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Volumn 12, Issue 8, 2012, Pages 2719-2729

Rainfall and earthquake-induced landslide susceptibility assessment using GIS and Artificial Neural Network

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL PHOTOGRAPH; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; DATA INTERPRETATION; EARTHQUAKE MECHANISM; GEOLOGICAL MAPPING; GIS; LANDSLIDE; RAINFALL; SLOPE DYNAMICS; SLOPE STABILITY; SPATIAL DISTRIBUTION;

EID: 84866312529     PISSN: 15618633     EISSN: 16849981     Source Type: Journal    
DOI: 10.5194/nhess-12-2719-2012     Document Type: Article
Times cited : (55)

References (34)
  • 3
    • 28744433717 scopus 로고    scopus 로고
    • Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses
    • DOI 10.1016/j.geomorph.2005.05.011, PII S0169555X05001856
    • Can, T., Nefeslioglu, H. A., Gokceoglu, C., Sonmez, H., and Duman, T. Y.: Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three subcatchments by logistic regression analyses, Geomorphology 72, 250-271, 2005. (Pubitemid 41754589)
    • (2005) Geomorphology , vol.72 , Issue.1-4 , pp. 250-271
    • Can, T.1    Nefeslioglu, H.A.2    Gokceoglu, C.3    Sonmez, H.4    Duman, T.Y.5
  • 5
    • 34447324978 scopus 로고    scopus 로고
    • Modeling typhoonand earthquake-induced landslides in a mountainous watershed using logistic regression
    • Chang, K. T., Chiang, S. H., and Hsu, M. L.: Modeling typhoonand earthquake-induced landslides in a mountainous watershed using logistic regression, Geomorphology, 89, 335-347, 2007.
    • (2007) Geomorphology , vol.89 , pp. 335-347
    • Chang, K.T.1    Chiang, S.H.2    Hsu, M.L.3
  • 6
    • 0032736758 scopus 로고    scopus 로고
    • Probabilistic prediction models for landslide hazard mapping
    • Chung, C. F. and Fabbri, A. G.: Probabilistic prediction models for landslide hazard mapping, Photogramm. Eng. Remote Sens., 65, 1389-1399, 1999.
    • (1999) Photogramm. Eng. Remote Sens , vol.65 , pp. 1389-1399
    • Chung, C.F.1    Fabbri, A.G.2
  • 7
    • 38149024142 scopus 로고    scopus 로고
    • GIS analysis to assess landslide susceptibility in a fluvial basin of NW Sicily (Italy)
    • Conoscenti, C., Maggio, C. D. and Rotigliano, E.: GIS analysis to assess landslide susceptibility in a fluvial basin of NW Sicily (Italy), Geomorphology, 94, 325-339, 2008.
    • (2008) Geomorphology , vol.94 , pp. 325-339
    • Conoscenti, C.1    Maggio, C.D.2    Rotigliano, E.3
  • 8
    • 29144496986 scopus 로고    scopus 로고
    • Multiple-occurrence regional landslide events in New Zealand: Hazard management issues
    • DOI 10.1007/s10346-005-0019-7
    • Crozier, M. J.: Multiple-occurrence regional landslide events in New Zealand: Hazard management issues, Landslides, 2, 247- 256, doi:10.1007/s10346- 005-0019-7, 2005. (Pubitemid 41806882)
    • (2005) Landslides , vol.2 , Issue.4 , pp. 247-256
    • Crozier, M.J.1
  • 9
    • 48949089257 scopus 로고    scopus 로고
    • Representative rainfall thresholds for landslides in the Nepal Himalaya
    • Dahal, R. K. and Hasegawa, S.: Representative rainfall thresholds for landslides in the Nepal Himalaya, Geomorphology, 100, 429- 443, 2008.
