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Published in: Rock Mechanics and Rock Engineering 9/2016

11-05-2016 | Original Paper

Some Open Issues on Rockfall Hazard Analysis in Fractured Rock Mass: Problems and Prospects

Authors: Anna Maria Ferrero, Maria Rita Migliazza, Marina Pirulli, Gessica Umili

Published in: Rock Mechanics and Rock Engineering | Issue 9/2016

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Abstract

Risk is part of every sector of engineering design. It is a consequence of the uncertainties connected with the cognitive boundaries and with the natural variability of the relevant variables. In soil and rock engineering, in particular, uncertainties are linked to geometrical and mechanical aspects and the model used for the problem schematization. While the uncertainties due to the cognitive gaps could be filled by improving the quality of numerical codes and measuring instruments, nothing can be done to remove the randomness of natural variables, except defining their variability with stochastic approaches. Probabilistic analyses represent a useful tool to run parametric analyses and to identify the more significant aspects of a given phenomenon: They can be used for a rational quantification and mitigation of risk. The connection between the cognitive level and the probability of failure is at the base of the determination of hazard, which is often quantified through the assignment of safety factors. But these factors suffer from conceptual limits, which can be only overcome by adopting mathematical techniques with sound bases, not so used up to now (Einstein et al. in rock mechanics in civil and environmental engineering, CRC Press, London, 3–13, 2010; Brown in J Rock Mech Geotech Eng 4(3):193–204, 2012). The present paper describes the problems and the more reliable techniques used to quantify the uncertainties that characterize the large number of parameters that are involved in rock slope hazard assessment through a real case specifically related to rockfall. Limits of the existing approaches and future developments of the research are also provided.

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Literature
go back to reference Baecher GB, Christian JT (2003) Reliability and statistics in geotechnical engineering. John Wiley and Sons Inc, New York, p 618 Baecher GB, Christian JT (2003) Reliability and statistics in geotechnical engineering. John Wiley and Sons Inc, New York, p 618
go back to reference Ball GH, Hall DJ (1965) Isodata: a method of data analysis and pattern classification. Stanford Research Institute, Menelo Park, United States. Office of Naval Research. Information Sciences Branch. Technical Report Ball GH, Hall DJ (1965) Isodata: a method of data analysis and pattern classification. Stanford Research Institute, Menelo Park, United States. Office of Naval Research. Information Sciences Branch. Technical Report
go back to reference Bedi A, Harrison JP (2013) Characterisation and propagation of epistemic uncertainty in rock engineering: a slope stability example. In: Kwaśniewski M, Łydżba D (eds) Proceedings of ISRM international symposium Eurock 2013 on: rock mechanics for resources, energy and environment. CRC Press, Wroclaw, pp 105–110 Bedi A, Harrison JP (2013) Characterisation and propagation of epistemic uncertainty in rock engineering: a slope stability example. In: Kwaśniewski M, Łydżba D (eds) Proceedings of ISRM international symposium Eurock 2013 on: rock mechanics for resources, energy and environment. CRC Press, Wroclaw, pp 105–110
go back to reference Bozzolo D, Pamini R (1986) Simulation of rockfalls down a valley side. Acta Mech 63(1–4):113–130CrossRef Bozzolo D, Pamini R (1986) Simulation of rockfalls down a valley side. Acta Mech 63(1–4):113–130CrossRef
go back to reference Brown ET (2012) Risk assessment and management in underground rock engineering-an overview. J Rock Mech Geotech Eng 4(3):193–204CrossRef Brown ET (2012) Risk assessment and management in underground rock engineering-an overview. J Rock Mech Geotech Eng 4(3):193–204CrossRef
go back to reference Budetta P, Nappi M (2013) Comparison between qualitative rockfall risk rating systems for a road affected by high traffic intensity. Nat Hazard Earth Syst 13(6):1643–1653CrossRef Budetta P, Nappi M (2013) Comparison between qualitative rockfall risk rating systems for a road affected by high traffic intensity. Nat Hazard Earth Syst 13(6):1643–1653CrossRef
