slopes and embankment foundations.” Proc. Seventh Int. Conf. Soil Mech. and Found. Eng., State of the Art, 291–340.
Stark, T. D., and Eid, H. T. (1992). “Comparison of field and laboratory residual strengths.” Stability and performance of slopes and embankments ii, R. B. Seed, and R. W. Boulanger, eds., 1, 876–889.
Sundaram, A. V., and Bell, J. M. (1972). “Modeling failure of cohesive slopes.” Proc. Tenth Annual Eng. Geology and Soils Eng. Symp., 263–286.
Talesnick, M., and Baker, R. (1984). “Comparison of observed and calculated slip surface in slope stability calculations.” Can. Geotech. J., 21(4), 713–719.
Teoman, M. B., Topal, T., and Işık, N. S. (2004). “Assessment of slope stability in Ankara clay: a case study along E90 highway.” Environ. Geol., 45(7), 963–977.
Tohari, A., Nishigaki, M., and Komatsu, M. (2007). “Laboratory rainfall-induced slope failure with moisture content measurement.” J. Geotech. Geoenviron. Eng., 133(5), 575–587.
Ugai, K. (1988). “Three-dimensional slope stability analysis by slice methods.” Proc. of the Sixth Int. Conf. on Num. Methods in Geomech., G. Swoboda, ed., 2, 1369–1374.
White, H. (1980). “A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity.” Econometrica, 48(4), 817–838.
Wilkes, P. (1972). “An induced failure at a trial embankment at Kings Lynn, Norfolk, England.” Proc. Spec. Conf. Perf. of Earth and Earth Supported Structures, 1(1), 29–63.
Wolfskill, L. A., and Lambe, T. W (1967). “Slide in the Siburua Dam.” J. Soil Mech. and Found. Div., 93(SM4), 107–133.
Wolski, W., Szymanski, A., Lechowicz, Z., Larsson, R., Hartlén, J., and Bergdahl, U. (1989). Full-scale failure test on a stage-constructed test fill on organic soil, Rep. No. 36, Swedish Geotechnical Institute.
Wong, K., Duncan, J., and Seed, H. (1982). “Comparisons of methods of rapid drawdown stability analysis.” Rep. UCB/GT/82-05, Dept. of Civil Eng., Univ. of California, Berkeley, CA.
Wu, T. H., Thayer, W. B., and Lin, S. S. (1975). “Stability of embankment on clay.” J. Geotech. Engrg. Div., 101(9), 913–932.
Yoo, C., and Jung, H. Y. (2006). “Case history of geosynthetic reinforced segmental retaining wall failure.” J. Geotech. Geoenviron. Eng., 132(12), 1538–1548.
Zhang, Z., Tao, M., and Morvant, M. (2005). “Cohesive slope surface failure and evaluation.” J. Geotech. Geoenviron. Eng., 131(7), 898–906.

Information & Authors

Information

Published In

Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 137Issue 5May 2011
Pages: 453 - 470

History

Received: Oct 27, 2009
Accepted: Oct 10, 2010
Published online: Oct 20, 2010
Published in print: May 1, 2011

Permissions

Request permissions for this article.

Authors

Affiliations

Quentin B. Travis, M.ASCE [email protected].
Senior Hydraulic Engineer, WEST Consulting, Inc., Tempe, AZ, 85284 (corresponding author). E-mail: [email protected].
Mark W. Schmeeckle [email protected].
Professor, School of Geographical Sciences, Arizona State Univ., Tempe, AZ 85287-5306. E-mail: [email protected].
David M. Sebert [email protected].
Adjunct Professor, Department of Mathematics, Columbus State Comm. College, Delaware, OH 43015. E-mail: [email protected].

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