    • (2008) Geomorphology , vol.100 , pp. 429-443
    • Dahal, R.K.1    Hasegawa, S.2
  • 10
    • 0036134698 scopus 로고    scopus 로고
    • Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong
    • DOI 10.1016/S0169-555X(01)00087-3, PII S0169555X01000873
    • Dai, F. C. and Lee, C. F.: Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong, Geomorphology, 42, 213-228, 2002. (Pubitemid 34010746)
    • (2002) Geomorphology , vol.42 , Issue.3-4 , pp. 213-228
    • Dai, F.C.1    Lee, C.F.2
  • 11
    • 14844322351 scopus 로고    scopus 로고
    • Artificial Neural Networks applied to landslide susceptibility assessment
    • DOI 10.1016/j.geomorph.2004.09.025, PII S0169555X04002272
    • Ermini, L., Catani, F., and Casagli, N.: Artificial neural networks applied to landslide susceptibility assessment, Geomorphology, 66, 327-343, 2005. (Pubitemid 40350814)
    • (2005) Geomorphology , vol.66 , Issue.1-4 SPEC. ISSUE , pp. 327-343
    • Ermini, L.1    Catani, F.2    Casagli, N.3
  • 12
    • 84929989295 scopus 로고
    • Where and why artificial neural networks are applicable
    • Garrett, J.: Where and why artificial neural networks are applicable in civil engineering, J. Comput. Civil Eng., 8, 129-130, 1994.
    • (1994) Civil Engineering J. Comput. Civil Eng , vol.8 , pp. 129-130
    • Garrett, J.1
  • 13
    • 0033843628 scopus 로고    scopus 로고
    • Applying probability determination to refine landslide-triggering rainfall thresholds using an empirical 'Antecedent Daily Rainfall Model'
    • Landslides and Tsunamis
    • Glade, T., Crozier, M. J., and Smith, P.: Applying Probability Determination to Refine Landslide-triggering Rainfall Thresholds Using an Empirical "Antecedent Daily Rainfall Model", Pure Appl. Geophys., 157, 1059-1079, 2000. (Pubitemid 30664531)
    • (2000) Pure and Applied Geophysics , vol.157 , Issue.6-8 , pp. 1059-1079
    • Glade, T.1    Crozier, M.2    Smith, P.3
  • 14
    • 28744438107 scopus 로고    scopus 로고
    • Probabilistic landslide hazard assessment at the basin scale
    • DOI 10.1016/j.geomorph.2005.06.002, PII S0169555X05001911
    • Guzzetti, F., Reichenbach, P., Cardinali, M., Galli, M., and Ardizzone, F.: Probabilistic landslide hazard assessment at the basin scale, Geomorphology 72, 272-299, 2005. (Pubitemid 41754590)
    • (2005) Geomorphology , vol.72 , Issue.1-4 , pp. 272-299
    • Guzzetti, F.1    Reichenbach, P.2    Cardinali, M.3    Galli, M.4    Ardizzone, F.5
  • 15
    • 33749586744 scopus 로고    scopus 로고
    • Estimating the quality of landslide susceptibility models
    • DOI 10.1016/j.geomorph.2006.04.007, PII S0169555X06001371
    • Guzzetti, F., Reichenbach, P., Ardizzone, F., Cardinali, M., and Galli, M.: Estimating the quality of landslide susceptibility models, Geomorphology, 81, 166-184, 2006. (Pubitemid 44542523)
    • (2006) Geomorphology , vol.81 , Issue.1-2 , pp. 166-184
    • Guzzetti, F.1    Reichenbach, P.2    Ardizzone, F.3    Cardinali, M.4    Galli, M.5
  • 17
    • 52949154318 scopus 로고    scopus 로고
    • Gis-based landslide susceptibility mapping for the 2005 kashmir earthquake region
    • Kamp, U., Growley, B. J., and Khattak, G. A.: GIS-Based Landslide Susceptibility Mapping for the 2005 Kashmir Earthquake Region, Geomorphology, 101, 631-642, 2008.
