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Volumn 8, Issue 3, 2015, Pages 1801-1812

Landslide susceptibility mapping by frequency ratio and logistic regression methods: an example from Niksar–Resadiye (Tokat, Turkey)

Author keywords

Frequency ratio; Landslide susceptibility; Logistic regression; North Anatolian fault

Indexed keywords


EID: 84894570463     PISSN: 18667511     EISSN: 18667538     Source Type: Journal    
DOI: 10.1007/s12517-014-1332-z     Document Type: Article
Times cited : (75)

References (52)
  • 2
    • 84858702111 scopus 로고    scopus 로고
    • A comparison of landslide susceptibility maps produced by logistic regression, multicriteria decision and likelihood ratio methods: case study at Izmir, Turkey
    • Akgun A (2012) A comparison of landslide susceptibility maps produced by logistic regression, multicriteria decision and likelihood ratio methods: case study at Izmir, Turkey. Landslides 9(1):93–106
    • (2012) Landslides , vol.9 , Issue.1 , pp. 93-106
    • Akgun, A.1
  • 3
    • 33847003368 scopus 로고    scopus 로고
    • GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region
    • Akgun A, Bulut F (2007) GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environ Geol 51:1377–1387
    • (2007) Environ Geol , vol.51 , pp. 1377-1387
    • Akgun, A.1    Bulut, F.2
  • 4
    • 82455187958 scopus 로고    scopus 로고
    • An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
    • Akgun A, Sezer EA, Nefeslioglu HA, Gokceoglu C, Pradhan B (2011) An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm. Comput Geosci 38(1):23–34
    • (2011) Comput Geosci , vol.38 , Issue.1 , pp. 23-34
    • Akgun, A.1    Sezer, E.A.2    Nefeslioglu, H.A.3    Gokceoglu, C.4    Pradhan, B.5
  • 5
    • 84865324961 scopus 로고    scopus 로고
    • Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey)
    • Akgun A, Kıncal C, Pradhan B (2012) Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey). Environ Monit Assess 184(9):5453–5470
    • (2012) Environ Monit Assess , vol.184 , Issue.9 , pp. 5453-5470
    • Akgun, A.1    Kıncal, C.2    Pradhan, B.3
  • 6
    • 85019171397 scopus 로고    scopus 로고
    • Integrated GIS Software. ESRI
    • ArcGIS (2009). Integrated GIS Software. ESRI, CA.
    • (2009) CA
  • 7
    • 84871936438 scopus 로고    scopus 로고
    • Generalized linear modelling of susceptibility to attributes
    • Atkinson PM, Massari R (1998) Generalized linear modelling of susceptibility to attributes. Eng Geol 32:81–100
    • (1998) Eng Geol , vol.32 , pp. 81-100
    • Atkinson, P.M.1    Massari, R.2
  • 8
    • 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. Geomorphology 65(1–2):15–31
    • (2005) Geomorphology , vol.65 , Issue.1-2 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 9
    • 85019260141 scopus 로고    scopus 로고
    • Hydrology, Sayı:1605, 7. baskı, 127–131,Teknik Universitesi Matbaası
    • Bayazıt M (1999) Hydrology, Sayı:1605, 7. baskı, 127–131,Teknik Universitesi Matbaası, İstanbul
    • (1999) İstanbul
    • Bayazıt, M.1
  • 10
    • 85019211669 scopus 로고    scopus 로고
    • Hydrology, 143–145, Birsen Yayınevi
    • Bayazıt M (2001) Hydrology, 143–145, Birsen Yayınevi, İstanbul
    • (2001) İstanbul
    • Bayazıt, M.1
  • 11
    • 84881441387 scopus 로고    scopus 로고
    • A comparative evaluation of heuristic and bivariate statistical modelling for landslide susceptibility mappings in Ghurmi–Dhad Khola, east Nepal
    • Bijukchhen SM, Kayastha P, Dhital MR (2013) A comparative evaluation of heuristic and bivariate statistical modelling for landslide susceptibility mappings in Ghurmi–Dhad Khola, east Nepal. Arab J Geosci 6:2727–2743
    • (2013) Arab J Geosci , vol.6 , pp. 2727-2743
    • Bijukchhen, S.M.1    Kayastha, P.2    Dhital, M.R.3
  • 13
    • 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). Environ Geol 44:949–962
    • (2003) Environ Geol , vol.44 , pp. 949-962
    • Cevik, E.1    Topal, T.2
  • 15
    • 0032736758 scopus 로고    scopus 로고
