Abstract
Rockfall phenomena represent a major hazard in mountainous areas because they can cause severe damage to infrastructure and buildings as well as serious injuries and fatalities. Rockfalls do not pose the same level of economic risk as large-scale landslides, yet they are responsible for a similar number of accidents and fatalities. Therefore, appropriate land-use planning is necessary to protect people, buildings and facilities from rockfall hazards. Over the last two decades, several methodologies have been proposed to assess rockfall hazards, identify potentially dangerous areas (i.e., rock cliffs with failure-prone blocks) and provide guidelines for choosing and installing the most appropriate mitigation measures. This paper provides a comprehensive review of the existing rockfall hazard assessment methodologies. In particular, the review focuses on qualitative methods that allow a rapid evaluation of a rockfall hazard without costly and time-consuming numerical simulations. The most commonly adopted methodologies in Europe and North America are described and critically analyzed to highlight their differences and similarities and to identify their primary advantages, limitations and fields of application.
References
AASHTO—American Association of State Highway and Transportation Officials (1994) A policy on geometric design of highways and streets. AASHTO, Washington
AASHTO—American Association of State Highway and Transportation Officials (2004) A policy on geometric design of highways and streets (the green book). AASHTO, Washington
Abbruzzese JM, Sauthier C, Labiouse V (2009) Considerations on Swiss methodologies for rock fall hazard mapping based on trajectory modelling. Nat Hazards Earth Syst Sci 9(4):1095–1109
Alejano LR, Stockhausen HW, Alonso E, Bastante FG, Oyanguren PR (2008) ROFRAQ: a statistics-based empirical method for assessing accident risk from rockfalls in quarries. Int J Rock Mech Min Sci 45(8):1252–1272
Andrew RD (1994) The Colorado rockfall hazard rating system. Colorado Department of Transportation, report CTI-CDOT-2-94
Ayalew L, Yamagishi H, Ugawa N (2004) Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan. Landslides 1(1):73–81
Barton N (1973) Review of a new shear-strength criterion for rock joints. Eng Geol 7(4):287–332
Bateman V (2003) Development of a database to manage rockfall hazard: the Tennessee rockfall hazard database. Proceedings of 82nd annual meeting of Transportation Research Board, Washington
Bieniawski ZT (1989) Engineering rock mass classifications. Wiley, New York
Bolin H, Lide C, Xuanming P, Guanning L, Xiaoting C, Haogang D, Tianci L (2010) Assessment of the risk of rockfalls in Wu Gorge, Three Gorges, Chinab. Landslides 7(1):1–11
Brabb EE (1984) Innovative approaches to landslide hazard mapping. In: Proceedings 4th international symposium on landslides, Toronto, vol 1, pp 307–324
Brawner CO, Wyllie D (1976) Rock slope stability on railway projects. Am Railw Eng Assoc Bull 656:449–474
Brown ET (1981) Rock characterization, testing and monitoring. ISRM suggested methods. Pergamon, Oxford, pp 171–183
Budetta P (2004) Assessment of rockfall risk along roads. Nat Hazards Earth Syst Sci 4:71–81
Budetta P, Nappi M (2013) Comparison between qualitative rockfall risk rating systems for a road affected by high traffic intensity. Nat Hazards Earth Syst Sci 13(6):1643–1653
Bunce CM, Cruden D, Morgenstern N (1997) Assessment of the hazard from rock fall on a highway. Can Geotech J 34:344–356
Cancelli A, Crosta GB (1993) Hazard and risk assessment in rockfall prone areas. In: Telford T (ed) Risk reliability in ground engineering, pp 177–190
Cascini L (2008) Applicability of landslide susceptibility and hazard zoning at different scales. Eng Geol 102:164–177
