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Volumn 7, Issue 4, 2016, Pages 1406-1425

A simplified early-warning system for imminent landslide prediction based on failure index fragility curves developed through numerical analysis

Author keywords

[No Author keywords available]

Indexed keywords

ALARM SYSTEMS; DATA HANDLING; HAZARDS; INFORMATION MANAGEMENT; LANDSLIDES; RISKS;

EID: 84934311678     PISSN: 19475705     EISSN: 19475713     Source Type: Journal    
DOI: 10.1080/19475705.2015.1058863     Document Type: Article
Times cited : (21)

References (66)
  • 2
    • 84964545202 scopus 로고    scopus 로고
    • Italy: Agenzia Regionale per la Protezione dell'Ambiente
    • ARPA: Monte Letè (Monitorata dal CMG dal 1999): Scheda del dissesto “Monte Letè” [Mount Letè (Monitored by CMG since 1999): Board of instability “Mount Letè”] [Internet]. 2014: Italy: Agenzia Regionale per la Protezione dell'Ambiente [Regional Environmental Protection Agency]; [cited 2014 Mar 12]. Available from: http://cmg.arpalombardia.it/webcmgfrontend/dissesto.asp?def=39
    • (2014)
  • 6
    • 84887094347 scopus 로고    scopus 로고
    • Experimental characterization of physical and mechanical properties of schist from Portugal
    • R.S.Barros, D.V.Oliveira, H.Varum, C.A.Alves, A.Camões. 2014. Experimental characterization of physical and mechanical properties of schist from Portugal. Construct Build Mater. 50:617–630.
    • (2014) Construct Build Mater , vol.50 , pp. 617-630
    • Barros, R.S.1    Oliveira, D.V.2    Varum, H.3    Alves, C.A.4    Camões, A.5
  • 7
    • 11844284589 scopus 로고    scopus 로고
    • Quantitative risk analysis for landslides ‒ Examples from Bíldudalur, NW-Iceland
    • R.Bell, T.Glade. 2004. Quantitative risk analysis for landslides ‒ Examples from Bíldudalur, NW-Iceland. Nat Hazards Earth Syst Sci. 4:117–131.
    • (2004) Nat Hazards Earth Syst Sci , vol.4 , pp. 117-131
    • Bell, R.1    Glade, T.2
  • 8
    • 85112822766 scopus 로고    scopus 로고
    • Dynamics of saturation phenomena and landslide triggering by rain infiltration in a slope
    • Hungr O., Fell R., Couture R., Eberhardt E., (eds), Proceedings of the International Conference on Landslide Risk Management, Vancouver (Canada):
    • R.Berardi, G.Mercurio, P.Bartolini, E.Cordano. 2005. Dynamics of saturation phenomena and landslide triggering by rain infiltration in a slope. In: O.Hungr, R.Fell, R.Couture, E.Eberhardt, editors. Landslide risk management. Proceedings of the International Conference on Landslide Risk Management; 2005 Jun 3. Vancouver (Canada).
    • (2005) Landslide risk management
    • Berardi, R.1    Mercurio, G.2    Bartolini, P.3    Cordano, E.4
  • 9
    • 84964417643 scopus 로고    scopus 로고
    • Il Monitoraggio dei Movimenti Franosi: Studio delle Frane di Spriana (SO) e del Monte Letè: Tesi Sperimentale di Laurea in Scienze Geologiche [The Landslide Movement Monitoring: Study of Spriana Landslide and Mount Letè Dissertation in Geological Sciences]
    • Pavia: University of Pavia
    • A.Biasini 1996. Il Monitoraggio dei Movimenti Franosi: Studio delle Frane di Spriana (SO) e del Monte Letè: Tesi Sperimentale di Laurea in Scienze Geologiche [The Landslide Movement Monitoring: Study of Spriana Landslide and Mount Letè Dissertation in Geological Sciences] [dissertation]. Pavia: University of Pavia.
    • (1996) Dissertation
    • Biasini, A.1
  • 11
    • 0242601029 scopus 로고    scopus 로고
    • Slope stability analysis with FLAC and limit equilibrium methods
    • Billauax D., Xavier R., Detournay C., Hart R., (eds), Proceedings of the second International FLAC Symposium, Lyon (France):
    • M.Cala, J.Flisiak. 2001. Slope stability analysis with FLAC and limit equilibrium methods. In: D.Billauax, R.Xavier, C.Detournay, R.Hart, editors. FLAC and numerical modeling in geomechanics. Proceedings of the second International FLAC Symposium; 2001 Oct 31. Lyon (France).
