메뉴 건너뛰기




Volumn 161-162, Issue , 2012, Pages 40-57

Comparison of bivariate and multivariate statistical approaches in landslide susceptibility mapping at a regional scale

Author keywords

GIS; Landslide susceptibility; Logistic regression; Weights of evidence

Indexed keywords

DATABASE; GEOLOGICAL MAPPING; GIS; LANDSLIDE; MULTIVARIATE ANALYSIS; REGRESSION ANALYSIS; STATISTICAL ANALYSIS;

EID: 84861572418     PISSN: 0169555X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geomorph.2012.03.036     Document Type: Article
Times cited : (137)

References (52)
  • 1
    • 33847003368 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region
    • Akgün A., Bulut F. GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environmental Geology 2007, 51:1377-1387.
    • (2007) Environmental Geology , vol.51 , pp. 1377-1387
    • Akgün, A.1    Bulut, F.2
  • 2
    • 1342330867 scopus 로고    scopus 로고
    • An artificial neural network approach for landslide hazard zonation in the Bhagirathi (Ganga) Valley, Himalayas
    • Arora M.K., Das Gupta A.S., Gupta R.P. An artificial neural network approach for landslide hazard zonation in the Bhagirathi (Ganga) Valley, Himalayas. International Journal of Remote Sensing 2004, 25:559-572.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 559-572
    • Arora, M.K.1    Das Gupta, A.S.2    Gupta, R.P.3
  • 3
    • 12344286175 scopus 로고    scopus 로고
    • The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan
    • Ayalew L., Yamagishi H. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 2005, 65:15-31.
    • (2005) Geomorphology , vol.65 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 6
    • 28744433717 scopus 로고    scopus 로고
    • Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses
    • Can T., Nefeslioglu H.A., Gokceoglu C., Sonmez H., Duman T.Y. Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses. Geomorphology 2005, 72:250-271.
    • (2005) Geomorphology , vol.72 , pp. 250-271
    • Can, T.1    Nefeslioglu, H.A.2    Gokceoglu, C.3    Sonmez, H.4    Duman, T.Y.5
  • 7
    • 55749089724 scopus 로고    scopus 로고
    • Applicability of landslide susceptibility and hazard zoning at different scales
    • Cascini L. Applicability of landslide susceptibility and hazard zoning at different scales. Engineering Geology 2008, 102:164-177.
    • (2008) Engineering Geology , vol.102 , pp. 164-177
    • Cascini, L.1
  • 9
    • 39449108082 scopus 로고    scopus 로고
    • GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping
    • Dahal R.K., Hasegawa S., Nonomura A., Yamanaka M., Masuda T., Nishino K. GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping. Environmental Geology 2008, 54:311-324.
    • (2008) Environmental Geology , vol.54 , pp. 311-324
    • Dahal, R.K.1    Hasegawa, S.2    Nonomura, A.3    Yamanaka, M.4    Masuda, T.5    Nishino, K.6
  • 10
    • 0035136481 scopus 로고    scopus 로고
    • Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong
    • Dai F.C., Lee C.F., Li J., Xu Z.W. Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environmental Geology 2001, 40:381-391.
    • (2001) Environmental Geology , vol.40 , pp. 381-391
    • Dai, F.C.1    Lee, C.F.2    Li, J.3    Xu, Z.W.4
  • 12
    • 77955271782 scopus 로고    scopus 로고
    • Combining spatial data in landslide reactivation susceptibility mapping: a likelihood ratio-based approach in W Belgium
    • Dewitte O., Chung C., Cornet Y., Daoudi M., Demoulin A. Combining spatial data in landslide reactivation susceptibility mapping: a likelihood ratio-based approach in W Belgium. Geomorphology 2010, 122:153-166.
    • (2010) Geomorphology , vol.122 , pp. 153-166
    • Dewitte, O.1    Chung, C.2    Cornet, Y.3    Daoudi, M.4    Demoulin, A.5
  • 13
    • 33750239618 scopus 로고    scopus 로고
    • Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey
    • Duman T.Y., Can T., Gokceoglu C., Nefeslioglu H.A., Sonmez H. Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey. Environmental Geology 2006, 51:241-256.
    • (2006) Environmental Geology , vol.51 , pp. 241-256
    • Duman, T.Y.1    Can, T.2    Gokceoglu, C.3    Nefeslioglu, H.A.4    Sonmez, H.5
  • 17
    • 79951540633 scopus 로고    scopus 로고
    • ESRI (Environmental Research Systems Institute Inc)
    • ESRI (Environmental Research Systems Institute Inc) ArcGIS Version 9.3. Redlands 2009.
    • (2009) ArcGIS Version 9.3. Redlands
  • 18
    • 55749106215 scopus 로고    scopus 로고
    • Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning
    • on behalf of the JTC-1 Joint Technical Committee on Landslides and Engineered Slopes