Cascini L, Bonnard C, Corominas J, Jibson R, Montero-Olarte J (2005) Landslide hazard and risk zoning for urban planning and development. Landslide risk management. Taylor and Francis, London, pp 199–235
Castelli M, Scavia C (2008) A multidisciplinary methodology for hazard and risk assessment of rock avalanches. Rock Mech Rock Eng 41(1):3–36
CNR—Consiglio Nazionale delle Ricerche (1980) Norme tecniche per le costruzioni stradali. Pon 1:11–15
Copons R, Vilaplana JM, Corominas J, Altimir J, Amigó J (2004) Rockfall risk management in high-density urban areas. The Andorran experience, landslide hazard and risk, pp 675–698
Corominas J, Mavrouli O (2011) Rockfall quantitative risk assessment. In: Lambert S, Nicot F (eds) Rockfall engineering. John Wiley & Sons, Hoboken, pp 255–296
Corominas J, Moya J (2008) A review of assessing landslide frequency for hazard zoning purposes. Eng Geol 102(3):193–213
Corominas J, Copons R, Vilaplana JM, Altimir J, Amigó J (2003) Integrated landslide susceptibility analysis and hazard assessment in the principality of Andorra. Nat Hazards 30(3):421–435
Corominas J, Van Westen C, Frattini P, Cascini L, Malet JP, Fotopoulou S, Catani F, Van Den Eeckhaut M, Mavrouli O, Agliardi F, Pitilakis K, Winter MG, Pastor M, Ferlisi S, Tofani V, Hervas J, Smith JT (2014) Recommendations for the quantitative analysis of landslide risk. Bull Eng Geol Environ 73:209–263
Crosta GB, Agliardi F (2003) A methodology for physically based rockfall hazard assessment. Nat Hazards Earth Syst Sci 3:407–422
Crosta GB, Agliardi F (2004) Parametric evaluation of 3D dispersion of rockfall trajectories. Nat Hazards Earth Syst Sci 4(4):583–598
Crosta GB, Locatelli C (1999) Approccio alla valutazione del rischio da frane per crollo. In: Proceedings Studi geografici e geologici in onore di Severino Belloni. Glauco Brigatti Publisher, Genoa, pp 259–286
Crosta GB, Frattini P, Sterlacchini S (2001) Valutazione e gestione del rischio da frana: principi e metodi. Regione Lombardia Publication, Milano 169
Cruden DM, Fell R (1997) Landslide risk assessment. Balkema, Rotterdam
Cruden DM, Varnes DJ (1996) Landslide types and processes. In: Turner AK, Schuster RL (eds) Landslides: investigation and mitigation, transportation research board special report 247. National Research Council, USA, pp 36–75
Dai FC, Lee CF, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64:65–87
Deere DU, Deere DW (1988) The rock quality designation (RQD) index in practice. In: Symposium on rock classification systems for engineering purposes, Cincinnati
Derron MH, Jaboyedoff M, Blikra LH (2005) Preliminary assessment of rockslide and rockfall hazards using a DEM (Oppstadhornet, Norway). Nat Hazards Earth Syst Sci 5:285–292
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 Hazards Earth Syst Sci 2:15–26
Dussauge-Peisser C, Grasso JR, Helmstetter A (2003) Statistical analysis of rockfall volume distributions: implications for rockfall dynamics. J Geophys Res Sol Ea 108:1–11
Evans S, Hungr O (1993) The assessment of rockfall hazard at the base of talus slopes. Can Geotech J 30:620–636
Fell R (1994) Landslide risk assessment and acceptable risk. Can Geotech J 31(2):261–272
Fell R, Hartford D (1997) Landslide risk management. Cruden and Fell. Landslide risk assessment, Balkema, Rotterdam, pp 51–109
Fell R, Ho K, 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 Group, London
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(3):99–111
Ferlisi S, Cascini L, Corominas J, Matano F (2012) Rockfall risk assessment to persons travelling in vehicles along a road: the case study of the Amalfi coastal road (southern Italy). Nat Hazards 62(2):691–721
