메뉴 건너뛰기




Volumn 31, Issue 2, 2006, Pages 235-247

Rainfall-induced landslide hazard assessment using artificial neural networks

Author keywords

Back propagation neural networks; Geographical information systems; Hazard; Landslides; Rainfall

Indexed keywords

BACKPROPAGATION; GEOGRAPHIC INFORMATION SYSTEMS; HAZARDS; LAND USE; LITHOLOGY; NEURAL NETWORKS; PROBABILITY; RAIN; RISK ASSESSMENT;

EID: 32544437355     PISSN: 01979337     EISSN: None     Source Type: Journal    
DOI: 10.1002/esp.1236     Document Type: Article
Times cited : (45)

References (31)
  • 1
  • 2
    • 2942614902 scopus 로고    scopus 로고
    • Hazard assessment of rainfall-induced landsliding in Mexico
    • Alcantara-Ayala I. 2004. Hazard assessment of rainfall-induced landsliding in Mexico. Geomorphology 61: 19-40.
    • (2004) Geomorphology , vol.61 , pp. 19-40
    • Alcantara-Ayala, I.1
  • 3
    • 0032420126 scopus 로고    scopus 로고
    • Generalized linear modelling of susceptibility to landsliding in the central Apennines, Italy
    • Atkinson PM, Massari R. 1998. Generalized linear modelling of susceptibility to landsliding in the central Apennines, Italy. Computers & Geosciences 24: 373-385.
    • (1998) Computers & Geosciences , vol.24 , pp. 373-385
    • Atkinson, P.M.1    Massari, R.2
  • 4
    • 32544446097 scopus 로고    scopus 로고
    • The Venezuela flash floods and debris flows of 15-16 December 1999
    • Brandes H. 2000. The Venezuela flash floods and debris flows of 15-16 December 1999. Landslide News 13: 5-7.
    • (2000) Landslide News , vol.13 , pp. 5-7
    • Brandes, H.1
  • 5
    • 0036866148 scopus 로고    scopus 로고
    • Risk assessment from debris flows in pyroclastic deposits along a motorway, Italy
    • Budetta P. 2002. Risk assessment from debris flows in pyroclastic deposits along a motorway, Italy. Engineering Geology 61: 293-310.
    • (2002) Engineering Geology , vol.61 , pp. 293-310
    • Budetta, P.1
  • 6
    • 0000110716 scopus 로고
    • A multivariate model for landslide hazard evaluation
    • Carrara A. 1983. A multivariate model for landslide hazard evaluation. Mathematical Geology 15: 403-426.
    • (1983) Mathematical Geology , vol.15 , pp. 403-426
    • Carrara, A.1
  • 8
    • 0002347970 scopus 로고
    • Multivariate regression analysis for landslide hazard zonation
    • Carrara A, Guzzetti F (eds). Kluwer Academic Publishers: Dordrecht, The Netherlands
    • Chung CF, Fabbri AG. 1995. Multivariate regression analysis for landslide hazard zonation. In Geographical Information Systems in Assessing Natural Hazards, Carrara A, Guzzetti F (eds). Kluwer Academic Publishers: Dordrecht, The Netherlands; 107-142.
    • (1995) Geographical Information Systems in Assessing Natural Hazards , pp. 107-142
    • Chung, C.F.1    Fabbri, A.G.2
  • 9
    • 7044226255 scopus 로고    scopus 로고
    • Landslide types and processes
    • Turner AK, Schuster RL (eds). Transportation Research Board Special Report 247. National Research Council. National Academy Press: Washington DC
    • Cruden DM, Varnes DJ. 1996. Landslide types and processes. In Landslides Investigation and Mitigation, Turner AK, Schuster RL (eds). Transportation Research Board Special Report 247. National Research Council. National Academy Press: Washington DC; 36-75.
    • (1996) Landslides Investigation and Mitigation , pp. 36-75
    • Cruden, D.M.1    Varnes, D.J.2
  • 10
    • 0034739931 scopus 로고    scopus 로고
    • Terrain-based mapping of landslide susceptibility using a geographical information system: A case study
    • Dai FC, Lee CF. 2001. Terrain-based mapping of landslide susceptibility using a geographical information system: a case study. Canadian Geotechnical Journal 38(5): 911-923.
    • (2001) Canadian Geotechnical Journal , vol.38 , Issue.5 , pp. 911-923
    • Dai, F.C.1    Lee, C.F.2
  • 11
    • 0024191016 scopus 로고