    • Fell R., Corominas J., Bonnard C., Cascini L., Leroi E., Savage W.Z. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Engineering Geology 2008, 102:99-111. on behalf of the JTC-1 Joint Technical Committee on Landslides and Engineered Slopes.
    • (2008) Engineering Geology , vol.102 , pp. 99-111
    • Fell, R.1    Corominas, J.2    Bonnard, C.3    Cascini, L.4    Leroi, E.5    Savage, W.Z.6
  • 19
    • 55749106215 scopus 로고    scopus 로고
    • Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning
    • on behalf of the JTC-1 Joint Technical Committee on Landslides and Engineered Slopes
    • Fell R., Corominas J., Bonnard C., Cascini L., Leroi E., Savage W.Z. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Engineering Geology 2008, 102:85-98. on behalf of the JTC-1 Joint Technical Committee on Landslides and Engineered Slopes.
    • (2008) Engineering Geology , vol.102 , pp. 85-98
    • Fell, R.1    Corominas, J.2    Bonnard, C.3    Cascini, L.4    Leroi, E.5    Savage, W.Z.6
  • 20
    • 84861580504 scopus 로고    scopus 로고
    • Institute of Geological & Nuclear Sciences, CD-ROM
    • GNS Geological Spatial Layers 2000, Institute of Geological & Nuclear Sciences, CD-ROM.
    • (2000) GNS Geological Spatial Layers
  • 21
    • 41549125005 scopus 로고    scopus 로고
    • GIS-based regional landslide susceptibility mapping: a case study in southern California
    • He Y., Beighley R.E. GIS-based regional landslide susceptibility mapping: a case study in southern California. Earth Surface Processes and Landforms 2008, 33:380-393.
    • (2008) Earth Surface Processes and Landforms , vol.33 , pp. 380-393
    • He, Y.1    Beighley, R.E.2
  • 23
    • 33747616217 scopus 로고    scopus 로고
    • Finding the right pixel size
    • Hengl T. Finding the right pixel size. Computers & Geosciences 2006, 32:1283-1298.
    • (2006) Computers & Geosciences , vol.32 , pp. 1283-1298
    • Hengl, T.1
  • 24
    • 0003454473 scopus 로고    scopus 로고
    • Manaaki Whenua-Landcare Research New Zealand Ltd
    • Hewitt A.E. New Zealand Soil Classification 2010, Manaaki Whenua-Landcare Research New Zealand Ltd, 136pp. 3rd ed.
    • (2010) New Zealand Soil Classification , pp. 136
    • Hewitt, A.E.1
  • 25
    • 7544221310 scopus 로고    scopus 로고
    • Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China
    • Lan H.X., Zhou C.H., Wang L.J., Zhang H.Y., Li R.H. Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China. Engineering Geology 2004, 76:109-128.
    • (2004) Engineering Geology , vol.76 , pp. 109-128
    • Lan, H.X.1    Zhou, C.H.2    Wang, L.J.3    Zhang, H.Y.4    Li, R.H.5
  • 28
    • 4544311025 scopus 로고    scopus 로고
    • Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS
    • Lee S. Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS. Environmental Management 2004, 34:223-232.
    • (2004) Environmental Management , vol.34 , pp. 223-232
    • Lee, S.1
  • 29
    • 18544372440 scopus 로고    scopus 로고
    • Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data
    • Lee S. Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data. International Journal of Remote Sensing 2005, 26:1477-1491.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 1477-1491
    • Lee, S.1
  • 31
    • 0142123238 scopus 로고    scopus 로고
    • Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea
    • Lee S., Ryu J.-H., Lee M.-J., Won J.-S. Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea. Environmental Geology 2003, 44:820-833.
    • (2003) Environmental Geology , vol.44 , pp. 820-833
    • Lee, S.1    Ryu, J.-H.2    Lee, M.-J.3    Won, J.-S.4
  • 32
    • 29144471629 scopus 로고    scopus 로고
    • The effect of spatial resolution on the accuracy of landslide susceptibility mapping: a case study in Boun, Korea
    • Lee S., Choi J., Woo I. The effect of spatial resolution on the accuracy of landslide susceptibility mapping: a case study in Boun, Korea. Geosciences Journal 2004, 8:51-60.
    • (2004) Geosciences Journal , vol.8 , pp. 51-60
    • Lee, S.1    Choi, J.2    Woo, I.3
  • 33
    • 84861580505 scopus 로고    scopus 로고
    • LINZ New Zealand 1:50,000 topographic vector data (NZTopo)
    • LINZ New Zealand 1:50,000 topographic vector data (NZTopo). Land Information New Zealand. CD-ROM 2000.
    • (2000) Land Information New Zealand. CD-ROM
  • 36
    • 84861580503 scopus 로고    scopus 로고
    • Ministry for the Environment New Zealand land cover database version 2
    • Ministry for the Environment New Zealand land cover database version 2. Illustrated Guide to Target Classes, Version 4. 61p 2004.
    • (2004) Illustrated Guide to Target Classes, Version 4. 61p
  • 37
    • 70449726439 scopus 로고    scopus 로고
    • A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