    • Probabilistic prediction models for landslide hazard mapping
    • Chung CF, Fabbri AG (1999) Probabilistic prediction models for landslide hazard mapping. Photogramm Eng Remote Sens 65(12):1388–1399
    • (1999) Photogramm Eng Remote Sens , vol.65 , Issue.12 , pp. 1388-1399
    • Chung, C.F.1    Fabbri, A.G.2
  • 17
    • 33748755108 scopus 로고    scopus 로고
    • A GIS-based automated procedure for landslide susceptibility mapping by the conditional analysis method: the Baganza Valley Case Study (Italian Northern Apennines)
    • Clerici A, Perego S, Tellini C, Vescovi P (2006) A GIS-based automated procedure for landslide susceptibility mapping by the conditional analysis method: the Baganza Valley Case Study (Italian Northern Apennines). Environ Geol 50:941–961
    • (2006) Environ Geol , vol.50 , pp. 941-961
    • Clerici, A.1    Perego, S.2    Tellini, C.3    Vescovi, P.4
  • 20
    • 84883799979 scopus 로고    scopus 로고
    • Influence of seismic acceleration on landslide susceptibility maps: a case study from NE Turkey (the Kelkit Valley)
    • Das O, Sonmez H, Gokceoglu C, Nefeslioglu H (2013) Influence of seismic acceleration on landslide susceptibility maps: a case study from NE Turkey (the Kelkit Valley). Landslides 10(4):433–454
    • (2013) Landslides , vol.10 , Issue.4 , pp. 433-454
    • Das, O.1    Sonmez, H.2    Gokceoglu, C.3    Nefeslioglu, H.4
  • 21
    • 84871937968 scopus 로고    scopus 로고
    • A comparison of landslide susceptibility mapping of the eastern part of the North Anatolian Fault Zone (Turkey) by likelihood-frequency ratio and analytic hierarchy process methods
    • Demir G, Aytekin M, Akgun A, İkizler SB, Tatar O (2013) A comparison of landslide susceptibility mapping of the eastern part of the North Anatolian Fault Zone (Turkey) by likelihood-frequency ratio and analytic hierarchy process methods. Nat Hazards 65:1481–1506
    • (2013) Nat Hazards , vol.65 , pp. 1481-1506
    • Demir, G.1    Aytekin, M.2    Akgun, A.3    İkizler, S.B.4    Tatar, O.5
  • 23
    • 77149130925 scopus 로고    scopus 로고
    • Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway)
    • Erener A, Duzgun HS (2010) Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway). Landslides 7:55–68
    • (2010) Landslides , vol.7 , pp. 55-68
    • Erener, A.1    Duzgun, H.S.2
  • 24
    • 14844322351 scopus 로고    scopus 로고
    • Artificial neural networks applied to landslide susceptibility assessment
    • Ermini L, Catani F, Casagli N (2004) Artificial neural networks applied to landslide susceptibility assessment. Geomorphology 66:327–343
    • (2004) Geomorphology , vol.66 , pp. 327-343
    • Ermini, L.1    Catani, F.2    Casagli, N.3
  • 25
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T (2006) An introduction to ROC analysis. Pattern Recogn Lett 27:861–874
    • (2006) Pattern Recogn Lett , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 26
    • 55749106215 scopus 로고    scopus 로고
    • Guidelines for landslide susceptibility, hazard and risk zoning for land use planning
    • Fell R, Corominas J, Bonnard C, Cascini L, Leroi E, Savage W (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Eng Geol 102:85–98
    • (2008) Eng Geol , vol.102 , pp. 85-98
    • Fell, R.1    Corominas, J.2    Bonnard, C.3    Cascini, L.4    Leroi, E.5    Savage, W.6
  • 27
    • 85019214534 scopus 로고    scopus 로고
    • MTA Publications, Ankara:
    • General Directorate of Mineral Research and Explorations (2005). 1:25.000 Scale Landslide inventory sheets. MTA Publications, Ankara.
    • (2005) 1:25.000 Scale Landslide inventory sheets
  • 28
    • 85019189863 scopus 로고    scopus 로고
    • General Directory of Meteorological Services of Turkey (2013). Accessed 16 Dec 2013
    • General Directory of Meteorological Services of Turkey (2013). http://www.dhmi.gov.tr Accessed 16 Dec 2013
  • 29
    • 24644448789 scopus 로고    scopus 로고
    • The 17 March 2005 Kuzulu landslide (Sivas, Turkey) and landslide susceptibility map of its near vicinity
