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Volumn 59, Issue 3, 2011, Pages 1413-1444

Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression

Author keywords

Hoa Binh province; Landslide susceptibility; Logistic regression; Statistical index

Indexed keywords

ACCURACY ASSESSMENT; DIGITAL ELEVATION MODEL; FIELDWORK; GEOSTATISTICS; LANDSLIDE; REGRESSION ANALYSIS; SATELLITE IMAGERY; SPOT; TOPOGRAPHIC MAPPING;

EID: 80955178875     PISSN: 0921030X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11069-011-9844-2     Document Type: Article
Times cited : (336)

References (47)
  • 1
    • 0032420126 scopus 로고    scopus 로고
    • Generalised linear modelling of susceptibility to landsliding in the central Apennines, Italy
    • Atkinson PM, Massari R (1998a) Generalised linear modelling of susceptibility to landsliding in the central Apennines, Italy. Comput Geosci 24(4): 373-385.
    • (1998) Comput Geosci , vol.24 , Issue.4 , pp. 373-385
    • Atkinson, P.M.1    Massari, R.2
  • 2
    • 0032420126 scopus 로고    scopus 로고
    • Generallised linear modelling of susceptibility to landsliding in the central Apennines, Italia
    • Atkinson PM, Massari R (1998b) Generallised linear modelling of susceptibility to landsliding in the central Apennines, Italia. Comput Geosci 24: 373-385.
    • (1998) Comput Geosci , vol.24 , pp. 373-385
    • Atkinson, P.M.1    Massari, R.2
  • 3
    • 12344286175 scopus 로고    scopus 로고
    • The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan
    • doi:10.1016/j.geomorph.2004.06.010
    • 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. doi: 10. 1016/j. geomorph. 2004. 06. 010.
    • (2005) Geomorphology , vol.65 , Issue.1-2 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 4
    • 73549087840 scopus 로고    scopus 로고
    • GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China
    • Bai S, Wang J, Lu G, Zhou P, Hou S, Xu S (2010) GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China. Geomorphology 115: 23-31.
    • (2010) Geomorphology , vol.115 , pp. 23-31
    • Bai, S.1    Wang, J.2    Lu, G.3    Zhou, P.4    Hou, S.5    Xu, S.6
  • 5
    • 77953026730 scopus 로고    scopus 로고
    • Landslide susceptibility assessment of the Kralovany-Liptovsky Mikulas railway case study
    • doi:10.1016/j.pce.2009.12.002
    • Bednarik M, Magulova B, Matys M, Marschalko M (2010) Landslide susceptibility assessment of the Kralovany-Liptovsky Mikulas railway case study. Phys Chem Earth 35(3-5): 162-171. doi: 10. 1016/j. pce. 2009. 12. 002.
    • (2010) Phys Chem Earth , vol.35 , Issue.3-5 , pp. 162-171
    • Bednarik, M.1    Magulova, B.2    Matys, M.3    Marschalko, M.4
  • 6
    • 30844446670 scopus 로고    scopus 로고
    • Spatial prediction models for landslide hazards: review, comparison and evaluation
    • Brenning A (2005) Spatial prediction models for landslide hazards: review, comparison and evaluation. Nat Hazards Earth Syst Sci 5(6): 853-862.
    • (2005) Nat Hazards Earth Syst Sci , vol.5 , Issue.6 , pp. 853-862
    • Brenning, A.1
  • 7
    • 28744433717 scopus 로고    scopus 로고
    • Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three subcatchments by logistic regression analyses
    • Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman TY (2005) Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three subcatchments by logistic regression analyses. Geomorphology 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
  • 8
    • 0242625335 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey)
    • doi:10.1007/s00254-003-0838-6
    • Cevik E, Topal T (2003) GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey). Environ Geol 44(8): 949-962. doi: 10. 1007/s00254-003-0838-6.
