• No results found

Objective three

Evaluate the susceptibility of major catchments to rainfall-induced river flooding.

The common theme of the objectives two and three is to develop approaches for susceptibility assessment with relatively low data requirements yet able to generate meaningful results for regional-scale planning. Through the modelling procedures it is also aimed to identify the most important factors controlling the occurrence of debris-flows and river floods as well as revealing limitations in evaluating these processes and the main sources of uncertainty.

Objective four

Develop an approach for multi-hazard and risk assessment suitable for highly dynamic environments. The proposed approach aims to provide a conceptual framework for multi-hazard / risk analysis.

1.5 Thesis structure

This thesis is organised into six chapters. Because of the inter-disciplinary nature of the study, chapters 2, 3 and 4 focus on different aspects of hazard analysis and include a review of relevant literature, description of methods, results, discussion and conclusions. These different aspects are brought together in chapter 5 to formulate the main stages of a multi-hazard analysis framework. In chapter six the conclusions and implications from each chapter are discussed through the lens of pre-event land use planning in the context of sustainable hazard mitigation at tectonically active mountains.

Chapter 2 explores regional patterns of landscape morphometric parameters in an effort to investigate tectonic, climate and surface processes which control the landscape evolution of the WSA and consequent hazards. Methods of quantitative geomorphology are applied via GIS to analyse the spatial variation of catchment morphometric parameters, the structure of drainage networks, channel longitudinal profiles of major rivers and valley geometries. Results provide insight into the spatial variation of uplift rates and dominant interrelated geomorphic processes.

Recognizing the link between the dominant geomorphic processes and hazards, the findings are used to identify the hazardscape of the WSA and reveal critical implications in hazard assessment and modelling.

16 In chapter 3 a GIS-based approach for shallow landslide and debris-flow susceptibility assessment is developed. Since slope failures are complex phenomena and their prediction involves many uncertainties, the application of fuzzy set theory in a GIS environment is investigated as a potential landslide susceptibility assessment approach, in an effort to minimize the uncertainties derived from non-linear relationships between conditioning factors and slope instability. A GIS-based model to estimate the runout path and distance of potential future shallow slope failures is also developed.

Both models are applied and evaluated in WSA.

Chapter 4 is concerned with modelling the spatial variation of rainfall-induced river flood susceptibility in the region. Initially the development of a GIS-based spatially distributed unit hydrograph model is described. The model aims to investigate the hydrologic response of major ungauged catchments in the study area based on their morphometry, land cover and soil characteristics, as well as providing a tool to predict runoff hydrographs using real rainfall intensity data. The model’s predictive performance and its potential as a tool to inform planning are evaluated by comparing the results with observed hydrographs. A GIS-based approach to delineate flood-prone areas is also developed. The relations between five critical factors and flood occurrence are established using fuzzy logic and historical flood events in the region. Finally, the factors are combined to generate the regional flood susceptibility map.

Chapter 5 integrates the results from chapters 2-4 and develops an approach for multi-hazard and risk analysis suitable for highly dynamic environments. The approach aims to provide a conceptual framework of the key stages underlying effective hazard and risk analysis in environments where geomorphic processes and consequent hazards are strongly interrelated. Each stage of the procedure is separately discussed using examples from the WSA. Particular focus is given to the various types of interactions between processes and an attempt is made to classify them in specific categories. To demonstrate the practical application of the proposed approach, a regional multi-hazard and exposure analysis was carried out in the central WSA.

In Chapter 6 the key findings from the four main objectives are outlined, followed by a discussion on the implications of the thesis’ findings for land suitability analysis and land use planning in the context of sustainable risk reduction and hazard mitigation.

17

1.6 References

Adams J 1980. Contemporary uplift and erosion of the Southern Alps, New Zealand: Summary.

Geological Society of America Bulletin, 91, 2-4.

Alcántara-Ayala I 2002. Geomorphology, natural hazards, vulnerability and prevention of natural disasters in developing countries. Geomorphology 47: 107–124.

Alcántara-Ayala I 2010. Geomorphology and coastal hazards. In: Geomorphological hazards and disaster prevention in (eds) I. Alcantara-Ayala and A. Goudie. Cambridge : Cambridge University Press, 2010. pp. 269 - 276.

