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Volumn 6, Issue 7, 2013, Pages 2557-2569

Landslide susceptibility mapping based on frequency ratio and logistic regression models

Author keywords

Frequency ratio; Logistic regression; Northern Iran; Susceptibility mapping

Indexed keywords

ACCURACY ASSESSMENT; AERIAL PHOTOGRAPH; ELEVATION; FIELD SURVEY; GIS; LAND USE; LAND USE PLANNING; LANDSAT THEMATIC MAPPER; LANDSLIDE; PREDICTION; PROBABILITY; REGRESSION ANALYSIS; RISK ASSESSMENT; SLOPE DYNAMICS; STATISTICAL ANALYSIS; TOPOGRAPHIC MAPPING;

EID: 84879578070     PISSN: 18667511     EISSN: 18667538     Source Type: Journal    
DOI: 10.1007/s12517-012-0526-5     Document Type: Article
Times cited : (107)

References (72)
  • 1
    • 0031412247 scopus 로고    scopus 로고
    • Evaluation of geological parameters for landslide hazard mapping by fuzzy logic
    • P. G. Marinos, G. C. Koukis, G. C. Tsiambaos, and G. C. Stourna (Eds.), Rotterdam: Balkema
    • Abolmasov B, Obradovic I (1997) Evaluation of geological parameters for landslide hazard mapping by fuzzy logic. In: Marinos PG, Koukis GC, Tsiambaos GC, Stourna GC (eds) Engineering geology and the environment. Balkema, Rotterdam, pp 471-476.
    • (1997) Engineering Geology and the Environment , pp. 471-476
    • Abolmasov, B.1    Obradovic, I.2
  • 2
    • 0027009283 scopus 로고
    • Landslide hazard evaluation and zonation mapping in mountainous terrain
    • Anbalagan R (1992) Landslide hazard evaluation and zonation mapping in mountainous terrain. J Eng Geol 32: 269-277.
    • (1992) J Eng Geol , vol.32 , pp. 269-277
    • Anbalagan, R.1
  • 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 (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, central Japan. J Geomorphology 65: 15-31.
    • (2005) J Geomorphology , vol.65 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 4
    • 0035504117 scopus 로고    scopus 로고
    • Assessment of shallow landslide susceptibility by means of multivariate statistical techniques
    • Baeza C, Corominas J (2001) Assessment of shallow landslide susceptibility by means of multivariate statistical techniques. J Earth Surf Process Landforms 26: 1251-1263.
    • (2001) J Earth Surf Process Landforms , vol.26 , pp. 1251-1263
    • Baeza, C.1    Corominas, J.2
  • 5
    • 70849093204 scopus 로고    scopus 로고
    • Comparing heuristic landslide hazard assessment techniques using GIS in the Tirajana basin, Gran Canaria Island, Spain
    • Barredol JI, Benavidesz A, Herhl J, van Westen CJ (2000) Comparing heuristic landslide hazard assessment techniques using GIS in the Tirajana basin, Gran Canaria Island, Spain. J Appl Earth Observation Geoinf 2: 9-23.
    • (2000) J Appl Earth Observation Geoinf , vol.2 , pp. 9-23
    • Barredol, J.I.1    Benavidesz, A.2    Herhl, J.3    van Westen, C.J.4
  • 6
    • 77953026730 scopus 로고    scopus 로고
    • Landslide susceptibility assessment of the Kralovany-Liptovsky Mikulas railway case study
    • Bednarik M, Magulova M, Matys M, Marschalko M (2010) Landslide susceptibility assessment of the Kralovany-Liptovsky Mikulas railway case study. Phys Chem Earth Parts A/B/C 35(3-5): 162-171.