    • (2001) FLAC and numerical modeling in geomechanics
    • Cala, M.1    Flisiak, J.2
  • 12
    • 84944567822 scopus 로고    scopus 로고
    • Landslide activity and integrated monitoring network: The greci slope (Lago, Calabria, Italy)
    • Lollino G., Giordan D., Crosta G.B., Corominas J., Azzam R., Wasowski J., (eds), Cham: Springer
    • S.Calcaterra, P.Gambino, L.Borrelli, F.Muto, G.Gullà. 2015. Landslide activity and integrated monitoring network: The greci slope (Lago, Calabria, Italy). In: G.Lollino, D.Giordan, G.B.Crosta, J.Corominas, R.Azzam, J.Wasowski , editors. Engineering geology for society and territory – volume 2: landslide processes. Cham: Springer; p. 1065–1068.
    • (2015) Engineering geology for society and territory – volume 2: landslide processes , pp. 1065-1068
    • Calcaterra, S.1    Gambino, P.2    Borrelli, L.3    Muto, F.4    Gullà, G.5
  • 13
    • 84906959076 scopus 로고    scopus 로고
    • Analysis of landslide triggering conditions in the Sarno area using a physically based model
    • G.Capparelli, P.Versace. 2014. Analysis of landslide triggering conditions in the Sarno area using a physically based model. Hydrol Earth Syst Sci. 18:3225–3237.
    • (2014) Hydrol Earth Syst Sci , vol.18 , pp. 3225-3237
    • Capparelli, G.1    Versace, P.2
  • 16
    • 84964510806 scopus 로고
    • La frana attiva del Monte Letè nel contesto della deformazione gravitativa pro-fonda di Dorio (LC) [The active landslide of Mount Letè in the context of pro-founded gravity deformation Dorio (LC)]
    • A.Cerro, R.Gianotti, C.Perotti, A.Piccio, G.Savazzi. 1994. La frana attiva del Monte Letè nel contesto della deformazione gravitativa pro-fonda di Dorio (LC) [The active landslide of Mount Letè in the context of pro-founded gravity deformation Dorio (LC)]. Atti Tic Sc Terra. 37:195–214.
    • (1994) Atti Tic Sc Terra , vol.37 , pp. 195-214
    • Cerro, A.1    Gianotti, R.2    Perotti, C.3    Piccio, A.4    Savazzi, G.5
  • 18
    • 0032143502 scopus 로고    scopus 로고
    • Regionalization of rainfall thresholds: an aid to landslide hazard evaluation
    • G.Crosta 1998. Regionalization of rainfall thresholds: an aid to landslide hazard evaluation. Environm Geol. 35:131–145.
    • (1998) Environm Geol , vol.35 , pp. 131-145
    • Crosta, G.1
  • 19
    • 7044226255 scopus 로고    scopus 로고
    • Landslide types and processes
    • Turner A.K., Schuster R.L., (eds), Washington (DC): National Academy Press
    • D.M.Cruden, D.J.Varnes. 1996. Landslide types and processes. In: A.K.Turner, R.L.Schuster, editors. Landslides: investigation and mitigation. Washington (DC): National Academy Press; p. 36–75.
    • (1996) Landslides: investigation and mitigation , pp. 36-75
    • Cruden, D.M.1    Varnes, D.J.2
  • 20
    • 0033378483 scopus 로고    scopus 로고
    • Slope stability analysis with FLAC
    • Detournay C., Hart R.D., (eds), Proceedings of the International FLAC Symposium on Numerical Modeling in Geomechanics, Minneapolis (MN):
    • E.M.Dawson, W.H.Roth. 1999. Slope stability analysis with FLAC. In: C.Detournay, R.D.Hart, editors. FLAC and numerical modeling in geomechanics. Proceedings of the International FLAC Symposium on Numerical Modeling in Geomechanics; 1999 Sep 9; Minneapolis (MN).