go back to reference Bunce CM, Cruden DM, Morgenstern NR (1997) Assessment of the hazard from rock fall on a highway. Can Geotech J 34:344–356CrossRef Bunce CM, Cruden DM, Morgenstern NR (1997) Assessment of the hazard from rock fall on a highway. Can Geotech J 34:344–356CrossRef
go back to reference Corominas J, Moya J (2008) A review of assessing landslide frequency for hazard zoning purposes. Eng Geol 102:193–213CrossRef Corominas J, Moya J (2008) A review of assessing landslide frequency for hazard zoning purposes. Eng Geol 102:193–213CrossRef
go back to reference Corominas J, Copons R, Vilaplana JM, Altimir J, Amigò J (2003) Integrated landslide susceptibility analysis and hazard assessment in the principality of Andorra. Nat Hazards 30:421–435CrossRef Corominas J, Copons R, Vilaplana JM, Altimir J, Amigò J (2003) Integrated landslide susceptibility analysis and hazard assessment in the principality of Andorra. Nat Hazards 30:421–435CrossRef
go back to reference Corominas J, Van Westen C, Frattini P, Cascini L, Malet JP, Fotopoulou S et al (2014) Recommendations for the quantitative analysis of landslide risk. Bull Eng Geol Environ 73:209–263 Corominas J, Van Westen C, Frattini P, Cascini L, Malet JP, Fotopoulou S et al (2014) Recommendations for the quantitative analysis of landslide risk. Bull Eng Geol Environ 73:209–263
go back to reference Crosta GB, Agliardi F (2003) A methodology for physically based rockfall hazard assessment. Nat Hazard Earth Syst 3:407–422CrossRef Crosta GB, Agliardi F (2003) A methodology for physically based rockfall hazard assessment. Nat Hazard Earth Syst 3:407–422CrossRef
go back to reference Cundall PA (1971) A computer model for simulating progressive large scale movements in blocky rock systems. In: Proceedings of the symposium of the international society of rock mechanics (Nancy, France), Paper No. II-8, vol 1, pp 129–136 Cundall PA (1971) A computer model for simulating progressive large scale movements in blocky rock systems. In: Proceedings of the symposium of the international society of rock mechanics (Nancy, France), Paper No. II-8, vol 1, pp 129–136
go back to reference Dubois D, Guyonnet D (2011) Risk-informed decision making in the presence of epistemic uncertainty. Int J Gen Syst 40(2):145–167CrossRef Dubois D, Guyonnet D (2011) Risk-informed decision making in the presence of epistemic uncertainty. Int J Gen Syst 40(2):145–167CrossRef
go back to reference Dussauge-Peisser C, Helmstetter A, Grasso JR, Hantz D, Desvarreux P, Jeannin M, Giraud A (2002) Probabilistic approach to rock fall hazard assessment: potential of historical data analysis. Nat Hazard Earth Syst 2:1–13CrossRef Dussauge-Peisser C, Helmstetter A, Grasso JR, Hantz D, Desvarreux P, Jeannin M, Giraud A (2002) Probabilistic approach to rock fall hazard assessment: potential of historical data analysis. Nat Hazard Earth Syst 2:1–13CrossRef
go back to reference Einstein HH, Baecher GB (1983) Probabilistic and statistical methods in engineering geology. Rock Mech Rock Eng 16(1):39–72CrossRef Einstein HH, Baecher GB (1983) Probabilistic and statistical methods in engineering geology. Rock Mech Rock Eng 16(1):39–72CrossRef
go back to reference Einstein HH, Sousa RL, Karam K, Manzella I, Kveldsvik V (2010) Rock slopes from mechanics to decision making. In: Zhao J, Labiouse V, Dudt J-P, Mathier J-F (eds) Rock mechanics in civil and environmental engineering. CRC Press, London, pp 3–13CrossRef Einstein HH, Sousa RL, Karam K, Manzella I, Kveldsvik V (2010) Rock slopes from mechanics to decision making. In: Zhao J, Labiouse V, Dudt J-P, Mathier J-F (eds) Rock mechanics in civil and environmental engineering. CRC Press, London, pp 3–13CrossRef
go back to reference Fell R, Ho KKS, Lacasse S, Leroi E (2005) A framework for landslide risk assessment and management. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide risk management. Taylor and Francis, London, pp 3–26 Fell R, Ho KKS, Lacasse S, Leroi E (2005) A framework for landslide risk assessment and management. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide risk management. Taylor and Francis, London, pp 3–26
go back to reference Fell R, Corominas J, Bonnard C, Cascini L, Leroi E, Savage WZ (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Eng Geol 102:85–98CrossRef Fell R, Corominas J, Bonnard C, Cascini L, Leroi E, Savage WZ (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Eng Geol 102:85–98CrossRef