    • (2010) Phys Chem Earth Parts A/B/C , vol.35 , Issue.3-5 , pp. 162-171
    • Bednarik, M.1    Magulova, M.2    Matys, M.3    Marschalko, M.4
  • 7
    • 0031688283 scopus 로고    scopus 로고
    • Slope instability zonation: a comparison between certainty factor and fuzzy Dempster-Shafer approaches
    • Binaghi E, Luzi L, Madella P, Pergalani F, Rampini A (1998) Slope instability zonation: a comparison between certainty factor and fuzzy Dempster-Shafer approaches. J Natural Hazards 17: 77-97.
    • (1998) J Natural Hazards , vol.17 , pp. 77-97
    • Binaghi, E.1    Luzi, L.2    Madella, P.3    Pergalani, F.4    Rampini, A.5
  • 9
    • 0001078960 scopus 로고
    • Innovative approaches to landslide hazard and risk mapping
    • Toronto, Canada
    • Brabb EE (1984) Innovative approaches to landslide hazard and risk mapping. Proceedings of the 4th International Symposium on Landslides, Toronto, Canada, volume 1, pp 307-324.
    • (1984) Proceedings of the 4th International Symposium on Landslides , vol.1 , pp. 307-324
    • Brabb, E.E.1
  • 10
    • 28744433717 scopus 로고    scopus 로고
    • Susceptibility assessments of shallow earth flows triggered by heavy rainfall at three catchments by logistic regression analysis
    • Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman Y (2005) Susceptibility assessments of shallow earth flows triggered by heavy rainfall at three catchments by logistic regression analysis. J Geomorphology 82: 250-271.
    • (2005) J Geomorphology , vol.82 , pp. 250-271
    • Can, T.1    Nefeslioglu, H.A.2    Gokceoglu, C.3    Sonmez, H.4    Duman, Y.5
  • 12
    • 0141992668 scopus 로고    scopus 로고
    • Geomorphological and historical data in assessing landslide hazard
    • Carrara A, Crosta G, Frattini P (2003) Geomorphological and historical data in assessing landslide hazard. Earth Surf Process Landforms 28: 1125-1142.
    • (2003) Earth Surf Process Landforms , vol.28 , pp. 1125-1142
    • Carrara, A.1    Crosta, G.2    Frattini, P.3
  • 13
    • 0041808328 scopus 로고
    • A methodological approach to landslide hazard assessment: a case history
    • Balkema: Rotterdam
    • Cascini L, Critelli S, Gulla G, Di Nocera S (1991) A methodological approach to landslide hazard assessment: a case history. In: Proc 16th Int Landslide Conference. Balkema: Rotterdam, pp 899-904.
    • (1991) Proc 16th Int Landslide Conference , pp. 899-904
    • Cascini, L.1    Critelli, S.2    Gulla, G.3    Di Nocera, S.4
  • 14
    • 0242625335 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey)
    • Cevik E, Topal T (2003) GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey). J Environ Geol 44: 949-962.
    • (2003) J Environ Geol , vol.44 , pp. 949-962
    • Cevik, E.1    Topal, T.2
  • 15
    • 29144495932 scopus 로고    scopus 로고
    • Regional bias of landslide data in generating susceptibility maps using logistic regression for Hong Kong Island
    • Chau KT, Chan JE (2005) Regional bias of landslide data in generating susceptibility maps using logistic regression for Hong Kong Island. J Landslides 2: 280-290.
    • (2005) J Landslides , vol.2 , pp. 280-290
    • Chau, K.T.1    Chan, J.E.2
  • 17
    • 34250026502 scopus 로고    scopus 로고
    • Land slide hazard mapping using logistic rsgression model in Mskenzie Vally, Canada
    • Chen Z, Wang J (2007) Land slide hazard mapping using logistic rsgression model in Mskenzie Vally, Canada. J Nat Hazards 42: 75-89.
    • (2007) J Nat Hazards , vol.42 , pp. 75-89
    • Chen, Z.1    Wang, J.2
  • 18
    • 0036887929 scopus 로고    scopus 로고
    • A procedure for landslide susceptibility zonation: by the conditional analysis method
    • Clerici A, Perego S, Tellini C, Vescovi P (2002) A procedure for landslide susceptibility zonation: by the conditional analysis method. J Geomorphology 4: 349-364.