    • Landslides, floods, and marine effects of the storm of January 3-5, 1982, in the San Francisco Bay region, California
    • Ellen SG, Wieczorek GF. 1988. Landslides, floods, and marine effects of the storm of January 3-5, 1982, in the San Francisco Bay region, California, US Geological Survey Professional Paper.
    • (1988) US Geological Survey Professional Paper
    • Ellen, S.G.1    Wieczorek, G.F.2
  • 12
    • 0343069785 scopus 로고    scopus 로고
    • Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, Central Italy
    • Guzzetti F, Carrarra 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.
    • (1999) Geomorphology , vol.31 , pp. 181-216
    • Guzzetti, F.1    Carrarra, A.2    Cardinali, M.3    Reichenbach, P.4
  • 14
    • 32544433253 scopus 로고    scopus 로고
    • Japan Meteorological Agency website [2004]
    • Japan Meteorological Agency website. 2004. http://www.data.kishou.go.jp/ [2004].
    • (2004)
  • 15
    • 85017074822 scopus 로고
    • The Mameyes, Puerto Rico, landslide disaster of October 7 1985
    • Johnson JA, Slosson JE (eds). Reviews in Engineering Geology. Geological Society of America
    • Jibson RW. 1992. The Mameyes, Puerto Rico, landslide disaster of October 7 1985. In Landslides/Landslide Mitigation, Johnson JA, Slosson JE (eds). Reviews in Engineering Geology. Geological Society of America: 37-54.
    • (1992) Landslides/Landslide Mitigation , pp. 37-54
    • Jibson, R.W.1
  • 16
    • 0034351592 scopus 로고    scopus 로고
    • A method for producing a digital probabilistic seismic landslide hazard maps
    • Jibson RW, Harp EL, Michael JA. 2000. A method for producing a digital probabilistic seismic landslide hazard maps. Engineering Geology 58: 271-289.
    • (2000) Engineering Geology , vol.58 , pp. 271-289
    • Jibson, R.W.1    Harp, E.L.2    Michael, J.A.3
  • 17
    • 0035100416 scopus 로고    scopus 로고
    • The 1998 debris avalanche at Casita Volcano, Nicaragua - Investigation of structural deformation as the cause of slope instability using remote sensing
    • Kerle N, de Vries BVW. 2001. The 1998 debris avalanche at Casita Volcano, Nicaragua - investigation of structural deformation as the cause of slope instability using remote sensing. Journal of Volcanology and Geothermal Research 105(1-2): 49-63.
    • (2001) Journal of Volcanology and Geothermal Research , vol.105 , Issue.1-2 , pp. 49-63
    • Kerle, N.1    de Vries, B.V.W.2
  • 18
    • 0345566244 scopus 로고    scopus 로고
    • Landslide susceptibility analysis using GIS and artificial neural network
    • Lee S, Ryu JH, Min K, Won JS. 2003. Landslide susceptibility analysis using GIS and artificial neural network. Earth Surface Processes and Landforms 28(12): 1361-1376.
    • (2003) Earth Surface Processes and Landforms , vol.28 , Issue.12 , pp. 1361-1376
    • Lee, S.1    Ryu, J.H.2    Min, K.3    Won, J.S.4
  • 19
    • 0346352284 scopus 로고    scopus 로고
    • Neural networks applications in the geosciences: An introduction
    • Lees BG. 1996. Neural networks applications in the geosciences: an introduction. Computers & Geosciences 22: 955-957.
    • (1996) Computers & Geosciences , vol.22 , pp. 955-957
    • Lees, B.G.1
  • 20
    • 32544458442 scopus 로고
    • The Morin debris-flow disaster at Petropolis City, Rio de Janeiro State, Brazil
    • Ogura AT, Filho, OA. 1991. The Morin debris-flow disaster at Petropolis City, Rio de Janeiro State, Brazil. Landslide News 5: 22-24.
    • (1991) Landslide News , vol.5 , pp. 22-24
    • Ogura, A.T.1    Filho, O.A.2
  • 21
    • 32644470915 scopus 로고    scopus 로고
    • Assessing terrain stability in a GIS using SINMAP
    • GIS 2001, Vancouver, British Columbia (available on the Internet at
    • Pack RT. Tarboton DG, Goodwin CN. 2001. Assessing terrain stability in a GIS using SINMAP. Proceeding of 15th Annual GIS Conference, GIS 2001, Vancouver, British Columbia (available on the Internet at http://hydrology.neng.usu.edu/sinmap/gis2001.pdf.