    • (1999) FLAC and numerical modeling in geomechanics
    • Dawson, E.M.1    Roth, W.H.2
  • 21
    • 0141967307 scopus 로고    scopus 로고
    • Improved condition characterisation of coastal defences
    • Allsop N.W.H., (ed), Proceedings of the International conference organized by the Institution of Civil Engineers, London (UK):
    • R.Dawson, J.Hall. 2002. Improved condition characterisation of coastal defences. In: N.W.H.Allsop,, editor. Breakwaters, coastal structures and coastlines. Proceedings of the International conference organized by the Institution of Civil Engineers; 2001 Sep 28; London (UK).
    • (2001) Breakwaters, coastal structures and coastlines
    • Dawson, R.1    Hall, J.2
  • 22
    • 34147167169 scopus 로고    scopus 로고
    • Physical vulnerability modelling in natural hazard risk assessment
    • J.Douglas 2007. Physical vulnerability modelling in natural hazard risk assessment. Nat Hazards Earth Syst Sci. 7:283–288.
    • (2007) Nat Hazards Earth Syst Sci , vol.7 , pp. 283-288
    • Douglas, J.1
  • 23
    • 0028667931 scopus 로고
    • Deep-seated gravitational slope deformations, related landslides and tectonics
    • F.Dramis, M.Sorriso-Valvo. 1994. Deep-seated gravitational slope deformations, related landslides and tectonics. Eng Geol. 38:231–243.
    • (1994) Eng Geol , vol.38 , pp. 231-243
    • Dramis, F.1    Sorriso-Valvo, M.2
  • 25
    • 84964425293 scopus 로고    scopus 로고
    • Aug 10
    • EVS: Effective Porosity: Total Porosity [Internet]. 1999. Lemont: environmental science division; [cited 2012 Aug 10]. Available from: http://web.ead.anl.gov/resrad/datacoll/porosity.htm
    • (2012) Lemont: environmental science division
  • 26
    • 84964425276 scopus 로고
    • Relazione Geologica di Sintesi: Relazione Geologica di Monte Letè
    • Dorio (Italy): Comune di Dorio [Municipality of Dorio]
    • R.Gianotti 1988. Relazione Geologica di Sintesi: Relazione Geologica di Monte Letè [Geological Report Summary: Geological Report of the Mount Letè]. Dorio (Italy): Comune di Dorio [Municipality of Dorio].
    • (1988) Geological Report Summary: Geological Report of the Mount Letè
    • Gianotti, R.1
  • 27
    • 2142656485 scopus 로고    scopus 로고
    • Vulnerability assessment in landslide risk analysis: vulnerabilitätsbewertung in der Naturrisikoanalyse gravitativer Massenbewegungen [Vulnerability assessment in natural risk analysis of gravitational mass movements]
    • T.Glade 2003. Vulnerability assessment in landslide risk analysis: vulnerabilitätsbewertung in der Naturrisikoanalyse gravitativer Massenbewegungen [Vulnerability assessment in natural risk analysis of gravitational mass movements]. Landslide hazard – Vulnerability assessment – Risk analysis. Die Erde. 134:123–146.
    • (2003) Landslide hazard – Vulnerability assessment – Risk analysis. Die Erde , vol.134 , pp. 123-146
    • Glade, T.1
  • 29
    • 0031432421 scopus 로고    scopus 로고
    • Practical estimates of rock mass strength
    • E.Hoek, E.Brown. 1997. Practical estimates of rock mass strength. Int J Rock Mech Mining Sci. 34:1165–1186.
    • (1997) Int J Rock Mech Mining Sci , vol.34 , pp. 1165-1186
    • Hoek, E.1    Brown, E.2
  • 30
    • 77649233263 scopus 로고    scopus 로고
    • Implementation and integrated numerical modeling of a landslide early-warning system: a pilot study in Colombia
    • C.Huggel, N.Khabarov, M.Obersteiner, J.M.Ramírez. 2010. Implementation and integrated numerical modeling of a landslide early-warning system: a pilot study in Colombia. Nat Hazards. 52:501–518.
    • (2010) Nat Hazards , vol.52 , pp. 501-518
    • Huggel, C.1    Khabarov, N.2    Obersteiner, M.3    Ramírez, J.M.4
  • 31
    • 84897581301 scopus 로고    scopus 로고
    • The Varnes classification of landslide types, an update
    • O.Hungr, S.Leroueil, L.Picarelli. 2014. The Varnes classification of landslide types, an update. Landslides. 11:167–194.