    • (2002) J Geomorphology , vol.4 , pp. 349-364
    • Clerici, A.1    Perego, S.2    Tellini, C.3    Vescovi, P.4
  • 19
    • 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. J Geomorphology 42: 213-228.
    • (2002) J Geomorphology , vol.42 , pp. 213-228
    • Dai, F.C.1    Lee, C.F.2
  • 20
    • 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 ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. J Eng Geol 40: 381-391.
    • (2001) J Eng Geol , vol.40 , pp. 381-391
    • Dai, F.C.1    Lee, C.F.2    Li, J.3    Xu, Z.W.4
  • 21
    • 23844436667 scopus 로고    scopus 로고
    • Logistic regression modeling of stoem-indused shallow land sliding in time and space on lantau island, Hong Kong
    • Dai FC, Lee FC, Tham LG, Ng KC, Shum WL (2004) Logistic regression modeling of stoem-indused shallow land sliding in time and space on lantau island, Hong Kong. J Bulletin Eng Geol Environ 63: 315-327.
    • (2004) J Bulletin Eng Geol Environ , vol.63 , pp. 315-327
    • Dai, F.C.1    Lee, F.C.2    Tham, L.G.3    Ng, K.C.4    Shum, W.L.5
  • 23
    • 34447324143 scopus 로고    scopus 로고
    • Landslide on the central coalfield (Cantabarian Mountains, NW Spain): geomorphological feature conditioning factors and meteorological implication in susceptibility assessment
    • Dominguez-Cuesta M, Jimenez-Sonchez M, Berrezueta E (2007) Landslide on the central coalfield (Cantabarian Mountains, NW Spain): geomorphological feature conditioning factors and meteorological implication in susceptibility assessment. J Geomorphology 89: 1-12.
    • (2007) J Geomorphology , vol.89 , pp. 1-12
    • Dominguez-Cuesta, M.1    Jimenez-Sonchez, M.2    Berrezueta, E.3
  • 24
    • 33750239618 scopus 로고    scopus 로고
    • Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey
    • Duman TY, Can T, Gokceoglu C, Nefeslioglu AH, Sonmez H (2006) Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey. J Environ Geol 51: 241-256.
    • (2006) J Environ Geol , vol.51 , pp. 241-256
    • Duman, T.Y.1    Can, T.2    Gokceoglu, C.3    Nefeslioglu, A.H.4    Sonmez, H.5
  • 25
    • 11344253904 scopus 로고    scopus 로고
    • Use of fuzzy relations to produce landslide susceptibility map of a landslide prone area (West Black Sea Region, Turkey)
    • Ercanoglu M, Gokceoglu C (2004) Use of fuzzy relations to produce landslide susceptibility map of a landslide prone area (West Black Sea Region, Turkey). Q J Eng Geol 75: 229-250.
    • (2004) Q J Eng Geol , vol.75 , pp. 229-250
    • Ercanoglu, M.1    Gokceoglu, C.2
  • 26
    • 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 technique
    • 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 technique. J Eng Geol 44: 147-161.
    • (1996) J Eng Geol , vol.44 , pp. 147-161
    • Gokceoglu, C.1    Aksoy, H.2
  • 27
    • 15044352194 scopus 로고    scopus 로고
    • Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela
    • Gomez H, Kavzoglu T (2005) Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela. J Eng Geol 78(1-2): 11-27.
    • (2005) J Eng Geol , vol.78 , Issue.1-2 , pp. 11-27
    • Gomez, H.1    Kavzoglu, T.2
  • 29
    • 33845562031 scopus 로고    scopus 로고
    • Logistic regression analysis in the evaluation of mass movement's susceptibility case study: Calabria, Italy
    • Greco R, Sorriso-Valvo M, Catalano E (2007) Logistic regression analysis in the evaluation of mass movement's susceptibility case study: Calabria, Italy. J Eng Geol 89: 47-66.