Anderson H, Webb T 1994. New Zealand seismicity: patterns revealed by the upgraded National Seismograph Network. New Zealand Journal of Geology and Geophysics, 37, 477-493.

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 1:73–81.

Ayalew L, Yamagishi H 2005. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology, 65(1-2), 15-31.

Baker VR 1976. Hydrogeomorphic methods for the regional evaluation of hazards. Environmental Gelogy, 1, 261-281.

Baker VR 1994. Geomorphological understanding of floods. Geomorphology 10: 139–156.

Baker VR 2008. Paleoflood hydrology: origin, progress, prospects. Geomorphology, 101(1-2), 1-13.

Balcar MJ, Pearce DG 1996. Heritage tourism on the West Coast of New Zealand. Tourism Management, 17(3), 203-212.

Barth NC 2013. A tectono-geomorphic study of the Alpine Fault, New Zealand. PhD thesis, University of Otago, New Zealand. 303p.

Beavan J, Tregoning P, Bevis M, Kato T, Meertens C 2002. The motion and rigidity of the Pacific Plate and implications for plate boundary deformation, J. Geophys. Res., 107(B10), 2261, doi:10.1029/ 2001JB000282.

Bell DH 1994. Landslide hazards. In: Canterbury Regional Council Report 94 (19), Natural hazards in Canterbury, 55–76.

Benito G, Hudson PF 2010. Flood hazards: the context of fluvial geomorphology. In:

Geomorphological hazards and disaster prevention in (eds) I. Alcantara-Ayala and A. Goudie.

Cambridge : Cambridge University Press, 2010. pp. 111 - 123.

Benn JL 1990. A Chronology of Flooding on the West Coast, South Island, New Zealand: 1846 – 1990.

The West Coast Regional Council, Greymouth. 159p.

Benn JL 1992b. Review of Earthquake Hazards on the West Coast. The West Coast Regional Council, Greymouth. 62p.

18 Benn JL 1993. Karamea and Arahura River Catchment Flood Hazard Maps. The West Coast Regional

Council, Greymouth. 5p plus 3 Flood Hazards Maps.

Benn JL 2005. Landslide events on the West Coast, South Island, 1867‐2002. New Zealand Geographer 61: 3‐13.

Berryman K, Cooper AF, Norris RJ, Sutherland R, Villamor P 1998. Paleoseismic investigation of the Alpine Fault at Haast and Okuru. Geological Society of New Zealand Miscellaneous Publication, 101A, 44.

Berryman KR, Cochran UA, Clark KJ, Biasi GP, Langridge RM, Villamor P 2012. Major Earthquakes Occur Regularly on an Isolated Plate Boundary Fault. Science 336, 1690. DOI:

10.1126/science.1218959.

Bishop MP, Shroder JF 2000. Remote sensing and geomorphometric analysis for assessing topographic complexity and erosion dynamics in the Nanga Parbat Himalaya, in Khan, M.A., Treloar, P.J., Searle, M.P., and J.M. Qasim, eds., Tectonics of the Nanga Parbat Syntaxis and Western Himalaya: Geological Society of London Special Publication 170, p. 181–200.

Bishop MP, Shroder JF, Bonk R, Olsenholler J 2002. Geomorphic change in high mountains: a western Himalayan perspective. Global and Planetary Change, 32: 311–29.

Bonnet S, Crave A 2003. Landscape response to climate change: insights from experimental modelling and implications for tectonic versus climatic uplift of topography. Geology, 31, 123 – 126.

Brunsden D 1999. Some geomorphological considerations for the future development of landslide models. Geomorphology 30, 13–24.

Bruzewicz AJ 1994 Remote sensing and GIS for emergency management. Proceedings, First Federal Geographic Technology Conference. Washington DC, GIS World Inc. Vol 1: 161–4.

Bull WB 1996. Prehistorical earthquakes on the Alpine fault, New Zealand: Journal of Geophysical Research, v. 101, no. B3, p. 6037–6050, doi:10.1029/95JB03062.

Bull WB 2007. Tectonic Geomorphology of Mountains: A New Approach to Paleoseismology. statistical models in evaluating landslide hazard. Earth Surface Processes and Landform 16, 427–445.