    • Gokceoglu C, Sonmez H, Nefeslioglu HA, Duman TY, Can T (2005) The 17 March 2005 Kuzulu landslide (Sivas, Turkey) and landslide susceptibility map of its near vicinity. Eng Geol 81:65–83
    • (2005) Eng Geol , vol.81 , pp. 65-83
    • Gokceoglu, C.1    Sonmez, H.2    Nefeslioglu, H.A.3    Duman, T.Y.4    Can, T.5
  • 31
    • 84902014292 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using GIS- based multi-criteria decision analysis, support vector machines, and logistic regression. Landslides. doi:10.1007/s10346-013-0391-7
    • Kavzoglu T, Sahin EK, Colkesen I (2013) Landslide susceptibility mapping using GIS- based multi-criteria decision analysis, support vector machines, and logistic regression. Landslides. doi:10.1007/s10346-013-0391-7, 1–10
    • (2013) 1–10
    • Kavzoglu, T.1    Sahin, E.K.2    Colkesen, I.3
  • 32
    • 79952711476 scopus 로고    scopus 로고
    • Landslide susceptibility analysis with a bivariate approach and GIS in Northern Iran
    • Kelarestaghi A, Ahmadi H (2009) Landslide susceptibility analysis with a bivariate approach and GIS in Northern Iran. Arab J Geosci 2:95–101
    • (2009) Arab J Geosci , vol.2 , pp. 95-101
    • Kelarestaghi, A.1    Ahmadi, H.2
  • 33
    • 32644435115 scopus 로고    scopus 로고
    • A landslide susceptibility model using the analytical hierarchy process method and multivariate statistics in Perialpine Slovenia
    • Komac M (2006) A landslide susceptibility model using the analytical hierarchy process method and multivariate statistics in Perialpine Slovenia. Geomorphology 71(1–4):17–28
    • (2006) Geomorphology , vol.71 , Issue.1-4 , pp. 17-28
    • Komac, M.1
  • 34
    • 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 (2005) Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data. Int J Remote Sens 26:1477–1491
    • (2005) Int J Remote Sens , vol.26 , pp. 1477-1491
    • Lee, S.1
  • 35
    • 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 40:1095–1113
    • (2001) Environ Geol , vol.40 , pp. 1095-1113
    • Lee, S.1    Min, K.2
  • 36
    • 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. Int J Remote Sens 25:2037–2052
    • (2004) Int J Remote Sens , vol.25 , pp. 2037-2052
    • Lee, S.1    Choi, J.2    Min, K.3
  • 37
    • 38149018494 scopus 로고    scopus 로고
    • Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Eastern Black Sea region of Turkey)
    • Nefeslioglu AH, Duman TY, Durmaz S (2008) Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Eastern Black Sea region of Turkey). Geomorphology 94(3):401–418
    • (2008) Geomorphology , vol.94 , Issue.3 , pp. 401-418
    • Nefeslioglu, A.H.1    Duman, T.Y.2    Durmaz, S.3
  • 38
    • 84871107695 scopus 로고    scopus 로고
    • Remote sensing data derived parameters and its use in landslide susceptibility assessment using Shannonâs entropy and GIS
    • Pourghasemi HR, Pradhan B, Gokceoglu C (2012a) Remote sensing data derived parameters and its use in landslide susceptibility assessment using Shannonâs entropy and GIS. Appl Mech Mater 225:486–491
    • (2012) Appl Mech Mater , vol.225 , pp. 486-491
    • Pourghasemi, H.R.1    Pradhan, B.2    Gokceoglu, C.3
  • 39
    • 84862318369 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran
    • Pourghasemi HR, Mohammady M, Pradhan B (2012b) Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran. Catena 97:71–84
    • (2012) Catena , vol.97 , pp. 71-84
    • Pourghasemi, H.R.1    Mohammady, M.2    Pradhan, B.3
  • 40
    • 84870850608 scopus 로고    scopus 로고
    • A comparative assessment of prediction capabilities of Dempster–Shafer and weights-of-evidence models in landslide susceptibility mapping using GIS
    • Pourghasemi HR, Pradhan B, Gokceoglu C, Moezzi KD (2013) A comparative assessment of prediction capabilities of Dempster–Shafer and weights-of-evidence models in landslide susceptibility mapping using GIS. Geomatics Nat Hazards Risk 4(2):93–118
    • (2013) Geomatics Nat Hazards Risk , vol.4 , Issue.2 , pp. 93-118
