Development of fragility functions for slope instability analysis

This paper presents a methodology for constructing fragility functions to characterise slope stability under a range of catastrophic earthquakes and rainfalls. The procedures for creating fragility functions, including the first-order reliability method (FORM) and the copula-based sampling method (CBSM), are demonstrated using a selection of typical slopes. The most common failure modes are included, such as the shallow sliding of an infinite slope, circular slip surface of a homogeneous slope, and tetrahedral wedge failure in a rock slope. Owing to the proposed approach, the fragility function can be applied to quantify the failure probabilities over a range of loading conditions with ease, as these are attributed to a function, rather than a design point. The advantage of these definitions is that the uncertainties of correlated soil shear strengths can be incorporated into the reliability models. The established procedure can provide a basis for describing vulnerable behaviour of a slope under various loading conditions and geometries.

[1]  John J. Zahn,et al.  Empirical Failure Criteria with Correlated Resistance Variables , 1990 .

[2]  K. Phoon,et al.  Characterization of Geotechnical Variability , 1999 .

[3]  V. U. Nguyen BACK CALCULATIONS OF SLOPE FAILURES BY THE SECANT METHOD , 1984 .

[4]  Suzanne Lacasse,et al.  Probabilistic geotechnical analyses for offshore facilities , 2007 .

[5]  P. R. Sheorey,et al.  Maximum likelihood estimation of slope stability , 1994 .

[6]  Nikos D. Lagaros,et al.  Probabilistic seismic slope stability assessment of geostructures , 2010 .

[7]  L. Dexin,et al.  Study on the rainfall and aftershock threshold for debris flow of post-earthquake , 2011 .

[8]  Isaac A. Jeldes,et al.  Partial Saturation and Seismicity on Steep Reclaimed Slopes , 2014, Geotechnical and Geological Engineering.

[9]  Alfredo Urzua,et al.  Probabilistic Evaluation of Earthquake-Induced Slope Failure , 2000 .

[10]  Fuchu Dai,et al.  Landslide risk assessment and management: an overview , 2002 .

[11]  Jin Man Kim,et al.  Probabilistic evaluation of seismically induced permanent deformation of slopes , 2013 .

[12]  Gregory B. Baecher,et al.  FACTOR OF SAFETY AND RELIABILITY IN GEOTECHNICAL ENGINEERING. DISCUSSION AND CLOSURE , 2001 .

[13]  Bruno Merz,et al.  Influence of dike breaches on flood frequency estimation , 2009, Comput. Geosci..

[14]  Hong-Xin Chen,et al.  Assessment of risks of loose landslide deposits formed by the 2008 Wenchuan earthquake , 2012 .

[15]  Pinnaduwa Kulatilake Minimum rock bolt force and minimum static acceleration in tetrahedral wedge stability: A probabilistic study , 1988 .

[16]  Robin Chowdhury,et al.  Role of slope reliability analysis in landslide risk management , 2003 .

[17]  M. Matsuo,et al.  PROBABILISTIC APPROACH TO DESIGN OF EMBANKMENTS , 1974 .

[18]  John Douglas,et al.  Vector-valued fragility functions for seismic risk evaluation , 2013, Bulletin of Earthquake Engineering.

[19]  D. Montgomery,et al.  A physically based model for the topographic control on shallow landsliding , 1994 .

[20]  Robert Y. Liang,et al.  A reliability based approach for evaluating the slope stability of embankment dams , 1999 .

[21]  Bak Kong Low Reliability analysis of rock slopes involving correlated nonnormals , 2007 .

[22]  Wilson H. Tang,et al.  Probability Concepts in Engineering: Emphasis on Applications to Civil and Environmental Engineering , 2006 .

[23]  Bak Kong Low,et al.  Reliability Analysis of Rock Wedges , 1997 .

[24]  Gian Paolo Cimellaro,et al.  Multidimensional Performance Limit State for Hazard Fragility Functions , 2011 .

[25]  Masanobu Shinozuka,et al.  Nonlinear Static Procedure for Fragility Curve Development , 2000 .

[26]  Khalid Mahmood,et al.  Effect of anisotropic conductivity on suction and reliability index of unsaturated slope exposed to uniform antecedent rainfall , 2012, Landslides.

[27]  Stephanie Glendinning,et al.  Spatial analysis of the reliability of transport networks subject to rainfall‐induced landslides , 2008 .

[28]  Armen Der Kiureghian,et al.  Probabilistic Capacity Models and Fragility Estimates for Reinforced Concrete Columns based on Experimental Observations , 2002 .

[29]  Xing Zheng Wu Trivariate analysis of soil ranking-correlated characteristics and its application to probabilistic stability assessments in geotechnical engineering problems , 2013 .