Fernandez-Hernandez M, Paredes C, Castedo R, Llorente M, de la Vega-Panizo R (2012) Rockfall detachment susceptibility map in El Hierro Island, Canary Islands, Spain. Nat Hazards 64:1247–1271
Ferrari P, Giannini F (1975) Geometria e progetto di strade. Ingegneria stradale, I, ISEDI, Milano
Ferrari F, Apuani T, Giani GP (2011) Applicazione di modelli cinematici per lo studio di frane di crollo in media Val San Giacomo (SO). Geologia Ambientale e Mineraria 48(1):55–64
Ferrari F, Giani GP, Apuani T (2013) Towards the comprehension of rockfall motion, with the aid of in situ tests. Ital J Eng Geol Environ 6:163–171
Ferrero AM, Migliazza M, Roncella R, Segalini A (2011) Rock cliffs hazard analysis based on remote geostructural surveys: the Campione del Garda case study (Lake Garda, Northern Italy). Geomorphology 125(4):457–471
Fookes PG, Sweeny M (1976) Stabilization and control of local rockfalls and degrading rock slopes. Quart J Eng Geol 9:37–55
Franklin JA, Senior SA (1997) The Ontario rockfall hazard rating system. In: Proceedings of the conference on engineering geology and environment, Athens, pp 647–658
Franklin JA, Wood DF, Senior SA, Blair JA, Wright J (2013) RHRON: Ontario rockfall hazard rating system—field procedures manual, Ontario Ministry of Transportation Materials Engineering and Research Office Report, MERO-043
Frattini P, Crosta G, Carrara A, Agliardi F (2008) Assessment of rockfall susceptibility by integrating statistical and physically-based approaches. Geomorphology 94:419–437
Gardner J (1983) Rockfall frequency and distribution in the Highwood Pass area, Canadian Rocky Mountains. Zeitschrift für Geomorphologie 27(3):311–324
Gerath R, Jakob M, Mitchell P, VanDine D, Finn L, Gillespie D, Kuan S, Naesgaard E, Patrick B, Skermer N, Wallis D (2006) Guidelines for legislated landslide assessments for proposed residential development in British Columbia. Association of Professional Engineers and Geoscientists of British Columbia, Vancouver, BC
Guenther A, Carstensen A, Pohl W (2004) Automated sliding susceptibility mapping of rock slopes. Nat Hazards Earth Syst Sci 4:95–102
Guzzetti F (2005) Review and selection of optimal geological models related to spatial information available. Risk advanced weather forecast system to advise on risk events and management action 1.14. IRPI CNR, Perugia, Italy
Guzzetti F, Carrara A, Cardinali M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, central Italy. Geomorphology 31:181–216
Guzzetti F, Reichenbach P, Wieczorek GF (2003) Rockfall hazard and risk assessment in the Yosemite Valley, California, USA. Nat Hazards Earth Syst Sci 3:491–503
Guzzetti F, Galli M, Reichenbach P, Ardizzone F, Cardinali M (2006a) Landslide hazard assessment in the Collazzone area, Umbria, central Italy. Nat Hazards Earth Syst Sci 6:115–131
Guzzetti F, Reichenbach P, Ardizzone F, Cardinali M, Galli M (2006b) Estimating the quality of landslide susceptibility models. Geomorphology 81:166–184
Hadjin DJ (2002) New York State Department of Transportation rock slope rating procedure and rockfall assessment. Transp Res Rec 1786:02–3978
Hantz D, Vengeon JM, Dussauge-Peisser C (2003) An historical, geomechanical and probabilistic approach to rock-fall hazard assessment. Nat Hazards Earth Syst Sci 3(6):693–701
Hasekioğulları GD, Ercanoglu M (2012) A new approach to use AHP in landslide susceptibility mapping: a case study at Yenice (Karabuk, NW Turkey). Nat Hazards 63(2):1157–1179
Heim A (1932) Bergsturz und Menschenleben. Fretz und Wasmuth, Zurich
Hoek E (1999) Putting numbers to geology—an engineer’s viewpoint. Q J Eng Geol Hydrogeol 32(1):1–19
Hoek E (2000) Analysis of rockfall hazards. In: Hoek E (ed) Practical rock engineering, pp 117–136