    • (2003) Environ Geol , vol.44 , Issue.8 , pp. 949-962
    • Cevik, E.1    Topal, T.2
  • 9
    • 0742288013 scopus 로고    scopus 로고
    • Validation of spatial prediction models for landslide hazard mapping
    • Chung CJF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30(3): 451-472.
    • (2003) Nat Hazards , vol.30 , Issue.3 , pp. 451-472
    • Chung, C.J.F.1    Fabbri, A.G.2
  • 10
    • 0036134698 scopus 로고    scopus 로고
    • Landslide characteristics and, slope instability modeling using GIS, Lantau Island, Hong Kong
    • Dai FC, Lee CF (2002) Landslide characteristics and, slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42(3-4): 213-228.
    • (2002) Geomorphology , vol.42 , Issue.3-4 , pp. 213-228
    • Dai, F.C.1    Lee, C.F.2
  • 11
    • 0035136481 scopus 로고    scopus 로고
    • Assessment of Landslide susceptibility on the natural terrain of Lantau Island, Hong Kong
    • Dai FC, Lee CF, Li J, Xu JW (2001) Assessment of Landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environ Geol 40: 381-391.
    • (2001) Environ Geol , vol.40 , pp. 381-391
    • Dai, F.C.1    Lee, C.F.2    Li, J.3    Xu, J.W.4
  • 12
    • 0036501252 scopus 로고    scopus 로고
    • An objective method to rank, the importance of the factors predisposing to landslides with the GIS methodology: application to an area of the Apennines, (Valnerina; Perugia, Italy)
    • Donati L, Turrini MC (2002) An objective method to rank, the importance of the factors predisposing to landslides with the GIS methodology: application to an area of the Apennines, (Valnerina; Perugia, Italy). Eng Geol 63(3-4): 277-289.
    • (2002) Eng Geol , vol.63 , Issue.3-4 , pp. 277-289
    • Donati, L.1    Turrini, M.C.2
  • 13
    • 68549085424 scopus 로고    scopus 로고
    • Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy
    • doi:10.1007/s11069-009-9356-5
    • Falaschi F, Giacomelli F, Federici PR, Puccinelli A, Avanzi GD, Pochini A, Ribolini A (2009) Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy. Nat Hazards 50(3): 551-569. doi: 10. 1007/s11069-009-9356-5.
    • (2009) Nat Hazards , vol.50 , Issue.3 , pp. 551-569
    • Falaschi, F.1    Giacomelli, F.2    Federici, P.R.3    Puccinelli, A.4    Avanzi, G.D.5    Pochini, A.6    Ribolini, A.7
  • 15
    • 0043231196 scopus 로고    scopus 로고
    • Landslide susceptibility mapping of the slopes in the residual soils of the Mengen region (Turkey) by deterministic stability analyses and image processing techniques
    • Gokceoglu C, Aksoy H (1996) Landslide susceptibility mapping of the slopes in the residual soils of the Mengen region (Turkey) by deterministic stability analyses and image processing techniques. Eng Geol 44(1-4): 147-161.
    • (1996) Eng Geol , vol.44 , Issue.1-4 , pp. 147-161
    • Gokceoglu, C.1    Aksoy, H.2
  • 16
    • 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, 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(1-4): 181-216.
    • (1999) Geomorphology , vol.31 , Issue.1-4 , pp. 181-216
    • Guzzetti, F.1    Carrara, A.2    Cardinali, M.3    Reichenbach, P.4
  • 19
    • 0027790233 scopus 로고
    • Statistical-models for slope instability classification
    • Jade S, Sarkar S (1993) Statistical-models for slope instability classification. Eng Geol 36(1-2): 91-98.
    • (1993) Eng Geol , vol.36 , Issue.1-2 , pp. 91-98
    • Jade, S.1    Sarkar, S.2
  • 20
    • 18544372440 scopus 로고    scopus 로고
    • Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data journals
    • doi:10.1080/01431160412331331012