go back to reference Ferrero AM, Forlani G, Roncella R, Voyat HI (2009) Advanced geo structural survey methods applied to rock mass characterization. Rock Mech Rock Eng 42:631–665CrossRef Ferrero AM, Forlani G, Roncella R, Voyat HI (2009) Advanced geo structural survey methods applied to rock mass characterization. Rock Mech Rock Eng 42:631–665CrossRef
go back to reference Giani GP, Giacomini A, Migliazza M, Segalini A (2004) Experimental and theoretical studies to improve rock fall analysis and protection work design. Rock Mech Rock Eng 37(5):369–389CrossRef Giani GP, Giacomini A, Migliazza M, Segalini A (2004) Experimental and theoretical studies to improve rock fall analysis and protection work design. Rock Mech Rock Eng 37(5):369–389CrossRef
go back to reference Guo J, Du XP (2007) Sensitivity analysis with mixture of epistemic and aleatory uncertainties. AIAA J 45(9):2337–2349CrossRef Guo J, Du XP (2007) Sensitivity analysis with mixture of epistemic and aleatory uncertainties. AIAA J 45(9):2337–2349CrossRef
go back to reference Guzzetti F (2004) Landslide mapping, hazard assessment and risk evaluation, limits and potential. In: Proceedings of international symposium on landslide and debris flow hazard assessment. National Center for Research on Earthquake Engineering. October 7, Taipei, Taiwan, vol 8, pp C1–C17 Guzzetti F (2004) Landslide mapping, hazard assessment and risk evaluation, limits and potential. In: Proceedings of international symposium on landslide and debris flow hazard assessment. National Center for Research on Earthquake Engineering. October 7, Taipei, Taiwan, vol 8, pp C1–C17
go back to reference Guzzetti F, Crosta G, Detti R, Agliardi F (2002) STONE: a computer program for the three-dimensional simulation of rock-falls. Comput Geosci 28(9):1079–1093CrossRef Guzzetti F, Crosta G, Detti R, Agliardi F (2002) STONE: a computer program for the three-dimensional simulation of rock-falls. Comput Geosci 28(9):1079–1093CrossRef
go back to reference Hantz D (2011) Quantitative assessment of diffuse rock fall hazard along a cliff foot. Nat Hazard Earth Syst 11(5):1303–1309CrossRef Hantz D (2011) Quantitative assessment of diffuse rock fall hazard along a cliff foot. Nat Hazard Earth Syst 11(5):1303–1309CrossRef
go back to reference Hantz D, Vengeon JM, Dussauge-Peisser C (2003) An historical, geomechanical and probabilistic approach to rock-fall hazard assessment. Nat Hazard Earth Syst 5:693–701CrossRef Hantz D, Vengeon JM, Dussauge-Peisser C (2003) An historical, geomechanical and probabilistic approach to rock-fall hazard assessment. Nat Hazard Earth Syst 5:693–701CrossRef
go back to reference Hudson JA (2013) An overview of underground rock engineering risk. In: Kwaśniewski M, Łydżba D (eds) Proceedings of ISRM international symposium Eurock 2013 on: rock mechanics for resources, energy and environment. CRC Press, Wroclaw, pp 57–68 Hudson JA (2013) An overview of underground rock engineering risk. In: Kwaśniewski M, Łydżba D (eds) Proceedings of ISRM international symposium Eurock 2013 on: rock mechanics for resources, energy and environment. CRC Press, Wroclaw, pp 57–68
go back to reference Hungr O, Evans S (1988) Engineering evaluation of fragmental rockfall hazards. In: Lausanne AA (ed) Proceedings of the 5th international symposium on landslides. Balkema, Rotterdam, pp 685–690 Hungr O, Evans S (1988) Engineering evaluation of fragmental rockfall hazards. In: Lausanne AA (ed) Proceedings of the 5th international symposium on landslides. Balkema, Rotterdam, pp 685–690
go back to reference ISRM (1978) Commission on standardization of laboratory and field tests. Suggested methods for the quantitative description of discontinuities in rock masses. Int J Rock Mech Min 15:319–368CrossRef ISRM (1978) Commission on standardization of laboratory and field tests. Suggested methods for the quantitative description of discontinuities in rock masses. Int J Rock Mech Min 15:319–368CrossRef
go back to reference Jaboyedoff M, Dudt JP, Labiouse V (2005) An attempt to refine rockfall hazard zoning based on the kinetic energy, frequency and fragmentation degree. Nat Hazard Earth Syst 5:621–632CrossRef Jaboyedoff M, Dudt JP, Labiouse V (2005) An attempt to refine rockfall hazard zoning based on the kinetic energy, frequency and fragmentation degree. Nat Hazard Earth Syst 5:621–632CrossRef