    • (2008) Geomorphology , vol.101 , pp. 631-642
    • Kamp, U.1    Growley, B.J.2    Khattak, G.A.3
  • 18
    • 33744829751 scopus 로고    scopus 로고
    • A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling Himalayas
    • DOI 10.1016/j.enggeo.2006.03.004, PII S001379520600113X
    • Kanungo, D. P., Arora, M. K., Sarkar, S., and Gupta, R. P.: A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling Himalayas, Eng. Geol., 85, 347-366, 2006. (Pubitemid 43827506)
    • (2006) Engineering Geology , vol.85 , Issue.3-4 , pp. 347-366
    • Kanungo, D.P.1    Arora, M.K.2    Sarkar, S.3    Gupta, R.P.4
  • 19
    • 0034351597 scopus 로고    scopus 로고
    • Statistical analysis of an earthquake-induced landslide distribution of the 1989 loma prieta, california event
    • Keefer, D. K.: Statistical analysis of an earthquake-induced landslide distribution of the 1989 Loma Prieta, California event, Eng. Geol. 58, 231-249, 2000.
    • (2000) Eng. Geol , vol.58 , pp. 231-249
    • Keefer, D.K.1
  • 20
    • 44649117339 scopus 로고    scopus 로고
    • Statistical approach to earthquake induced landslide susceptibility
    • Lee, C. T., Huang, J. F., Lee, K. L., Pan, K. L., Lin, M. L., and Dong, J. J.: Statistical approach to earthquake induced landslide susceptibility, Eng. Geol., 100, 43-58, 2008.
    • (2008) Eng. Geol , vol.100 , pp. 43-58
    • Lee, C.T.1    Huang, J.F.2    Lee, K.L.3    Pan, K.L.4    Lin, M.L.5    Dong, J.J.6
  • 21
    • 33746647308 scopus 로고    scopus 로고
    • Earthquake-induced landslide-susceptibility mapping using an artificial neural network
    • Lee, S. and Evangelista, D. G.: Earthquake-induced landslidesusceptibility mapping using an artificial neural network, Nat. Hazards Earth Syst. Sci., 6, 687-695, doi:10.5194/nhess-6-687- 2006, 2006. (Pubitemid 44146710)
    • (2006) Natural Hazards and Earth System Science , vol.6 , Issue.5 , pp. 687-695
    • Lee, S.1    Evangelista, D.G.2
  • 22
    • 14844322351 scopus 로고    scopus 로고
    • Artificial neural networks applied to landslide susceptibility assessment
    • Leonardo, E., Filipp, C. and Nicola, C.: Artificial Neural Networks applied to landslide susceptibility assessment, Geomorphology, 66, 327-343, 2005.
    • (2005) Geomorphology , vol.66 , pp. 327-343
    • Leonardo, E.1    Filipp, C.2    Nicola, C.3
  • 23
    • 33746455239 scopus 로고    scopus 로고
    • Impacts of the chi-chi earthquake on subsequent rainfall induced landslides in central taiwan
    • Lin, C. W., Liu, S. H., Lee, S. Y., and Liu, C. C.: Impacts of the Chi-Chi earthquake on subsequent rainfall induced landslides in central Taiwan, Eng. Geol., 86, 87-101, 2006.
    • (2006) Eng. Geol , Issue.86 , pp. 87-101
    • Lin, C.W.1    Liu, S.H.2    Lee, S.Y.3    Liu, C.C.4
  • 24
    • 40649084527 scopus 로고    scopus 로고
    • An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps
    • Nefeslioglu, H. A., Gokceoglu, C., and Sonmez, H.: An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps, Eng. Geol., 97, 171-191, 2008.
    • (2008) Eng. Geol , vol.97 , pp. 171-191
    • Nefeslioglu, H.A.1    Gokceoglu, C.2    Sonmez, H.3
  • 25
    • 76749088419 scopus 로고    scopus 로고
    • Landslide susceptibility assessment and factor effect analysis: Backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modeling
    • Pradhan, B. and Lee, S.: Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modeling, Environ. Modell. Softw., 25, 747-759, 2010.