Hudson JA (1992) Rock engineering systems: theory & practice. Ellis Horwood, Chichester
Hudson JA (2013) A review of rock engineering systemss (RES) applications over the last 20 years. In: Feng XT, Hudson JA, Tan F (eds) Rock characterisation, modelling and engineering design methods. Taylor and Francis Group, London, pp 419–424
Hudson JA, Harrison JP (1992) A new approach to studying complete rock engineering problems. Q J Eng Geol 25:93–105
Hungr O, Evans S, Hazzard J (1999) Magnitude and frequency of rockfalls and rock slides along the main transportation corridors of south-western British Columbia. Can Geotech J 36:224–238
Hungr O, Fell R, Couture R, Eberhardt E (2005) Landslide risk management. Taylor and Francis Group, London
ISRM—International Society for Rock Mechanics, Commission on Standardization of Laboratory and Field Tests (1978) Suggested methods for the quantitative description of discontinuities in rock masses. Int J Rock Mech Min Sci Geomech Abstr 15:319–368
ISRM—International Society for Rock Mechanics, Commission on Standardization of Laboratory and Field Tests, Committee on Laboratory Tests (1979) Suggested methods for determining water content. Porosity, density, absorption and related properties and swelling and slake-durability index properties. Int J Rock Mech Min Sci Geomech Abstr 16(2):151–156
Jaboyedoff M, Labiouse V (2003) Preliminary assessment of rockfall hazard based on GIS data. In: 10th international congress on rock mechanics, ISRM, pp 575–578, Johannesburgh
Jaboyedoff M, Baillifard F, Hantz D, Heidenreich B, Mazzoccola D (2001) Terminologie. In: Carere, Ratto, Zanolini (eds) Prevention des mouvements de versants et des instabilites de falaises, pp 48–57
Jaboyedoff M, Baillifard F, Philippossian F, Rouiller JD (2004) Assessing fracture occurrence using “weighted fracturing density”: a step towards estimating rock instability hazard. Nat Hazards Earth Syst Sci 4:83–93
Jaboyedoff M, Dudt JP, Labiouse V (2005) An attempt to refine rockfall hazard zoning based on the kinetic energy, frequency and fragmentation degree. Nat Hazards Earth Syst Sci 5:621–632
Kayastha P, Dhital MR, De Smedt F (2013) Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: a case study from the Tinau watershed, west Nepal. Comput Geosci 52:398–408
Koleini M, Van Rooy JL (2011) Falling rock hazard index: a case study from the Marun Dam and power plant, south-western Iran. Bull Eng Geol Environ 70(2):279–290
Komac M (2006) A landslide susceptibility model using the analytical hierarchy process method and multivariate statistics in perialpine Slovenia. Geomorphology 74(1):17–28
Lambert S, Nicot F (2011) Rockfall engineering. John Wiley & Sons, Hoboken
Li ZH, Huang HW, Xue YD, Yin J (2009) Risk assessment of rockfall hazards on highways. Georisk Assess Manag Risk Eng Syst Geohazards 3(3):147–154
Maerz NH, Youssef A, Lauer R (2004) MORFH RS: a rockcut rating system for Missouri highways. In: Proceedings of the 55th highway geology symposium, Kansas City, Missouri, pp 406–424
Maerz NH, Youssef A, Fennessey TW (2005) New risk—consequence rockfall hazard rating system for Missouri highways using digital image analysis. Environ Eng Geosci 11(3):229–249
Malamud B, Turcotte D, Guzzetti F, Reichenbach P (2004) Landslide inventories and their statistical properties. Earth Surf Proc Land 29:687–711
Marquinez J, Duarte RM, Farias P, Sánchez MJ (2003) Predictive GIS-based model of rockfall activity in mountain cliffs. Nat Hazards 30(3):341–360
Mauldon M, Drumm EC, Dunne WM, Bateman N, Rose B, Kim M (2007) Rockfall management system for Tennessee. Tennessee Department of Transportation Division of Material and Tests, Nashville, p 301