go back to reference Kulatilake PHSW, Wathugala DN, Stephansson O (1993) Joint network modelling with a validation exercise in Stripa mine, Sweden. Int J Rock Mech Min 30:503–526CrossRef Kulatilake PHSW, Wathugala DN, Stephansson O (1993) Joint network modelling with a validation exercise in Stripa mine, Sweden. Int J Rock Mech Min 30:503–526CrossRef
go back to reference Kulatilake PHSW, Um J, Wang M, Escandon RF, Narvaiz J (2003) Stochastic fracture geometry modeling in 3-D including validations for a part of Arrowhead East Tunnel, California, USA. Eng Geol 70:131–155CrossRef Kulatilake PHSW, Um J, Wang M, Escandon RF, Narvaiz J (2003) Stochastic fracture geometry modeling in 3-D including validations for a part of Arrowhead East Tunnel, California, USA. Eng Geol 70:131–155CrossRef
go back to reference Lan H, Derek Martin C, Lim HC (2007) RockFall analyst: a GIS extension for three-dimensional and spatially distributed rockfall hazard modelling. Comput Geosci 33:262–279CrossRef Lan H, Derek Martin C, Lim HC (2007) RockFall analyst: a GIS extension for three-dimensional and spatially distributed rockfall hazard modelling. Comput Geosci 33:262–279CrossRef
go back to reference Lateltin O, Haemming C, Raetzo H, Bonnard C (2005) Landslide risk management in Switzerland. Landslides 2:313–320CrossRef Lateltin O, Haemming C, Raetzo H, Bonnard C (2005) Landslide risk management in Switzerland. Landslides 2:313–320CrossRef
go back to reference Leroi E, Bonnard C, Fell R, McInnes R (2005) Risk assessment and management. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide Risk Management. Taylor and Francis, London, pp 159–198 Leroi E, Bonnard C, Fell R, McInnes R (2005) Risk assessment and management. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide Risk Management. Taylor and Francis, London, pp 159–198
go back to reference Mazzoccola D, Hudson J (1996) A comprehensive method of rock mass characterization for indicating natural slope instability. Q J Eng Geol Hydrogeol 29:37–56CrossRef Mazzoccola D, Hudson J (1996) A comprehensive method of rock mass characterization for indicating natural slope instability. Q J Eng Geol Hydrogeol 29:37–56CrossRef
go back to reference Mölk M, Poisel R, Weilbold J, Angerer H (2008) Rockfall rating systems: is there a comprehensive method for hazard zoning in populated areas? In: Proceedings of the 11th interpraevent 2008 congress, vol 2, 26–30 May 2008. Dornbirn (Vorarlberg), Austria Mölk M, Poisel R, Weilbold J, Angerer H (2008) Rockfall rating systems: is there a comprehensive method for hazard zoning in populated areas? In: Proceedings of the 11th interpraevent 2008 congress, vol 2, 26–30 May 2008. Dornbirn (Vorarlberg), Austria
go back to reference Palmström A (1996) Characterizing rock masses by the RMi for use in practical rock engineering. Tunn Undergr Space Technol 11(2):175–188CrossRef Palmström A (1996) Characterizing rock masses by the RMi for use in practical rock engineering. Tunn Undergr Space Technol 11(2):175–188CrossRef
go back to reference Pfeiffer TJ, Bowen TD (1989) Computer simulation of rockfalls. Bull Assoc Eng Geol 26(1):135–146 Pfeiffer TJ, Bowen TD (1989) Computer simulation of rockfalls. Bull Assoc Eng Geol 26(1):135–146
go back to reference Picarelli L, Oboni F, Evans SG, Mostyn G, Fell R (2005) Hazard characterization and quantification. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide risk management. Taylor and Francis Group, London, pp 27–61 Picarelli L, Oboni F, Evans SG, Mostyn G, Fell R (2005) Hazard characterization and quantification. In: Hungr O, Fell R, Couture R, Eberhardt E (eds) Landslide risk management. Taylor and Francis Group, London, pp 27–61
go back to reference Piteau DR, Clayton R (1976) Computer rockfall model. In: Proceedings of the meeting on rockfall dynamics and protective works effectiveness, Bergamo, Italy, ISMES Publication No. 90, pp 123–125 Piteau DR, Clayton R (1976) Computer rockfall model. In: Proceedings of the meeting on rockfall dynamics and protective works effectiveness, Bergamo, Italy, ISMES Publication No. 90, pp 123–125
go back to reference Quagliolo P, Balestro M (2013) Analisi del rischio di caduta massi della parete di Rovenaud. Personal communication [in Italian] Quagliolo P, Balestro M (2013) Analisi del rischio di caduta massi della parete di Rovenaud. Personal communication [in Italian]