    • Lee S (2005) Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data journals. Int J Remote Sens 26(7): 1477-1491. doi: 10. 1080/01431160412331331012.
    • (2005) Int J Remote Sens , vol.26 , Issue.7 , pp. 1477-1491
    • Lee, S.1
  • 21
    • 0034886592 scopus 로고    scopus 로고
    • Statistical analysis of landslide susceptibility at Yongin, Korea
    • Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ Geol 40(9): 1095-1113.
    • (2001) Environ Geol , vol.40 , Issue.9 , pp. 1095-1113
    • Lee, S.1    Min, K.2
  • 22
    • 36849021068 scopus 로고    scopus 로고
    • Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: case study of Youngin, Korea
    • doi:10.1007/s10346-007-0088-x
    • Lee S, Ryu JH, Kim IS (2007) Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: case study of Youngin, Korea. Landslides 4(4): 327-338. doi: 10. 1007/s10346-007-0088-x.
    • (2007) Landslides , vol.4 , Issue.4 , pp. 327-338
    • Lee, S.1    Ryu, J.H.2    Kim, I.S.3
  • 24
    • 54949085792 scopus 로고    scopus 로고
    • Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy
    • doi:10.1007/s11069-008-9230-x
    • Magliulo P, Di Lisio A, Russo F, Zelano A (2008) Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy. Nat Hazards 47(3): 411-435. doi: 10. 1007/s11069-008-9230-x.
    • (2008) Nat Hazards , vol.47 , Issue.3 , pp. 411-435
    • Magliulo, P.1    Di Lisio, A.2    Russo, F.3    Zelano, A.4
  • 27
    • 39749149552 scopus 로고    scopus 로고
    • Application of logistic regression model for slope instability prediction in Cuyahoga River Watershed, Ohio, USA
    • Nandi A, Shakoor A (2008) Application of logistic regression model for slope instability prediction in Cuyahoga River Watershed, Ohio, USA. Georisk 1: 12.
    • (2008) Georisk , vol.1 , pp. 12
    • Nandi, A.1    Shakoor, A.2
  • 28
    • 34247871533 scopus 로고    scopus 로고
    • Plan curvature and landslide probability in regions dominated by earth flows and earth slides
    • doi:10.1016/j.enggeo.2007.01.005
    • Ohlmacher GC (2007) Plan curvature and landslide probability in regions dominated by earth flows and earth slides. Eng Geol 91(2-4): 117-134. doi: 10. 1016/j. enggeo. 2007. 01. 005.
    • (2007) Eng Geol , vol.91 , Issue.2-4 , pp. 117-134
    • Ohlmacher, G.C.1
  • 29
    • 0038016577 scopus 로고    scopus 로고
    • Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA
    • doi:10.1016/s0013-7952(03)00069-3
    • Ohlmacher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Eng Geol 69(3-4): 331-343. doi: 10. 1016/s0013-7952(03)00069-3.
    • (2003) Eng Geol , vol.69 , Issue.3-4 , pp. 331-343
    • Ohlmacher, G.C.1    Davis, J.C.2
  • 30
    • 27944441753 scopus 로고    scopus 로고
    • GIS-based detachment susceptibility analyses of a cut slope in limestone, Ankara-Turkey
    • doi:10.1007/s00254-005-0071-6
    • Oztekin B, Topal T (2005) GIS-based detachment susceptibility analyses of a cut slope in limestone, Ankara-Turkey. Environ Geol 49(1): 124-132. doi: 10. 1007/s00254-005-0071-6.
    • (2005) Environ Geol , vol.49 , Issue.1 , pp. 124-132
    • Oztekin, B.1    Topal, T.2
  • 31
    • 1642343012 scopus 로고    scopus 로고
    • A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate
    • doi:10.1007/s00254-003-0917-8
    • Suzen ML, Doyuran V (2004) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ Geol 45(5): 665-679. doi: 10. 1007/s00254-003-0917-8.
    • (2004) Environ Geol , vol.45 , Issue.5 , pp. 665-679
    • Suzen, M.L.1    Doyuran, V.2
  • 34
    • 73849134673 scopus 로고    scopus 로고
    • Comparison of two landslide susceptibility assessments in the Champagne-Ardenne region (France)
    • doi:10.1016/j.geomorph.2009.09.042