    • (2007) J Eng Geol , vol.89 , pp. 47-66
    • Greco, R.1    Sorriso-Valvo, M.2    Catalano, E.3
  • 30
    • 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. J Geomorphology 31: 181-216.
    • (1999) J Geomorphology , vol.31 , pp. 181-216
    • Guzzetti, F.1    Carrara, A.2    Cardinali, M.3    Reichenbach, P.4
  • 33
    • 0027790233 scopus 로고
    • Statistical models for slope stability classification
    • Jade S, Sarkar S (1993) Statistical models for slope stability classification. J Eng Geol 36: 91-98.
    • (1993) J Eng Geol , vol.36 , pp. 91-98
    • Jade, S.1    Sarkar, S.2
  • 34
    • 0034351592 scopus 로고    scopus 로고
    • A method for producing digital probabilistic seismic landslide hazard maps
    • Jibson WR, Edwin LH, John AM (2000) A method for producing digital probabilistic seismic landslide hazard maps. J Eng Geol 58: 271-289.
    • (2000) J Eng Geol , vol.58 , pp. 271-289
    • Jibson, W.R.1    Edwin, L.H.2    John, A.M.3
  • 36
    • 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
    • Kanungo DP, Arora MK, Sarcar S, Gupta RP (2006) A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling, Himalayas. J Eng Geol 85: 347-366.
    • (2006) J Eng Geol , vol.85 , pp. 347-366
    • Kanungo, D.P.1    Arora, M.K.2    Sarcar, S.3    Gupta, R.P.4
  • 37
    • 79952711476 scopus 로고    scopus 로고
    • Landslide susceptibility analysis with a bivariate approach and GIS in northern Iran
    • (In Persian)
    • Kelarestaghi A, Ahmadi H (2009) Landslide susceptibility analysis with a bivariate approach and GIS in northern Iran. J Geosci 2: 95-101 (In Persian).
    • (2009) J Geosci , vol.2 , pp. 95-101
    • Kelarestaghi, A.1    Ahmadi, H.2
  • 38
    • 79952723115 scopus 로고    scopus 로고
    • landslide hazard mapping using AHP in Vastan basin
    • (In Persian)
    • Kelarestaghi A, Garaee P (2007) landslide hazard mapping using AHP in Vastan basin. Geograph Res 87(4): 49-68 (In Persian).
    • (2007) Geograph Res , vol.87 , Issue.4 , pp. 49-68
    • Kelarestaghi, A.1    Garaee, P.2
  • 39
    • 79952720374 scopus 로고    scopus 로고
    • Assessment of landslide occurrence related to land use change and road construction
    • (In Persian)
    • Kelarestaghi A, Habibnegad M, Ahmadi H (2007) Assessment of landslide occurrence related to land use change and road construction. Geograph Res 62: 81-91 (In Persian).
    • (2007) Geograph Res. , vol.62 , pp. 81-91
    • Kelarestaghi, A.1    Habibnegad, M.2    Ahmadi, H.3
  • 40
    • 0031439941 scopus 로고    scopus 로고
    • How wide is a road? The association of roads and mass movements in a forested mountain environment
    • Larsen MC, Parks JE (1997) How wide is a road? The association of roads and mass movements in a forested mountain environment. J Earth Surf Processes Landforms 22: 835-848.
    • (1997) J Earth Surf Processes Landforms , vol.22 , pp. 835-848
    • Larsen, M.C.1    Parks, J.E.2
  • 41
    • 0034886592 scopus 로고    scopus 로고
    • Statistical analyses of landslide susceptibility at Yongin, Korea
    • Lee S, Min K (2001) Statistical analyses of landslide susceptibility at Yongin, Korea. J Environ Geol 40: 1095-1113.
    • (2001) J Environ Geol , vol.40 , pp. 1095-1113
    • Lee, S.1    Min, K.2
  • 42
    • 33847014755 scopus 로고    scopus 로고
    • Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models
    • Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. J Landslides 4: 33-41.