Carrara A, Guzzetti F 1995. Geographical Information Systems in assessing natural hazard. Selected Contribution from the International Workshop held in Perugia on Sept. 20–22 1993, Kluver Academic Publisher, Dordrecht/Boston/London, pp 354 (Advances in Natural Technological Hazard Research Series, Volume 5).

Chevalier G, Davies T, McSaveney M 2009. The prehistoric Mt Wilberg rock avalanche, Westland, New Zealand, Landslides 6: 253–262.

Chinn TJH 1989. Glaciers of New Zealand. US Geological Survey Professional Paper 1386-H2.

Washington, DC: US Government Printing Office.

19 Connell RJ 2001. Grey River – Greymouth: Hydraulic Review of Flood Capacity. Report Prepared for

the West Coast Regional Council (Greymouth) by CH Modelling Ltd, (Christchurch). 41p.

Cooper RA 1989. Early Paleozoic terranes of New Zealand. Journal of the Royal Society of New Zealand 19: 73–112.

Cooper RA, Tulloch AJ 1992. Early Palaeozoic terranes in New Zealand and their relationship to the Lachlan Fold Belt. Tectonophysics 214(1/4): 129-144.

Coppock JT 1995. GIS and natural hazards: an overview from a GIS perspective. In Carrara A, Guzzetti F (eds) Geographical information systems in assessing natural hazards. Dordrecht, Kluwer: 21–

34.

Cova TJ 1999. GIS in emergency management. In: Geographical Information Systems: Principles, Techniques, Applications, and Management, P.A. Longley, M.F. Goodchild, D.J. Maguire, D.W.

Rhind (eds.), John Wiley & Sons, New York, 845-858.

Cox SC, Barrell DJA (compilers) 2007. Geology of the Aoraki area. Institute of Geological & Nuclear Sciences 1:250 000 geological map 15. 1 sheet + 71 p. Lower Hutt, New Zealand. GNS Science.

Crozier MJ 2009. Landslide geomorphology: An argument for recognition, with examples from New Zealand, Geomorphology, doi:10.1016/j.geomorph.2009.09.010.

Davies TR, Scott BK 1997. Dambreak Flood Hazard from the Callery River, Westland New Zealand.

New Zealand Journal of Hydrology, Vol. 36 (1), pp 1-13.

Davies TRH 2002. Landslide dambreak flood hazards at Franz Josef Glacier township, NewZealand: a risk assessment. Journal of Hydrology (New Zealand) 41: 1-17.

Davies TR, McSaveney MJ, Clarkson PJ 2003a. Anthropic Aggradation of the Waiho River, Westland, New Zealand: Microscale Modelling. Earth Surf. Process. Landforms 28, 209–218.

Davies TR, Smart CC, Turnbull JM 2003b. Water and Sediment Outbursts from Advanced Franz Josef Glacier, New Zealand. Earth Surface Processes and Landforms, 28, 1081–1096.

Davies TR, McSaveney MJ 2006. Geomorphic constraints on the management of bedloaddominated rivers. Journal of Hydrology (New Zealand) 45 (2): 69-88.

Davies TR, Korup O 2007. Alluvial fanhead trenching resulting from catastrophic sediment inputs.

Earth Surface Processes and Landforms 32: 725-742.

Davies TR 2007. Potential for rock avalanche hazard at Franz Josef glacier village, Westland.

Confidential report to west coast regional council. Natural Hazards Research Centre Dept of Geological Sciences University of Canterbury, New Zealand, 14p.

DeMets C, Gordon RG, Argus DF 2010. Geologically current plate motions. Geophys. J. Int. 181, 1–80.

doi: 10.1111/j.1365-246X.2009.04491.x

De Pascale GP, Langridge RM 2012. New on-fault evidence for a great earthquake in A.D. 1717, central Alpine fault, New Zealand. Geology, doi: 10.1130/G33363.1.

DTec Consulting Ltd 2002: West Coast Regional Council: Natural Hazards Review. Report prepared for West Coast Regional Council by Dtec Consulting Ltd. Client Reference: 1065.136WCRC, Greymouth. 140 p.

Dufresne A, Davies TR, McSaveney MJ 2009. Influence of runout-path material on emplacement of the Round Top rock avalanche, New Zealand. Earth Surface Processes and Landforms. DOI:

10.1002/esp.1900.