    • Nandi A., Shakoor A. A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses. Engineering Geology 2009, 110:11-20.
    • (2009) Engineering Geology , vol.110 , pp. 11-20
    • Nandi, A.1    Shakoor, A.2
  • 38
    • 33947723369 scopus 로고    scopus 로고
    • Landslide susceptibility assessment using "weights-of-evidence" applied to a study area at the Jurassic escarpment (SW-Germany)
    • Neuhäuser B., Terhorst B. Landslide susceptibility assessment using "weights-of-evidence" applied to a study area at the Jurassic escarpment (SW-Germany). Geomorphology 2007, 86:12-24.
    • (2007) Geomorphology , vol.86 , pp. 12-24
    • Neuhäuser, B.1    Terhorst, B.2
  • 40
    • 34548599794 scopus 로고    scopus 로고
    • A caution regarding rules of thumb for variance inflation factors
    • O'Brien R.M. A caution regarding rules of thumb for variance inflation factors. Quality and Quantity 2007, 41:673-690.
    • (2007) Quality and Quantity , vol.41 , pp. 673-690
    • O'Brien, R.M.1
  • 41
    • 0038016577 scopus 로고    scopus 로고
    • Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA
    • Ohlmacher G.C., Davis J.C. Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Engineering Geology 2003, 69:331-343.
    • (2003) Engineering Geology , vol.69 , pp. 331-343
    • Ohlmacher, G.C.1    Davis, J.C.2
  • 42
    • 0742305111 scopus 로고    scopus 로고
    • A GIS-based multivariate statistical analysis for shallow landslide susceptibility mapping in La Pobla de Lillet Area (Eastern Pyrenees, Spain)
    • Santacana N., Baeza B., Corominas J., De Paz A., Marturiá J. A GIS-based multivariate statistical analysis for shallow landslide susceptibility mapping in La Pobla de Lillet Area (Eastern Pyrenees, Spain). Natural Hazards 2003, 30:281-295.
    • (2003) Natural Hazards , vol.30 , pp. 281-295
    • Santacana, N.1    Baeza, B.2    Corominas, J.3    De Paz, A.4    Marturiá, J.5
  • 44
    • 1642343012 scopus 로고    scopus 로고
    • A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate
    • Süzen M.L., Doyuran V. A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environmental Geology 2004, 45:665-679.
    • (2004) Environmental Geology , vol.45 , pp. 665-679
    • Süzen, M.L.1    Doyuran, V.2
  • 45
    • 84861570217 scopus 로고    scopus 로고
    • Terralink International Ltd. New Zealand Land Cover Database (LCDB2)
    • Terralink International Ltd. New Zealand Land Cover Database (LCDB2). Ministry for the Environment. CD-ROM 2004.
    • (2004) Ministry for the Environment. CD-ROM
  • 46
    • 35148854742 scopus 로고    scopus 로고
    • Landslide susceptibility assessment by bivariate methods at large scales: application to a complex mountainous environment
    • Thiery Y., Malet J.-P., Sterlacchini S., Puissant A., Maquaire O. Landslide susceptibility assessment by bivariate methods at large scales: application to a complex mountainous environment. Geomorphology 2007, 92:38-59.
    • (2007) Geomorphology , vol.92 , pp. 38-59
    • Thiery, Y.1    Malet, J.-P.2    Sterlacchini, S.3    Puissant, A.4    Maquaire, O.5
  • 47
    • 33747173311 scopus 로고    scopus 로고
    • Prediction of landslide susceptibility using rare events logistic regression: a case-study in the Flemish Ardennes (Belgium)
    • Van Den Eeckhout M., Vanwalleghem T., Poesen J., Govers G., Verstraeten G., Vandekerckhove L. Prediction of landslide susceptibility using rare events logistic regression: a case-study in the Flemish Ardennes (Belgium). Geomorphology 2006, 76:392-410.
    • (2006) Geomorphology , vol.76 , pp. 392-410
    • Van Den Eeckhout, M.1    Vanwalleghem, T.2    Poesen, J.3    Govers, G.4    Verstraeten, G.5    Vandekerckhove, L.6
  • 50
    • 20444373745 scopus 로고    scopus 로고
    • Comparative evaluation of landslide susceptibility in Minamata area, Japan
    • Wang H.B., Sassa K. Comparative evaluation of landslide susceptibility in Minamata area, Japan. Environmental Geology 2005, 47:956-966.
    • (2005) Environmental Geology , vol.47 , pp. 956-966
    • Wang, H.B.1    Sassa, K.2
  • 51
    • 64949164773 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey)
    • Yilmaz I. Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). Computers & Geosciences 2009, 35:1125-1138.
    • (2009) Computers & Geosciences , vol.35 , pp. 1125-1138
    • Yilmaz, I.1
  • 52
    • 68249146110 scopus 로고    scopus 로고
    • A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks
    • Yilmaz I. A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks. Bulletin of Engineering Geology and the Environment 2009, 68:297-306.
    • (2009) Bulletin of Engineering Geology and the Environment , vol.68 , pp. 297-306
    • Yilmaz, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.