    • (2007) J Landslides , vol.4 , pp. 33-41
    • Lee, S.1    Pradhan, B.2
  • 43
    • 33746450848 scopus 로고    scopus 로고
    • Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models
    • Lee S, Sambath T (2006) Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models. J Environ Geol 50: 847-855.
    • (2006) J Environ Geol , vol.50 , pp. 847-855
    • Lee, S.1    Sambath, T.2
  • 44
    • 20444421521 scopus 로고    scopus 로고
    • Probabilistic landslide susceptibility and factor effect analysis
    • Lee S, Talib JA (2005) Probabilistic landslide susceptibility and factor effect analysis. J Environ Geol 47: 982-990.
    • (2005) J Environ Geol , vol.47 , pp. 982-990
    • Lee, S.1    Talib, J.A.2
  • 45
    • 2942620081 scopus 로고    scopus 로고
    • Probabilistic landslide hazard mapping using GIS and remote sensing data at Boun, Korea
    • Lee S, Choi J, Min K (2004) Probabilistic landslide hazard mapping using GIS and remote sensing data at Boun, Korea. J Remote Sens 25(11): 2037-2052.
    • (2004) J Remote Sens , vol.25 , Issue.11 , pp. 2037-2052
    • Lee, S.1    Choi, J.2    Min, K.3
  • 46
    • 33845901828 scopus 로고    scopus 로고
    • GIS-based logistic regression method for landslide susceptibility mapping in regional scale, Zhejiang
    • Lei Z, Jimg-feng H (2006) GIS-based logistic regression method for landslide susceptibility mapping in regional scale, Zhejiang. Univ Sci 12: 2007-2017.
    • (2006) Univ Sci , vol.12 , pp. 2007-2017
    • Lei, Z.1    Jimg-Feng, H.2
  • 47
    • 0034351598 scopus 로고    scopus 로고
    • Slope vulnerability to earthquakes at sub regional scale, using probabilistic techniques and geographic information systems
    • Luzi L, Pergalani F, Terlien MTJ (2000) Slope vulnerability to earthquakes at sub regional scale, using probabilistic techniques and geographic information systems. J Eng Geol 58: 313-336.
    • (2000) J Eng Geol , vol.58 , pp. 313-336
    • Luzi, L.1    Pergalani, F.2    Terlien, M.T.J.3
  • 49
    • 79952719696 scopus 로고    scopus 로고
    • Statistical analysis of some morphometric characteristics and effective factors on landslide occurrence in Sajarood watershed
    • (In Persian)
    • Mousavi Khatir SZ, Kavian A, Hashemzadeh Atoei A (2009) Statistical analysis of some morphometric characteristics and effective factors on landslide occurrence in Sajarood watershed. J Water Soil Conserv 16(2): 85-102 (In Persian).
    • (2009) J Water Soil Conserv , vol.16 , Issue.2 , pp. 85-102
    • Mousavi Khatir, S.Z.1    Kavian, A.2    Hashemzadeh Atoei, A.3
  • 51
    • 40649084527 scopus 로고    scopus 로고
    • An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the prepration of landslide susceptibility maps
    • Nefeslioglu HA, Gokceoglu C, Sonmez H (2008) An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the prepration of landslide susceptibility maps. J Eng Geol 97: 171-191.
    • (2008) J Eng Geol , vol.97 , pp. 171-191
    • Nefeslioglu, H.A.1    Gokceoglu, C.2    Sonmez, H.3
  • 52
    • 0038016577 scopus 로고    scopus 로고
    • Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas USA
    • Ohlamcher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas USA. Eng Geol 69: 331-343.
    • (2003) Eng Geol , vol.69 , pp. 331-343
    • Ohlamcher, G.C.1    Davis, J.C.2
  • 53
    • 23344449445 scopus 로고    scopus 로고
    • Landslides and sediment delivery to a drainage system: some observations from Hong Kong
    • Peart MR, Ng KY, Zhang DD (2005) Landslides and sediment delivery to a drainage system: some observations from Hong Kong. J Asian Earth Sci 25: 821-836.