20 Du J, Xie H, Hu Y, Xu Y, Xu C 2009. Development and testing of a new storm runoff routing approach based on time variant spatially distributed travel time method. Journal of Hydrology 369: 44-54.

Dymond JR, Betts HD, Schierlitz CS 2010. An erosion model for evaluating regional land-use scenarios. Environmental Modelling & Software 25, 289–298.

Emani S 1996. Applications in hazard assessment and management. Explorations in Geographic Information Systems Technology, Vol. 6. Worcester (USA), United Nations Institute for Training and Research (UNITAR).

England K 2011. A GIS approach to landslide hazard management for the West Coast region, New Zealand. Unpublished MSc thesis, University of Canterbury, Christchurch, New Zealand.

European Commission DG XII, Environment and Climate Program, 2000. TEMRAP: The European Multi-Hazard Risk Assessment Project, contract ENV4-CT97-0589.

Evans SG, Clague JJ 1994. Recent climatic change and catastrophic geomorphic processes in mountain environments. Geomorphology 10, 107–128.

FEMA 1997. Multi hazard identification and risk assessment: a cornerstone of the national mitigation strategy, 1th Edition, United States.http://www.fema.gov/library/viewRecord.do?id=2214.

Fitzharris BB, Hay JE, Jones PD 1992. Behaviour of New Zealand glaciers and atmospheric circulation changes over the past 130 years. The Holocene2, 97–106.

Fitzharris B, Lawson W, Owens I 1999. Research on glaciers and snow in New Zealand. Progress in Physical Geography 23, 4 pp. 469–500.

Gares PA, Sherman DJ, Nordstrom KF 1994. Geomorphology and natural hazards. Geomorphology 10:1– 18.

Gatrell AC, Vincent P 1991. Managing natural and technological hazards. In Masser I, Blakemore M (eds) Handling geographical information: methodology and potential applications. Harlow, Longman/New York, John Wiley & Sons, Inc: 148–80.

Glade T 2005. Linking debris-flow hazard assessments with geomorphology. Geomorphology 66, 189– 213.

Goff JR, Nichol SL, Chagué-Goff C 2001. Evidence for Catastrophic Inundation of the West Coast:

Okarito Lagoon. Report prepared for The West Coast Regional Council, Greymouth. 34p.

Goodchild MF 1992. Geographical information science. International Journal of Geographical Information Systems, 6 (1): 31-45.

Goodchild 2004. Foreword (GIScience perspective). In, M.P. Bishop, ed., Geographic Information Science and Mountain Geomorphology. Praxis Scientific Publishing, Chichester, UK, pp. 309-341.

Griffiths GA, McSaveney MJ 1983. Distribution of mean annual precipitation across some steepland regions of New Zealand: New Zealand Journal of Science, v. 26, p. 197–209.

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, Ardizzone F, Cardinali M, Galli M 2006. Estimating the quality of landslide susceptibility models. Geomorphology 81(1‐2): 166‐184.

Hall RJ 2012. Waiho River Future Management. West Coast Regional Council, Greymouth 74p.

21 Hancox GT, McSaveney MJ, Manville VR, Davies TRH 2005. The October 1999 Mt Adams rock avalanche and subsequent landslide dam-break flood and effects in Poerua River, Westland, New Zealand. New Zealand Journal of Geology & Geophysics 48: 683-705.

He YP, Beighley RE 2008. GIS-based regional landslide susceptibility mapping: a case study in southern California. Earth Surface Processes and Landforms, 33(3), 380-393.

Henderson RD, Thompson SM 1999. Extreme rainfalls in the Southern Alps of New Zealand. Journal of Hydrology (New Zealand) 38: 309-330.

Hewitt K 1983. Human geography and mountain environments. The Canadian Geographer / Le Géographe canadien, 27: 96–102. doi: 10.1111/j.1541-0064.1983.tb00687.x

Hewitt K 1997. Risk and disasters in mountain lands. In B Messerli and JD Ives (eds), Mountains of the World: A global priority, Carnforth: Parthenon 371-408.