Mavrouli OC (2011) Quantitative evaluation of the rockfall risk. Application to the Solà d’Andorra. PhD thesis, Universitat Politècnica de Catalunya
Mazzoccola, D, Sciesa E (2001) La metodologia RHAP (rockfall hazard assessment procedure). Prevenzione dei fenomeni di instabilita delle pareti rocciose. In: Programme Interreg II C, pp 84–95
Mazzoccola DF, Hudson JA (1996) A comprehensive method of rock mass characterization for indicating natural slope instability. Q J Eng GeolHydrogeol 29(1):37–56
Mazzoccola D, Sciesa E (2000) Implementation and comparison of different methods for rockfall hazard assessment in the Italian Alps. In: 8th international symposium on landslides, vol 2, pp 1035–1040. Balkema, Rotterdam
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 congress 2:207–218, Dornbirn, Austria
National Highway Institute (1993) Rockfall hazard rating system participant’s manual. NHI course no. 130220, US Department of Transportation, Federal Highway Administration, publication no. FHWA SA-93-057
New York State DOT (1996) Rock slope rating procedure. Geotechnical engineering manual, 15, Geotechnical Engineering Bureau, Albany
New York State DOT (2007) Rock slope rating procedure. Geotechnical Engineering Manual, 15, revision no. 1. Geotechnical Engineering Bureau, Albany
OFAT, OFEE and OFEFP (1997) Recommandations 1997—prise en compte des dangers dus aux mouvements de terrain dans le cadre des activités de l’aménagement du territoire, edited by: OFAT/OFEE/OFEFP, Bern
Pack R, Boie K, Mather S, Farrell J (2006) UDOT rockfall hazard rating system: final report and user’s manual (report UT-06.07). Utah State University, Logan
Pantelidis L (2009) System of quantitative and qualitative assessment of highway geotechnical assets failure hazard and relevant consequences. PhD thesis, Aristotle University of Thessaloniki
Pantelidis L (2011) A critical review of highway slope instability risk assessment systems. Bull Eng Geol Environ 70:395–400
Peila D, Patrucco M, Falanesca M (2011) Quantification and management of rockfall risk in opencast quarrying activities. Environ Eng Geosci 17(1):39–51
Pierson LA (1992) The rockfall hazard rating system. Transportation research record: rockfall prediction and control and landslide case histories, no 1343, pp. 6–13
Pierson LA, Van Vickle R (1993) Rockfall hazard rating system. Participant’s manual, report FHWA-SA-93-057. FHWA, NHI
Pierson LA, Davis SA, Van Vickle R (1990) Rockfall hazard rating system implementation manual, federal highway administration (FHWA), report FHWA-OR-EG-90–01, FHWA. US Department of Transporation, Oregon
Pierson LA, Beckstrand DL, Black BA (2005) Rockfall hazard classification and mitigation system. Montana Department of Transportation, final report, FHWA/MT-05-011/8176
Pourghasemi HR, Pradhan B, Gokceoglu C (2012) Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran. Nat Hazards 6(32):965–996
Raetzo H, Lateltin O, Bollinger D, Tripet J (2002) Hazard assessment in Switzerland—code of practice for mass movements. B Eng Geol Environ 61:263–268
Ravanel L, Deline P (2011) Climate influence on rockfalls in high-Alpine steep rockwalls: the north side of the Aiguilles de Chamonix (Mont Blanc massif) since the end of the ‘Little Ice Age’. Holocene 21(2):357–365
Regione Lombardia (2000) Procedure per la valutazione e la zonazione della pericolosità e del rischio da frana in Regione Lombardia. Boll Uff Reg Lomb 51
Reichenbach P, Galli M, Cardinali M, Guzzetti F, Ardizzone F (2005) Geomorphologic mapping to assess landslide risk: concepts, methods and applications in the Umbria Region of central Italy. In: Glade T, Anderson M, Crozier MG (eds) Landslide risk assessment. Wiley, Chichester