    • (2014) Landslides , vol.11 , pp. 167-194
    • Hungr, O.1    Leroueil, S.2    Picarelli, L.3
  • 32
    • 84964475041 scopus 로고    scopus 로고
    • Geology map, Componente geologica, idrogeologica e sismica del Piano di Governo del Territorio
    • Dorio (LC): Commune di Dorio
    • P.Invernizzi, M.Lambrugo. 2005. Geology map, Componente geologica, idrogeologica e sismica del Piano di Governo del Territorio [Geological component, hydrogeological and seismic plan of the Territory] [map]. Dorio (LC): Commune di Dorio. 57 sheet: 1:10,000; digital; color.
    • (2005) Geological component, hydrogeological and seismic plan of the Territory] [map] , vol.1
    • Invernizzi, P.1    Lambrugo, M.2
  • 33
    • 84964417573 scopus 로고    scopus 로고
    • Paper presented at: 7th U.S. National Conference on Earthquake Engineering, Mira Digital Publishing, Boston, USA:
    • J.B.Jernigan, H.Hwang. 2002. Development of bridge fragility curves. Paper presented at: 7th U.S. National Conference on Earthquake Engineering. Mira Digital Publishing; Boston, USA.
    • (2002) Development of bridge fragility curves
    • Jernigan, J.B.1    Hwang, H.2
  • 34
    • 84893704766 scopus 로고    scopus 로고
    • Morphological analysis of deep-seated gravitational slope deformation (DSGSD) in the western part of the Argentera massif. A morpho-tectonic control
    • H.Jomard, T.Lebourg, Y.Guglielmi. 2014. Morphological analysis of deep-seated gravitational slope deformation (DSGSD) in the western part of the Argentera massif. A morpho-tectonic control? Landslides. 11:107–117.
    • (2014) Landslides , vol.11 , pp. 107-117
    • Jomard, H.1    Lebourg, T.2    Guglielmi, Y.3
  • 35
    • 34249945599 scopus 로고    scopus 로고
    • Geology: assessing landslide hazards
    • D.K.Keefer, M.C.Larsen. 2007. Geology: assessing landslide hazards. Science. 316:1136–1138.
    • (2007) Science , vol.316 , pp. 1136-1138
    • Keefer, D.K.1    Larsen, M.C.2
  • 36
    • 84865995565 scopus 로고    scopus 로고
    • Surface and subsurface non-invasive investigations to improve the characterization of a fractured rock mass
    • L.Longoni, D.Arosio, M.Scaioni, M.Papini, L.Zanzi, R.Roncella, D.Brambilla. 2012. Surface and subsurface non-invasive investigations to improve the characterization of a fractured rock mass. J Geophys Eng. 9:461–472.
    • (2012) J Geophys Eng , vol.9 , pp. 461-472
    • Longoni, L.1    Arosio, D.2    Scaioni, M.3    Papini, M.4    Zanzi, L.5    Roncella, R.6    Brambilla, D.7
  • 42
    • 77956373180 scopus 로고    scopus 로고
    • Parametric studies and quantitative assessment of the vulnerability of a RC frame building exposed to differential settlements
    • C.Negulescu, E.Foerster. 2010. Parametric studies and quantitative assessment of the vulnerability of a RC frame building exposed to differential settlements. Nat Hazards Earth Syst Sci. 10:1781–1792.
    • (2010) Nat Hazards Earth Syst Sci , vol.10 , pp. 1781-1792
    • Negulescu, C.1    Foerster, E.2
  • 43
    • 84964422770 scopus 로고
    • Studio Geologico Tecnico del Movimento Franoso del Monte Letè(Como) [Study of the technical geology of the Landslide Mount Letè(Como)]
    • Pavia: University of Pavia
    • R.Nicrosini 1987. Studio Geologico Tecnico del Movimento Franoso del Monte Letè (Como) [Study of the technical geology of the Landslide Mount Letè (Como)] [dissertation]. Pavia: University of Pavia.
    • (1987) dissertation
    • Nicrosini, R.1
  • 44
    • 34247648717 scopus 로고    scopus 로고
    • Seismic fragility methodology for highway bridges using a component level approach
    • B.G.Nielson, R.DesRoches. 2007. Seismic fragility methodology for highway bridges using a component level approach. Earthquake Engng Struct Dyn. 36:823–839.