Hewitt K 2006. Disturbance regime landscapes: mountain drainage systems interrupted by large rockslides. Progress in Physical Geography, Vol. 30, No. 3, 365-393.

Hewitt K, Clague JJ, Orwin JF 2008. Legacies of catastrophic rock slope failures in mountain landscapes. Earth-Science Reviews 87, 1-38.

Hewitt K, Mehta M 2012. Rethinking risk and disasters in mountain areas. Revue de géographie alpine / Journal of Alpine Research [En ligne], 100-1 | 2012, mis en ligne le 14 mai 2012, consulté le 30 juin 2013. URL:http://rga.revues.org/1653, DOI : 10.4000/rga.1653.

Hoey T 1990. Aggradation in the Waiho River. Final Report for the West Coast Regional Council. 23p.

Hovius N, Stark CP, Allen PA 1997. Sediment flux from a mountain belt derived from landslide mapping. Geology 25, 231– 234.

Huang R, Fan X 2013. The landslide story Nature Geoscience, 6 (5), 325-326.

Johnson GO 1992. GIS applications in emergency management. URISA Journal 4: 66–72.

Körner C, Ohsawa M 2005. Mountain Systems. In Millennium Ecosystem Assessment. Current State and Trends: Findings of the Condition and Trends Working Group. Ecosystems and Human Well-being. Vol 1. Island Press, Washington, DC, 681–716.

Korup O 2005a. Geomorphic hazard assessment of landslide dams in South Westland, New Zealand – fundamental problems and approaches. Geomorphology 66, 167-188.

Korup O 2005b. Large landslides and their effect on alpine sediment flux: South Westland, New Zealand. Earth Surface Processes and Landforms 30, 305-323.

Korup O 2005c. Geomorphic imprint of landslides on alpine river systems, southwest New Zealand.

Earth Surface Processes and Landforms 30, 783-800.

Korup O 2006. Effects of deep-seated bedrock landslides on hillslope morphology, Southern Alps, New Zealand. Journal of Geophysical Research 111, F01018, doi:10.1029/2004JF000242.

Korup O, Tweed F 2007. Ice, moraine, and landslide dams in mountainous terrain. Quaternary Science Reviews 26, 3406–3422.

Korup O, Densmore AL, Schlunegger F 2009. The role of landslides in mountain range evolution.

Geomorphology, doi:10.1016/j.geomorph.2009.09.017.

Langridge R, Ries W 2009. Mapping and Fault Rupture Avoidance Zonation for the Alpine Fault in the West Coast Region. GNS Science Consultancy Report 2009/18. 47 p.

Langridge RM, Beban JG 2011. Planning for a Safer Franz Josef/Waiau Community, Westland District: Considering Fault Rupture of the Alpine Fault GNS Science Consultancy Report 2011/217. 61p.

22 Lastra J, Fernadez E, Diez-Herrero A, Marquinez J 2008. Flood hazard delineation combining geomorphological and hydrological methods: an example in the Northern Iberian Peninsula.

Nat Hazards 45:277–293.

Lee S 2005. Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data, International Journal of Remote Sensing, 26:7, 1477-1491.

Lindell MK, Perry RW 1992. Behavioral Foundations of Community Emergency Planning. Hemisphere Publishing Co., New York. 309p.

Maidment DR 1993. Developing a spatially distributed unit hydrograph by using GIS. In HydroGIS 93:

Application of Geographic Information Systems in Hydrology and Water Resources, Proceedings of the Vienna Conference, eds. K. Dovar and H. P. Natchnebel, 181 - 192. Vienna:

Int. Assoc. of Hydrological Sci. Publ. no 211.

Maidment DR, Olivera F, Calver A, Eatherall A, Fraczek W 1996. Unit hydrograph derived from a spatially distributed velocity field. Hydrological Processes 10: 831-844.

Malczewski J 2000. On the use of Weighted Linear Combination Method in GIS: common and best practice approaches. Transactions in GIS, 4(1): 5-22.

Malczewski J 2006. GIS-based multicriteria decision analysis: a survey of the literature. International Journal of of Geographical Information Science, Vol. 20, No. 7, pp. 703-726.

Martinez V, Garcia AI, Ayuga F 2002. Distributed routing techniques developed on GIS for generating synthetic unit hydrograph. Trans ASAE 45(6):1825–1834.