Ritchie AM (1963) Evaluation of rockfall and its control. Highway research board record, 17, Washington
Romana M (1985) New adjustment ratings for application of Bieniawski classification to slopes. In: Proceedings of international symposium on the role of rock mechanics, Zacatecas
Romana M (1988) Practice of SMR classification for slope appraisal. In: Proceedings of 5th international symposium on landslides. Balkema, Rotterdam
Romana M (1991) SMR classification. In: Proceedings of 7th international congress on rock mechanics. Balkema, Rotterdam
Romana M, Serón JB, Montalar E (2003) SMR geomechanics classification: application, experience and validation. In: Proceedings of the 10th congress of the international society for rock mechanics (ISRM), pp 1–4
Rose BT (2005) Tennessee rockfall management system. Ph.D. thesis, Virginia Polytechnic Institute and State University
Rossi M, Guzzetti F, Reichenbach P, Mondini AC, Peruccacci S (2010) Optimal landslide susceptibility zonation based on multiple forecasts. Geomorphology 114:129–142
Rouiller JD, Marro C (1997) Application de la methodologie Matterock a l´evaluation du danger lie aux falaises. Eclogae Geol Helv 90:393–399
Rozos D, Bathrellos GD, Skillodimou HD (2011) Comparison of the implementation of rock engineering system and analytic hierarchy process methods, upon landslide susceptibility mapping, using GIS: a case study from the Eastern Achaia County of Peloponnesus, Greece. Environ Earth Sci 63(1):49–63
Russell CP, Santi PM, Humphrey JD (2008) Modification and statistical analysis of the Colorado rockfall hazard rating system. Colorado Department of Transportation, DTD Applied Research and Innovation Branch (No. CDOT-2008-7)
Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur Oper Res 48:2–26
Saaty TL (2006) Rank from comparisons and from ratings in the analytic hierarchy/network processes. Eur J Oper Res 168(2):557–570
Santi PM, Russell CP, Higgins JD, Spriet JI (2009) Modification and statistical analysis of the Colorado rockfall hazard rating system. Eng Geol 104(1):55–65
Saroglou H, Marinos V, Marinos P, Tsiambaos G (2012) Rockfall hazard and risk assessment: an example from a high promontory at the historical site of Monemvasia, Greece. Natural Hazards Earth Syst Sci 12:1823–1836
Senior SA (2003) Ontario rockfall hazard rating system. Field procedures manual. Report draft, Materials Engineering and Research Office, Ontario, p 36
Shakoor A, Woodard MJ (2005) Development of a rockfall hazard rating matrix for the state of Ohio. Kent State University, FHWA/OH-2005/005, Kent, Ohio, p 369
Singh A (2004) FRHI—a system to evaluate and mitigate rockfall hazard instable rock excavations. J Div Civ Eng Inst Eng (India) 85:62–75
Soeters R, Van Westen CJ (1996) Slope instability recognition, analysis and zonation. Landslides, investigation and mitigation. Transp Res Board Natl Res Counc Spec Rep 247:129–177
Spadari M, Giacomini A, Buzzi O, Fityus S, Giani GP (2012) In situ rockfall testing in New South Wales, Australia. Int J Rock Mech Min Sci 49:84–93
Stover BK (1992) Highway rockfall research report. Colorado Geological Survey, Department of Natural Resources
Turner AK, Jayaprakash GP (2013) Rockfall: characterization and Control. Transportation Research Board Miscellaneous Publication, TR News, 284, Washington
Turner AK, Schuster RL (1996) Landslides: investigation and mitigation. Transportation Research Board Special Report 247. National Research Council, Washington
UNISDR (2009) Terminology on disaster risk reduction. http://www.unisdr.org/we/inform/terminology
Van Westen CJ, Rengers N, Terlien MTJ, Soeters R (1997) Prediction of the occurrence of slope instability phenomenal through GIS-based hazard zonation. Geol Rundsch 86:404–414