    • (2005) J Asian Earth Sci , vol.25 , pp. 821-836
    • Peart, M.R.1    Ng, K.Y.2    Zhang, D.D.3
  • 54
    • 77950518811 scopus 로고    scopus 로고
    • Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia
    • Pradhan B (2010) Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia. J Adv Space Res 45(10): 1244-1256.
    • (2010) J Adv Space Res , vol.45 , Issue.10 , pp. 1244-1256
    • Pradhan, B.1
  • 55
    • 77954084069 scopus 로고    scopus 로고
    • Delineation of landslide hazard areas using frequency ratio, logistic regression and artificial neural network model at Penang Island, Malaysia
    • doi: 10. 1007/s12665-009-0245-8
    • Pradhan B, Lee S (2009) Delineation of landslide hazard areas using frequency ratio, logistic regression and artificial neural network model at Penang Island, Malaysia. Environ Earth Sci. doi: 10. 1007/s12665-009-0245-8.
    • (2009) Environ Earth Sci.
    • Pradhan, B.1    Lee, S.2
  • 56
    • 61349094840 scopus 로고    scopus 로고
    • Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model
    • Pradhan B, Lee S, Mansor S, Buchroithner MF, Jallaluddin N, Khujaimah Z (2008) Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model. J Appl Remote Sens 2: 1-11.
    • (2008) J Appl Remote Sens , vol.2 , pp. 1-11
    • Pradhan, B.1    Lee, S.2    Mansor, S.3    Buchroithner, M.F.4    Jallaluddin, N.5    Khujaimah, Z.6
  • 57
    • 71549172663 scopus 로고    scopus 로고
    • Use of geospatial data for the development of fuzzy algebraic operators to landslide hazard mapping: a case study in Malaysia
    • Pradhan B, Lee S, Buchroithner MF (2009) Use of geospatial data for the development of fuzzy algebraic operators to landslide hazard mapping: a case study in Malaysia. J Appl Geomatics 1: 3-15.
    • (2009) J Appl Geomatics , vol.1 , pp. 3-15
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 58
    • 77955354845 scopus 로고    scopus 로고
    • Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model
    • Pradhan B, Lee S, Buchroithner MF (2010) Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model. Photogrammetrie and Fernerkun 1: 17-32.
    • (2010) Photogrammetrie and Fernerkun , vol.1 , pp. 17-32
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 60
    • 0037137940 scopus 로고    scopus 로고
    • GIS-based landslide hazard zonation in the Bhagirathi (Ganga) valley, Himalayas
    • Saha AK, Gupta RP, Arora MK (2002) GIS-based landslide hazard zonation in the Bhagirathi (Ganga) valley, Himalayas. Remote Sens 23(2): 357-369.
    • (2002) Remote Sens , vol.23 , Issue.2 , pp. 357-369
    • Saha, A.K.1    Gupta, R.P.2    Arora, M.K.3
  • 61
    • 7044271021 scopus 로고    scopus 로고
    • Slope instability recognition, analysis and zonation
    • In: Turner KA, Schuster RL (eds), Transport Research Board Special report
    • Soeters R, van Westen CJ (1996) Slope instability recognition, analysis and zonation. In:. Turner KA, Schuster RL (eds) Landslides: Investigation and mitigation. Transport Research Board Special report, vol. 247, pp 129-177.
    • (1996) Landslides: Investigation and mitigation , vol.247 , pp. 129-177
    • Soeters, R.1    van Westen, C.J.2
  • 62
    • 0942302183 scopus 로고    scopus 로고
    • Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey
    • Suzen ML, Doyuran V (2004a) Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey. Eng Geol 71: 303-321.
    • (2004) Eng Geol , vol.71 , pp. 303-321
    • Suzen, M.L.1    Doyuran, V.2
  • 63
    • 1642343012 scopus 로고    scopus 로고
    • A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate
    • Suzen ML, Doyuran V (2004b) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ Geol 45: 665-679.