Marzocchi W, Mastellone M, Ruocco A Di, Novelli P, Romeo E, Gasparini P 2009. Principles of multi-risk assessment: interactions amongst natural and man-induced multi-risks. European Commission.

McCahon I, Elms D, Dewhirst R 2006a. Buller District Lifelines Study: Alpine fault earthquake scenario. A report prepared for the Buller District Council, 208 p.

McCahon I, Elms D, Dewhirst R 2006b. Westland District Council Lifelines Study: Alpine fault earthquake scenario. A report prepared for the Westland District Council. Greymouth, 210 p.

McCahon I, Elms D, Dewhirst R 2006c. West Coast Engineering Lifelines Group Study: Alpine fault earthquake scenario. A report prepared for the West Coast Engineering Lifelines Group and the West Coast Regional Council. Greymouth, 204 p.

McCahon I, Elms D, Dewhirst R 2007. Grey District Lifelines Plan: Alpine fault earthquake scenario and lifelines vulnerability assessment. A report prepared for the Grey District Council.

Greymouth, 299 p.

McSaveney MJ, Davies TR 1998. Natural Hazard Assessment for the township of Franz Josef Glacier and its Environs. Client Report 43714B.10, Institute of Geological and Nuclear Sciences, Lower Hutt, 58 p.

Melesse AM, Graham WD 2004. Storm runoff prediction based on a spatially distributed travel time method utilizing remote sensing and GIS. Journal of American Water Resources Association 40(4): 863-879.

Mileti DS 1999. Disasters by Design: A reassessment of natural Hazards in the United States.

Washington, D.C. Joseph Henry Press. 351p.

Mondschein LG 1994. The role of spatial information systems in environmental emergency management. Journal of the American Society for Information Science 45: 678–85.

23 Mortimer N, Tulloch AJ, Spark RN, Walker NW, Ladley E, Allibone A, Kimbrough DL 1999. Overview of the Median Batholith, New Zealand: a new interpretation of the geology of the Median Tectonic Zone. Journal of African Earth Sciences 29: 257–268.

Muzik I 1996. Flooding modelling with GIS-derived distributed unit hydrographs. Hydrological Processes 10: 1401-1409.

Norris RJ, Koons PO, Cooper AF 1990. The obliquely-convergent plate boundary in the South Island of New Zealand: Implications for ancient collision zones, Journal of Structural Geology, 12, 715–725.

Norris RJ, Cooper AF 1995. Origin of small-scale segmentation and transpressional thrusting along the Alpine fault, New Zealand, Bull. Geol. Soc. Am., 107, 231–240.

Norris RJ, Cooper AF 2000. Late Quaternary slip rates and slip partitioning on the Alpine Fault, New Zealand. Journal of Structural Geology 23: 507–520.

Noto LV, Loggia GL 2007. Derivation of a distributed unit hydrograph integrating GIS and remote sensing. Journal of Hydrologic Engineering 12(6): 639-650.

Ohlmacher GC, Davis JC 2003. Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Engineering Geology 69: 331–343.

Orchiston CHR 2010. Tourism and Seismic Risk: Perceptions, preparedness and resilience in the zone of the Alpine Fault, Southern Alps, New Zealand. PhD thesis, University of Otago, New Zealand. 317p.

Panizza M 1991. Geomorphology and seismic risk. Earth-Science Reviews, 31, 11-20.

Pearce L 2003. Disaster management and community planning, and public participation: How to achieve sustainable hazard mitigation. Natural Hazards Vol. 28: pp 211-228.

Pettinga JR, Yetton MD, Van Dissen RJ, Downes G 2001. Earthquake source identification and characterization for the Canterbury Region, South Island, New Zealand. Bulletin of the New Zealand Society for Earthquake Engineering 34: 282-317.

Petley D 2010. Landslide hazards. In: Alcantara-Ayala I, Goudie A ed. Geomorphological hazards and disaster prevention. Cambridge, Cambridge University Press, 2010. pp. 13 - 28.

Petley D 2012. Global patterns of loss of life from landslides. Geology, v. 40; no. 10; p. 927–930.

Petley D 2012. Global patterns of loss of life from landslides. Geology, v. 40; no. 10; p. 927–930.