    • (2010) Environ. Modell. Softw , vol.25 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 26
    • 77957800156 scopus 로고    scopus 로고
    • Spatial distribution analysis of landslides triggered by 2008.5.12Wenchuan earthquake
    • Qi, S. W., Xu, Q., Lan, H. X., Zhang, B., and Liu, J. Y.: Spatial distribution analysis of landslides triggered by 2008.5.12Wenchuan Earthquake, China", Eng. Geol., 116, 95-108, 2010.
    • (2010) China Eng. Geol , vol.116 , pp. 95-108
    • Qi, S.W.1    Xu, Q.2    Lan, H.X.3    Zhang, B.4    Liu, J.Y.5
  • 28
    • 78951494004 scopus 로고    scopus 로고
    • Landslide hazard assessment of the 2008 wenchuan earthquake: A case study in beichuan area
    • Tang, C., Zhu, J., and Qi, X.: Landslide Hazard Assessment of the 2008 Wenchuan Earthquake: a case study in Beichuan Area, Canadian Geotech. J., 48, 128-145, 2011.
    • (2011) Canadian Geotech. J , vol.48 , pp. 128-145
    • Tang, C.1    Zhu, J.2    Qi, X.3
  • 29
    • 84866311824 scopus 로고    scopus 로고
    • Calculating specific catchment area eos trans
    • doi:10.1029/2011EO270019
    • Tretkoff, E.: Calculating specific catchment area, Eos Trans. AGU, 92, 232, doi:10.1029/2011EO270019, 2011.
    • (2011) AGU , vol.92 , pp. 232
    • Tretkoff, E.1
  • 31
    • 55849117350 scopus 로고    scopus 로고
    • Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview
    • vanWesten, C. J., Castellanos, E., and Kuriakose, S. L.: Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview, Eng. Geol. 102, 112-131, 2008.
    • (2008) Eng. Geol , vol.102 , pp. 112-131
    • Vanwesten, C.J.1    Castellanos, E.2    Kuriakose, S.L.3
  • 32
    • 0020795142 scopus 로고
    • Preparing a detailed landslide-inventory map for hazard evaluation and reduction
    • Wieczorek, G. F.: Preparing a detailed landslide-inventory map for hazard evaluation and reduction, Bull. Assoc. Eng. Geol., 21, 337-342, 1984.
    • (1984) Bull. Assoc. Eng. Geol , vol.21 , pp. 337-342
    • Wieczorek, G.F.1
  • 33
    • 4344607368 scopus 로고    scopus 로고
    • GIS-based probabilistic mapping of landslide hazard using a three-dimensional deterministic model
    • DOI 10.1023/B:NHAZ.0000037036.01850.0d
    • Xie, M. W., Esaki, T., and Zhou, G. Y.: GIS-Based Probabilistic Mapping of Landslide Hazard Using a Three-Dimensional Deterministic Model, Nat. Hazards, 33, 265-282, 2004. (Pubitemid 39142426)
    • (2004) Natural Hazards , vol.33 , Issue.2 , pp. 265-282
    • Xie, M.1    Esaki, T.2    Zhou, G.3
  • 34
    • 79953239279 scopus 로고    scopus 로고
    • Spatial distribution of large-scale landslides induced by the 5.12 wenchuan earthquake
    • Science Press and Institute of Mountain Hazards and Environment, doi:10.1007/s11629-011-2105-8
    • Xu, Q., Zhang, S., and Li,W. L.: Spatial Distribution of Large-scale Landslides Induced by the 5.12 Wenchuan Earthquake, Science Press and Institute of Mountain Hazards and Environment, J. Mt. Sci. 8, 246-260, doi:10.1007/s11629-011-2105-8, 2011.
    • (2011) J Mt. Sci , vol.8 , pp. 246-260
    • Xu, Q.1    Zhang, S.2    Li, W.L.3


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