    • Pourghasemi, H.R.1    Pradhan, B.2    Gokceoglu, C.3    Moezzi, K.D.4
  • 41
    • 80051846342 scopus 로고    scopus 로고
    • Manifestation of an advanced fuzzy logic model coupled with geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling
    • Pradhan B (2011) Manifestation of an advanced fuzzy logic model coupled with geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling. Environ Ecol Stat 18(3):471–493
    • (2011) Environ Ecol Stat , vol.18 , Issue.3 , pp. 471-493
    • Pradhan, B.1
  • 42
    • 84870298875 scopus 로고    scopus 로고
    • A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using
    • Pradhan B (2013) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using. GIS Comput Geosci 51:350–365
    • (2013) GIS Comput Geosci , vol.51 , pp. 350-365
    • Pradhan, B.1
  • 43
    • 77954455525 scopus 로고    scopus 로고
    • Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models
    • Pradhan B, Youssef AM (2010) Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models. Arab J Geosci 3:319–326
    • (2010) Arab J Geosci , vol.3 , pp. 319-326
    • Pradhan, B.1    Youssef, A.M.2
  • 44
    • 84871141192 scopus 로고    scopus 로고
    • Application of airborne LiDAR-derived parameters and probabilistic-based frequency ratio model in landslide susceptibility mapping
    • Pradhan B, Latif ZA, Aman SNA (2012) Application of airborne LiDAR-derived parameters and probabilistic-based frequency ratio model in landslide susceptibility mapping. Appl Mech Mater 225:442–447
    • (2012) Appl Mech Mater , vol.225 , pp. 442-447
    • Pradhan, B.1    Latif, Z.A.2    Aman, S.N.A.3
  • 45
    • 84895074041 scopus 로고    scopus 로고
    • Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya. Arab J Geosci. doi:10.1007/s12517-012-0807-z
    • Regmi AD, Devkota KC, Yoshida K, Pradhan B, Pourghasemi HR, Kumamoto T, Akgun A (2013) Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya. Arab J Geosci. doi:10.1007/s12517-012-0807-z, 1–18 (online)
    • (2013) 1–18 (online)
    • Regmi, A.D.1    Devkota, K.C.2    Yoshida, K.3    Pradhan, B.4    Pourghasemi, H.R.5    Kumamoto, T.6    Akgun, A.7
  • 47
    • 84860323200 scopus 로고    scopus 로고
    • Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): a comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
    • Tien Bui D, Pradhan B, Lofman O, Revhaug I, Dick OB (2012) Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): a comparative assessment of the efficacy of evidential belief functions and fuzzy logic models. Catena 96:28–40
    • (2012) Catena , vol.96 , pp. 28-40
    • Tien Bui, D.1    Pradhan, B.2    Lofman, O.3    Revhaug, I.4    Dick, O.B.5
  • 48
    • 0027844260 scopus 로고
    • Remote sensing and geographic information systems for geological hazard mitigation
    • Van Westen CJ (1994) Remote sensing and geographic information systems for geological hazard mitigation. ITC-J 4:393–399
    • (1994) ITC-J , vol.4 , pp. 393-399
    • Van Westen, C.J.1
  • 50
    • 55849117350 scopus 로고    scopus 로고
    • Spatial data for landslide susceptibility, hazards and vulnerability assessment : an overview
    • Van Westen, C.J., Castellanos Abella, E.A., Sekhar, L.K. (2008) Spatial data for landslide susceptibility, hazards and vulnerability assessment: an overview. In: Engineering geology, 102 (3-4):112–131
    • (2008) Engineering geology , vol.102 , Issue.3-4 , pp. 112-131
    • Van Westen, C.J.1    Castellanos Abella, E.A.2    Sekhar, L.K.3
  • 51
    • 84884203626 scopus 로고    scopus 로고
    • Controlling parameter analyses and hazard mapping for earthquake-triggered landslides: an example from a square region in Beichuan County, Sichuan Province, China
    • Xu C, Xu X (2013) Controlling parameter analyses and hazard mapping for earthquake-triggered landslides: an example from a square region in Beichuan County, Sichuan Province, China. Arab J Geosci 6:3827–3839
    • (2013) Arab J Geosci , vol.6 , pp. 3827-3839
    • Xu, C.1    Xu, X.2


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