    • van Den Eeckhaut M, Marre A, Poesen J (2006) Comparison of two landslide susceptibility assessments in the Champagne-Ardenne region (France). Geomorphology 115(1-2): 141-155. doi: 10. 1016/j. geomorph. 2009. 09. 042.
    • (2006) Geomorphology , vol.115 , Issue.1-2 , pp. 141-155
    • van den Eeckhaut, M.1    Marre, A.2    Poesen, J.3
  • 36
    • 53249129573 scopus 로고    scopus 로고
    • Prediction of the occurrence of slope instability phenomena through GIS-based hazard zonation
    • van Westen CJ, Rengers N, Terlien MTJ, Soeters R (1997) Prediction of the occurrence of slope instability phenomena through GIS-based hazard zonation. Geologische Rundschau 86(2): 404-414.
    • (1997) Geologische Rundschau , vol.86 , Issue.2 , pp. 404-414
    • van Westen, C.J.1    Rengers, N.2    Terlien, M.T.J.3    Soeters, R.4
  • 40
    • 28144448823 scopus 로고    scopus 로고
    • GIS-based landslide hazard assessment: an overview
    • doi:10.1191/0309133305pp462ra
    • Wang HB, Liu GJ, Xu WY, Wang GH (2005) GIS-based landslide hazard assessment: an overview. Prog Phys Geogr 29(4): 548-567. doi: 10. 1191/0309133305pp462ra.
    • (2005) Prog Phys Geogr , vol.29 , Issue.4 , pp. 548-567
    • Wang, H.B.1    Liu, G.J.2    Xu, W.Y.3    Wang, G.H.4
  • 41
    • 0020795142 scopus 로고
    • Preparing a detailed landslide-inventory map for hazard evaluation and reduction
    • Wieczorek GF (1984) Preparing a detailed landslide-inventory map for hazard evaluation and reduction. Bull As Eng Geol 21(3): 337-342.
    • (1984) Bull As Eng Geol , vol.21 , Issue.3 , pp. 337-342
    • Wieczorek, G.F.1
  • 42
    • 35348961950 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations
    • doi:10.1016/j.catena.2007.01.003
    • Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 72(1): 1-12. doi: 10. 1016/j. catena. 2007. 01. 003.
    • (2008) Catena , vol.72 , Issue.1 , pp. 1-12
    • Yalcin, A.1
  • 43
    • 21044454864 scopus 로고    scopus 로고
    • Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey)
    • doi:10.1016/j.enggeo.2005.02.002
    • Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Eng Geol 79(3-4): 251-266. doi: 10. 1016/j. enggeo. 2005. 02. 002.
    • (2005) Eng Geol , vol.79 , Issue.3-4 , pp. 251-266
    • Yesilnacar, E.1    Topal, T.2
  • 44
    • 68249146110 scopus 로고    scopus 로고
    • A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks
    • doi:10.1007/s10064-009-0185-2
    • Yilmaz I (2009a) A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks. Bull Eng Geol Environ 68(3): 297-306. doi: 10. 1007/s10064-009-0185-2.
    • (2009) Bull Eng Geol Environ , vol.68 , Issue.3 , pp. 297-306
    • Yilmaz, I.1
  • 45
    • 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)
    • doi:10.1016/j.cageo.2008.08.007
    • Yilmaz I (2009b) Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). Comput Geosci 35(6): 1125-1138. doi: 10. 1016/j. cageo. 2008. 08. 007.
    • (2009) Comput Geosci , vol.35 , Issue.6 , pp. 1125-1138
    • Yilmaz, I.1
  • 46
    • 77954162270 scopus 로고    scopus 로고
    • The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks
    • doi:10.1007/s12665-009-0191-5
    • Yilmaz I (2010) The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks. Environ Earth Sci 60(3): 505-519. doi: 10. 1007/s12665-009-0191-5.
    • (2010) Environ Earth Sci , vol.60 , Issue.3 , pp. 505-519
    • Yilmaz, I.1
  • 47
    • 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. Eng Geol 68(3-4): 373-386.
    • (2003) Eng Geol , vol.68 , Issue.3-4 , pp. 373-386
    • Zhou, G.1    Esaki, T.2    Mitani, Y.3    Xie, M.4    Mori, J.5


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