    • (2001) Proceeding of 15th Annual GIS Conference
    • Pack, R.T.1    Tarboton, D.G.2    Goodwin, C.N.3
  • 22
    • 0003142425 scopus 로고    scopus 로고
    • The La Josefina rockslide, in the 1993 La Josefina rockslide and Río Paute landslide dam
    • Sassa K (ed.). Kyoto University Press: Kyoto
    • Plaza-Nieto G, Zevallos O. 1999. The La Josefina rockslide, in the 1993 La Josefina rockslide and Río Paute landslide dam. In Landslides of the World, Sassa K (ed.). Kyoto University Press: Kyoto; 355-358.
    • (1999) Landslides of the World , pp. 355-358
    • Plaza-Nieto, G.1    Zevallos, O.2
  • 23
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart DE, Hinton GE, Williams RJ. 1986. Learning representations by back-propagating errors. Nature 323: 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 24
    • 0028599072 scopus 로고
    • Hazards: Singularities in geomorphic systems
    • Scheidegger AE. 1994. Hazards: singularities in geomorphic systems. Geomorphology 10: 19-25.
    • (1994) Geomorphology , vol.10 , pp. 19-25
    • Scheidegger, A.E.1
  • 25
    • 0025206332 scopus 로고
    • Probabilistic Neural Networks
    • Specht DF. 1990. Probabilistic Neural Networks. Neural Networks 3: 109-118.
    • (1990) Neural Networks , vol.3 , pp. 109-118
    • Specht, D.F.1
  • 26
    • 36148969568 scopus 로고    scopus 로고
    • Characteristics of heavy rainfall disaster in the Kyushu district from July 19 to 21 2003
    • Ushiyama M. 2004. Characteristics of heavy rainfall disaster in the Kyushu district from July 19 to 21 2003. Journal of Natural Disaster Science 22(4): 376-385.
    • (2004) Journal of Natural Disaster Science , vol.22 , Issue.4 , pp. 376-385
    • Ushiyama, M.1
  • 27
    • 32544452333 scopus 로고
    • Characteristics and cost evaluation of landslides in Chile
    • Oliveira R, Rodrigues LF, Coelho AG, Cunha AP (eds). Balkema: Rotterdam
    • Van Sint Jan ML. 1994. Characteristics and cost evaluation of landslides in Chile. In Proceedings of 7th International IAEG Congress, Oliveira R, Rodrigues LF, Coelho AG, Cunha AP (eds). Balkema: Rotterdam; 1713-1720.
    • (1994) Proceedings of 7th International IAEG Congress , pp. 1713-1720
    • Van Sint Jan, M.L.1
  • 28
    • 0000509994 scopus 로고
    • GIS in landslide hazard zonation: A review with examples from the Colombian Andes
    • Price MF, Heywood DI (eds), Taylor and Francis: London
    • van Westen CJ. 1994. GIS in landslide hazard zonation: a review with examples from the Colombian Andes. In: Mountain Environments & Geographic Information Systems, Price MF, Heywood DI (eds), Taylor and Francis: London; 135-165.
    • (1994) Mountain Environments & Geographic Information Systems , pp. 135-165
    • van Westen, C.J.1
  • 29
    • 0030446895 scopus 로고    scopus 로고
    • An approach towards deterministic landslide hazard analysis in GIS: A case study from Manizales Colombia
    • van Westen, CJ, Terlien TJ. 1996. An approach towards deterministic landslide hazard analysis in GIS: a case study from Manizales Colombia. Earth Surface of Processes and Landforms 21: 853-868.
    • (1996) Earth Surface of Processes and Landforms , vol.21 , pp. 853-868
    • van Westen, C.J.1    Terlien, T.J.2
  • 31
    • 0037368239 scopus 로고    scopus 로고
    • Spatial probabilistic modeling of slope failure using an integrated GIS Monte Carlo simulation approach
    • Zhou G, Esaki T, Mitani Y, Xie M, Mori J. 2003. Spatial probabilistic modeling of slope failure using an integrated GIS Monte Carlo simulation approach. Engineering Geology 68: 373-386.
    • (2003) Engineering Geology , vol.68 , pp. 373-386
    • Zhou, G.1    Esaki, T.2    Mitani, Y.3    Xie, M.4    Mori, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.