    • (2004) Environ Geol , vol.45 , pp. 665-679
    • Suzen, M.L.1    Doyuran, V.2
  • 64
    • 61449099321 scopus 로고    scopus 로고
    • A comparative study of Dempster-Shafer and fuzzy models for landslide susceptibility mapping using a GIS: An experience from Zagros Mountains
    • Tangestani MH (2009) A comparative study of Dempster-Shafer and fuzzy models for landslide susceptibility mapping using a GIS: An experience from Zagros Mountains. SW Iran J Asian Earth Sci 35: 66-73.
    • (2009) SW Iran J Asian Earth Sci , vol.35 , pp. 66-73
    • Tangestani, M.H.1
  • 65
    • 0034865975 scopus 로고    scopus 로고
    • Natural hazard assessment using GIS and remote sensing methods, with particular reference to the landslides in the Wondogenet area, Ethiopia
    • Temesgen B, Mohammed MU, Korme T (2001) Natural hazard assessment using GIS and remote sensing methods, with particular reference to the landslides in the Wondogenet area, Ethiopia. J Phys Chem Earth 26: 665-675.
    • (2001) J Phys Chem Earth , vol.26 , pp. 665-675
    • Temesgen, B.1    Mohammed, M.U.2    Korme, T.3
  • 66
    • 0010445553 scopus 로고    scopus 로고
    • Assessment and management of landslide hazards near Tully Valley landslide, Syracuse, New York, USA
    • Trondheim. Balkema: Rotterdam
    • Wieczorek GF, Gori PL, Jager S, Kappel WM, Negussey D (1996) Assessment and management of landslide hazards near Tully Valley landslide, Syracuse, New York, USA. Proceedings of the 7th Int Symp Landslides, Trondheim. Balkema: Rotterdam. pp 411-416.
    • (1996) Proceedings of the 7th Int Symp Landslides , pp. 411-416
    • Wieczorek, G.F.1    Gori, P.L.2    Jager, S.3    Kappel, W.M.4    Negussey, D.5
  • 67
    • 84879585296 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations
    • Yaclin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. J Catena 72: 1-12.
    • (2008) J Catena , vol.72 , pp. 1-12
    • Yaclin, A.1
  • 68
    • 21044454864 scopus 로고    scopus 로고
    • Landslide susceptibility mapping a comparison of logistic regression and neural networks methods in a medium scale (Turkey)
    • Yesilnacar E, Topal T (2005) Landslide susceptibility mapping a comparison of logistic regression and neural networks methods in a medium scale (Turkey). J Eng Geol 79: 251-263.
    • (2005) J Eng Geol , vol.79 , pp. 251-263
    • Yesilnacar, E.1    Topal, T.2
  • 69
    • 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 (2009a) Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). J Comput Geosci 35: 1125-1138.
    • (2009) J Comput Geosci , vol.35 , pp. 1125-1138
    • Yilmaz, I.1
  • 70
    • 68249146110 scopus 로고    scopus 로고
    • A case study from Koyulhisar (Sivas, Turkey) for landslide susceptibility mapping by artificial neural networks
    • Yilmaz I (2009b) A case study from Koyulhisar (Sivas, Turkey) for landslide susceptibility mapping by artificial neural networks. Bulletin Eng Geol Environ 68(3): 297-306.
    • (2009) Bulletin Eng Geol Environ , vol.68 , Issue.3 , pp. 297-306
    • Yilmaz, I.1
  • 71
    • 77955087655 scopus 로고    scopus 로고
    • Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
    • Yilmaz I (2010) Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine. Environ Earth Sci 61(4): 821-836.
    • (2010) Environ Earth Sci , vol.61 , Issue.4 , pp. 821-836
    • Yilmaz, I.1
  • 72
    • 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. J Eng Geol 68: 373-386.
    • (2003) J Eng Geol , vol.68 , pp. 373-386
    • Zhou, G.1    Esaki, T.2    Mitani, Y.3    Xie, M.4    Mori, J.5


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