    • (2007) Earthquake Engng Struct Dyn , vol.36 , pp. 823-839
    • Nielson, B.G.1    DesRoches, R.2
  • 46
    • 84964435175 scopus 로고
    • Le glissement du Monte Letè [The slide of the Mount Letè]
    • Bonnard C., (ed), Proceedings of the Fifth International Symposium on Landslides, Lausanne (Switzerland):
    • A.Piccio 1988. Le glissement du Monte Letè [The slide of the Mount Letè]. In: C.Bonnard, editor. Glissements de terrain [Landslides]. Proceedings of the Fifth International Symposium on Landslides 1988 Jul 15; Lausanne (Switzerland).
    • (1988) Glissements de terrain [Landslides]
    • Piccio, A.1
  • 48
    • 82655189289 scopus 로고    scopus 로고
    • On integrated sediment transport modelling for flash events in mountain environments
    • A.Radice, E.Giorgetti, D.Brambilla, L.Longoni, M.Papini. 2012. On integrated sediment transport modelling for flash events in mountain environments. Acta Geophysica. 60:191–213.
    • (2012) Acta Geophysica , vol.60 , pp. 191-213
    • Radice, A.1    Giorgetti, E.2    Brambilla, D.3    Longoni, L.4    Papini, M.5
  • 49
    • 84964529540 scopus 로고    scopus 로고
    • Geotechnical assessment and classification of ultrabasic rock masses in the South of Mashhad based on GSI and RMi classification systems
    • Z.N.Razmi, G.R.Lashkaripour, M.Ghafoori. 2014. Geotechnical assessment and classification of ultrabasic rock masses in the South of Mashhad based on GSI and RMi classification systems. Int J Adv Earth Sci. 3:61–72.
    • (2014) Int J Adv Earth Sci , vol.3 , pp. 61-72
    • Razmi, Z.N.1    Lashkaripour, G.R.2    Ghafoori, M.3
  • 50
    • 0038603088 scopus 로고    scopus 로고
    • Derivation of vulnerability functions for European-type RC structures based on observational data
    • T.Rossetto, A.Elnashai. 2003. Derivation of vulnerability functions for European-type RC structures based on observational data. Eng Struct. 25:1241–1263.
    • (2003) Eng Struct , vol.25 , pp. 1241-1263
    • Rossetto, T.1    Elnashai, A.2
  • 51
    • 84964417607 scopus 로고
    • Relazione Tecnica sui Sondaggi Geognostici Eseguiti Press il Contiere Edilvie in Sommafiume di Sueglio (LC) [Technical report on drilling geognostic Performed At The Construction Site in Sommafiume of Sueglio (LC)]
    • Dorio: Comune di Dorio
    • F.Rossini 1991. Relazione Tecnica sui Sondaggi Geognostici Eseguiti Press il Contiere Edilvie in Sommafiume di Sueglio (LC) [Technical report on drilling geognostic Performed At The Construction Site in Sommafiume of Sueglio (LC)]: Sondaggi no [Drill No]: S1-S2-S3-S4-S5-E1-E2-E3-E4-E5. Dorio: Comune di Dorio.
    • (1991) Sondaggi no [Drill No]: S1-S2-S3-S4-S5-E1-E2-E3-E4-E5
    • Rossini, F.1
  • 54
    • 84920092013 scopus 로고    scopus 로고
    • Remote sensing for landslide investigations: an overview of recent achievements and perspectives
    • M.Scaioni, L.Longoni, V.Melillo, M.Papini. 2014. Remote sensing for landslide investigations: an overview of recent achievements and perspectives. Remote Sensing. 6:9600–9652.
    • (2014) Remote Sensing , vol.6 , pp. 9600-9652
    • Scaioni, M.1    Longoni, L.2    Melillo, V.3    Papini, M.4
  • 56
  • 57
    • 84964529534 scopus 로고    scopus 로고
    • Paper presented at: From Theory to Practice International Flood Risk Management Approaches (USACE), Washington (DC):
    • J.Simm 2010. Fragility curves and their use in UK flood risk management. Paper presented at: From Theory to Practice International Flood Risk Management Approaches (USACE); Washington (DC).