[30]  Peter Lumb,et al.  Safety factors and the probability distribution of soil strength , 1970 .

[31]  Dov Leshchinsky,et al.  Soil slopes under combined horizontal and vertical seismic accelerations , 1997 .

[32]  Kyriazis Pitilakis,et al.  Vulnerability assessment of reinforced concrete buildings subjected to seismically triggered slow-moving earth slides , 2012, Landslides.

[33]  Eduardo Alonso,et al.  RISK ANALYSIS OF SLOPES AND ITS APPLICATION TO SLOPES IN CANADIAN SENSITIVE CLAYS , 1976 .

[34]  Bruno Merz,et al.  Development of dike fragility curves for piping and micro-instability breach mechanisms , 2009 .

[35]  Wilson H. Tang,et al.  REALISTIC ASSESSMENT OF SLOPE RELIABILITY FOR EFFECTIVE LANDSLIDE HAZARD MANAGEMENT , 2005 .

[36]  Abdallah I. Husein Malkawi,et al.  Uncertainty and reliability analysis applied to slope stability , 2000 .

[37]  Amr S. Elnashai,et al.  Probabilistic fragility analysis parameterized by fundamental response quantities , 2007 .

[38]  Xing Zheng Wu Probabilistic slope stability analysis by a copula-based sampling method , 2013, Computational Geosciences.

[39]  A. Bishop The use of the Slip Circle in the Stability Analysis of Slopes , 1955 .

[40]  Farshad Berahman,et al.  Seismic Fragility Curves for Un-Anchored On-Grade Steel Storage Tanks: Bayesian Approach , 2007 .

[41]  Christophe Bonnard,et al.  Landslide risk management in Switzerland , 2005 .

[42]  Deepankar Choudhury,et al.  Seismic passive resistance by pseudo-dynamic method , 2005 .

[43]  Ben Gouldby,et al.  Beyond the Factor of Safety: Developing Fragility Curves to Characterize System Reliability , 2010 .

[44]  Bak Kong Low,et al.  Probabilistic analysis of underground rock excavations using response surface method and SORM , 2011 .

[45]  Jim W. Hall,et al.  Adaptive importance sampling for risk analysis of complex infrastructure systems , 2006, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[46]  F. De Smedt,et al.  Assessing landslide hazard in GIS: a case study from Rasuwa, Nepal , 2006 .

[47]  Robert Y. Liang,et al.  Probabilistic landslide hazard assessment using Copula modeling technique , 2014, Landslides.

[48]  Jiun-Chuan Lin,et al.  Slope Movements in a Dynamic Environment - A case study of Tachia River, Central Taiwan , 2006 .

[49]  B. Ellingwood,et al.  Fragility assessment of building structural systems in Mid‐America , 2007 .

[50]  R. P. Kennedy,et al.  Probabilistic seismic safety study of an existing nuclear power plant , 1980 .

[51]  W. Tang,et al.  Efficient Spreadsheet Algorithm for First-Order Reliability Method , 2007 .

[52]  Jürgen Köngeter,et al.  Stochastic modelling and risk analysis of groundwater pollution using FORM coupled with automatic differentiation , 2006 .

[53]  Félix Darve,et al.  Reliability analyses of slope stability , 2010 .

[54]  D. C. Tobutt Monte Carlo Simulation methods for slope stability , 1982 .

[55]  R. Fell Landslide risk assessment and acceptable risk , 1994 .

[56]  L. Zhang,et al.  Natural Hazards and Earth System Sciences Assessment of risks of loose landslide deposits formed by the 2008 Wenchuan earthquake , 2012 .

[57]  M. Borga,et al.  Shallow landslide hazard assessment using a physically based model and digital elevation data , 1998 .

[58]  S. Fotopoulou,et al.  Fragility curves for reinforced concrete buildings to seismically triggered slow-moving slides , 2013 .

[59]  D. V. Griffiths,et al.  Analysis of Infinite Slopes with Spatially Random Shear Strength , 2008 .

[60]  E. Hoek,et al.  The stability of a rock slope containing a wedge resting on two intersecting discontinuities , 1973, Quarterly Journal of Engineering Geology.

[61]  Timothy D. Stark,et al.  Reliability in back analysis of slope failures , 1999 .

[62]  W. Tang,et al.  Development of a Risk-Based Landslide Warning System , 2011 .

[63]  Hossein Ghiassian,et al.  Stability of sandy slopes under seepage conditions , 2008 .

[64]  Bak Kong Low Slope reliability analysis: some insights and guidance for practitioners , 2010 .

[65]  A. M. Hasofer,et al.  Exact and Invariant Second-Moment Code Format , 1974 .

[66]  Wilson H. Tang,et al.  Probability concepts in engineering planning and design , 1984 .