Van Westen CJ, Castellanos E, Kuriakose SL (2008) Spatial data for landslide susceptibility, hazard, and vulnerability assessment: an overview. Eng Geol 102(3):112–131
Vandewater C, Dunne WM, Mauldon M, Drumm EC, Bateman V (2005) Classifying and assessing the geologic contribution to rockfall hazard. Environ Eng Geosci 11(2):141–154
Varnes DJ (1978) Slope movement types and processes. In: Schuster RL, Krizek RJ (eds) Landslide analysis and control. Transportation Research Board, Special report 176. National Academy Sciences, Washington, DC, pp 11–33
Varnes DJ, IAEG—International Association Engineering Geology, Commission on Landslides and other Mass-Movements Landslide (1984) Hazard zonation: a review of principles and practice, the UNESCO Press, Paris
Volkwein A, Schellenberg K, Labiouse V, Agliardi F, Berger F, Bourrier F, Dorren LKA, Gerber W, Jaboyedoff M (2011) Rockfall characterisation and structural protection—a review. Nat Hazards Earth Sys 11:2617–2651
Whiteside PGD (1986) Discussion on rockfall protection measures. Conference on rock engineering and excavation in an urban environment. Institution of Mining and Metallurgy, Hong Kong
Woodard M (2004) Development of a rockfall hazard rating system Matrix for the State of Ohio. PhD dissertation, Kent State University
Woodard MJ, Baker MJ, Shakoor A (2005) Development of a rock fall hazard rating matrix for Ohio, USA. In: Proceedings of Geoline, Lyon, France
Wyllie DC (1987) Rock slope inventory system. In: Proceedings of the Federal Highway Administration Rockfall Mitigation Seminar FHWA Region 10
Wyllie DC (2005) Risk management of rock fall hazards. In: Proceedings of Canadian geotechnical society annual conference, Vancouver
Yagi H (2003) Development of assessment method for landslide hazardness by AHP. In: Abstract volume of the 42nd annual meeting of the Japan Landslide Society, pp 209–212
Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 72(1):1–12
Yalcin A, Reis S, Aydinoglu AC, Yomralioglu T (2011) A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85(3):274–287
Yang YJ, Zhang Q (1998) The application of neural networks to rock engineering systems (RES). Int J Rock Mech Min Sci 35(6):727–745
Yoshimatsu H, Abe S (2006) A review of landslide hazards in Japan and assessment of their susceptibility using an analytical hierarchic process (AHP) method. Landslides 3(2):149–158
Youssef AM, Maerz NH (2012) Development, justification, and verification of a rock fall hazard rating system. Bull Eng Geol Environ 71:171–186
Zhang LQ, Yang ZF, Liao QL, Chen J (2004) An application of the rock engineering systems (RES) methodology in rockfall hazard assessment on the Chengdu-Lhasa Highway, China. Int J Rock Mech Min Sci 41:833–838
Zhao HC, Xu SB, He JS (1986) Analytic hierarchy process. Science and Technology Press, Beijing
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The study was financially supported by the Australian Coal Association Research Program (ACARP C23026). The financial support provided by the Australian Research Council Centre of Excellence for Geotechnical Science and Engineering (CGSE) is also gratefully acknowledged.
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An erratum to this article is available at http://dx.doi.org/10.1007/s00603-017-1214-2.
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Ferrari, F., Giacomini, A. & Thoeni, K. Qualitative Rockfall Hazard Assessment: A Comprehensive Review of Current Practices. Rock Mech Rock Eng 49, 2865–2922 (2016). https://doi.org/10.1007/s00603-016-0918-z
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DOI: https://doi.org/10.1007/s00603-016-0918-z