    • (2010) Fragility curves and their use in UK flood risk management
    • Simm, J.1
  • 58
    • 84964554900 scopus 로고    scopus 로고
    • Rock mass rating and geological strength index of rock masses of Thopal-Malekhu river areas, central Nepal lesser himalaya
    • J.L.Singh, N.K.Tamrakar. 2013. Rock mass rating and geological strength index of rock masses of Thopal-Malekhu river areas, central Nepal lesser himalaya. Bull Dept Geol. 16:29–42.
    • (2013) Bull Dept Geol , vol.16 , pp. 29-42
    • Singh, J.L.1    Tamrakar, N.K.2
  • 59
    • 84900456163 scopus 로고    scopus 로고
    • A new approach to flood vulnerability assessment for historic buildings in England
    • V.Stephenson, D.D'Ayala. 2014. A new approach to flood vulnerability assessment for historic buildings in England. Nat Hazards Earth Syst Sci. 14:1035–1048.
    • (2014) Nat Hazards Earth Syst Sci , vol.14 , pp. 1035-1048
    • Stephenson, V.1    D'Ayala, D.2
  • 60
    • 84859422829 scopus 로고    scopus 로고
    • Progressive failure of sheeted rock slopes: the 2009-2010 Rhombus Wall rock falls in Yosemite Valley, California, USA
    • G.M.Stock, S.J.Martel, B.D.Collins, E.L.Harp. 2012. Progressive failure of sheeted rock slopes: the 2009-2010 Rhombus Wall rock falls in Yosemite Valley, California, USA. Earth Surf Process Landforms. 37:546–61.
    • (2012) Earth Surf Process Landforms , vol.37 , pp. 546-561
    • Stock, G.M.1    Martel, S.J.2    Collins, B.D.3    Harp, E.L.4
  • 61
    • 84890551014 scopus 로고    scopus 로고
    • Possible impacts of climate change on debris-flow activity in the Swiss Alps
    • M.Stoffel, T.Mendlik, M.Schneuwly-Bollschweiler, A.Gobiet. 2014. Possible impacts of climate change on debris-flow activity in the Swiss Alps. Climatic Change. 122:141–155.
    • (2014) Climatic Change , vol.122 , pp. 141-155
    • Stoffel, M.1    Mendlik, T.2    Schneuwly-Bollschweiler, M.3    Gobiet, A.4
  • 62
    • 78951492323 scopus 로고    scopus 로고
    • Developing tsunami fragility curves based on the satellite remote sensing and the numerical modeling of the 2004 Indian Ocean tsunami in Thailand
    • A.Suppasri, S.Koshimura, F.Imamura. 2011. Developing tsunami fragility curves based on the satellite remote sensing and the numerical modeling of the 2004 Indian Ocean tsunami in Thailand. Nat Hazards Earth Syst Sci. 11:173–189.
    • (2011) Nat Hazards Earth Syst Sci , vol.11 , pp. 173-189
    • Suppasri, A.1    Koshimura, S.2    Imamura, F.3
  • 63
    • 0032143572 scopus 로고    scopus 로고
    • The determination of statistical and deterministic hydrological landslide-triggering thresholds
    • M.T.J.Terlien 1998. The determination of statistical and deterministic hydrological landslide-triggering thresholds. Environm Geol. 35:124–130.
    • (1998) Environm Geol , vol.35 , pp. 124-130
    • Terlien, M.T.J.1
  • 65
    • 0003820980 scopus 로고
    • Slope movement types and processes
    • Schuster R.L., Krizek R.J., (eds), Washington (DC): National Academy of Sciences
    • D.J.Varnes 1978. Slope movement types and processes. In: R.L.Schuster, R.J.Krizek, editors. Landslides, analysis and control, Special Report 176. Washington (DC): National Academy of Sciences. p. 11–33.
    • (1978) Landslides, analysis and control, Special Report 176 , pp. 11-33
    • Varnes, D.J.1
  • 66
    • 76149120444 scopus 로고    scopus 로고
    • Development of dike fragility curves for piping and micro-instability breach mechanisms
    • S.Vorogushyn, B.Merz, H.Apel. 2009. Development of dike fragility curves for piping and micro-instability breach mechanisms. Nat Hazards Earth Syst Sci. 9:1383–1401.
    • (2009) Nat Hazards Earth Syst Sci , vol.9 , pp. 1383-1401
    • Vorogushyn, S.1    Merz, B.2    Apel, H.3


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