go back to reference Rouiller J-D, Jaboyedoff M, Marro C, Phillippossian F, Mamin M (1998) Pentes instables dans le Pennique valaisan, Rapport final PNR 31. VDF, Zürich Rouiller J-D, Jaboyedoff M, Marro C, Phillippossian F, Mamin M (1998) Pentes instables dans le Pennique valaisan, Rapport final PNR 31. VDF, Zürich
go back to reference Spadari M, Kardani M, De Carteret M, Giacomini A, Buzzi O, Fityus S, Sloan SW (2013) Statistical evaluation of rockfall energy ranges for different geological settings of New South Wales, Australia. Eng Geol 158:57–65CrossRef Spadari M, Kardani M, De Carteret M, Giacomini A, Buzzi O, Fityus S, Sloan SW (2013) Statistical evaluation of rockfall energy ranges for different geological settings of New South Wales, Australia. Eng Geol 158:57–65CrossRef
go back to reference Stevens W (1998) RocFall: a tool for probabilistic analysis, design of remedial measures and prediction of rock falls. M.A.Sc. thesis. Department of Civil Engineering, University of Toronto. Ontario, Canada Stevens W (1998) RocFall: a tool for probabilistic analysis, design of remedial measures and prediction of rock falls. M.A.Sc. thesis. Department of Civil Engineering, University of Toronto. Ontario, Canada
go back to reference Umili G, Ferrero AM, Einstein HH (2013) A new method for automatic discontinuity traces sampling on rock mass 3D model. Comput Geosci 51:182–192CrossRef Umili G, Ferrero AM, Einstein HH (2013) A new method for automatic discontinuity traces sampling on rock mass 3D model. Comput Geosci 51:182–192CrossRef
go back to reference Van Westen CJ (2004) Geo-information tools for landslide risk assessment: an overview of recent developments. In: Lacerda WA, Ehrlich M, Fontoura AB, Sayo A (eds) Landslides Evaluation and stabilization. Balkema, Leiden, The Netherlands, pp 39–56 Van Westen CJ (2004) Geo-information tools for landslide risk assessment: an overview of recent developments. In: Lacerda WA, Ehrlich M, Fontoura AB, Sayo A (eds) Landslides Evaluation and stabilization. Balkema, Leiden, The Netherlands, pp 39–56
go back to reference Van Westen CJ, Renghers N, Terlien MTJ, Soeters R (1997) Prediction of the occurrence of slope instability phenomena through GIS-based hazard zonation. Geol Rundsch 86:404–414CrossRef Van Westen CJ, Renghers N, Terlien MTJ, Soeters R (1997) Prediction of the occurrence of slope instability phenomena through GIS-based hazard zonation. Geol Rundsch 86:404–414CrossRef
go back to reference Van Westen CJ, Castellanos E, Kuriakose SL (2008) Spatial data for landslide susceptibility, hazard, and vulnerability assessment: an overview. Eng Geol 102:112–131CrossRef Van Westen CJ, Castellanos E, Kuriakose SL (2008) Spatial data for landslide susceptibility, hazard, and vulnerability assessment: an overview. Eng Geol 102:112–131CrossRef
go back to reference Wenner D, Harrison JP (1996) Techniques to cope with uncertain parameters in geomechanics on different levels of information. In: Proceedings of Eurock’96, September 2–5, Torino, Italy, pp 327–334 Wenner D, Harrison JP (1996) Techniques to cope with uncertain parameters in geomechanics on different levels of information. In: Proceedings of Eurock’96, September 2–5, Torino, Italy, pp 327–334
go back to reference Wu S (1985) Rockfall evaluation by computer simulation. Transp Res Rec 1031:1–5 Wu S (1985) Rockfall evaluation by computer simulation. Transp Res Rec 1031:1–5
go back to reference Wu F, Wang S (2002) Statistical model for structure of jointed rock mass. Geotechnique 52(2):137–140CrossRef Wu F, Wang S (2002) Statistical model for structure of jointed rock mass. Geotechnique 52(2):137–140CrossRef
go back to reference Zhang LY, Einstein HH (2000) Estimating the intensity of rock discontinuities. Int J Rock Mech Min 37(5):819–837CrossRef Zhang LY, Einstein HH (2000) Estimating the intensity of rock discontinuities. Int J Rock Mech Min 37(5):819–837CrossRef
Metadata
Title
Some Open Issues on Rockfall Hazard Analysis in Fractured Rock Mass: Problems and Prospects
Authors
Anna Maria Ferrero
Maria Rita Migliazza
Marina Pirulli
Gessica Umili
Publication date
11-05-2016
Publisher
Springer Vienna
Published in
Rock Mechanics and Rock Engineering / Issue 9/2016
Print ISSN: 0723-2632
Electronic ISSN: 1434-453X
DOI
https://doi.org/10.1007/s00603-016-1004-2

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