메뉴 건너뛰기




Volumn 75, Issue 2, 2016, Pages 575-590

Modification of seed cell sampling strategy for landslide susceptibility mapping: an application from the Eastern part of the Gallipoli Peninsula (Canakkale, Turkey)

Author keywords

Gallipoli Peninsula; Landslide; Sampling strategy; Seed cell; Susceptibility

Indexed keywords

CELLS; CYTOLOGY; MAGNETIC SUSCEPTIBILITY; MAPPING; SENSITIVITY ANALYSIS;

EID: 84930897803     PISSN: 14359529     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10064-015-0759-0     Document Type: Article
Times cited : (61)

References (50)
  • 1
    • 84858702111 scopus 로고    scopus 로고
    • A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir
    • Akgun A (2012) A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir. Turkey. Landslides 9(1):93–106
    • (2012) Turkey. Landslides , vol.9 , Issue.1 , pp. 93-106
    • Akgun, A.1
  • 2
    • 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 (2012) An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm. Computer Geosci 38(1):23–34
    • (2012) Computer 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
  • 3
    • 84888082316 scopus 로고    scopus 로고
    • A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping
    • Althuwaynee OF, Pradhan B, Park HJ, Lee JH (2014) A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping. Catena 114:21–36
    • (2014) Catena , vol.114 , pp. 21-36
    • Althuwaynee, O.F.1    Pradhan, B.2    Park, H.J.3    Lee, J.H.4
  • 4
    • 79955767107 scopus 로고    scopus 로고
    • Autologistic modelling of susceptibility to landsliding in the Central Apennines
    • Atkinson PM, Massari R (2011) Autologistic modelling of susceptibility to landsliding in the Central Apennines. Italy. Geomorphol 130(1–2):55–64
    • (2011) Italy. Geomorphol , vol.130 , Issue.1-2 , pp. 55-64
    • Atkinson, P.M.1    Massari, R.2
  • 5
    • 73549087840 scopus 로고    scopus 로고
    • GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the three Gorges area, China
    • Bai SB, Wang J, Lu GN, Zhou PG, Hou SS, Xu SN (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.B.1    Wang, J.2    Lu, G.N.3    Zhou, P.G.4    Hou, S.S.5    Xu, S.N.6
  • 6
    • 32344452779 scopus 로고    scopus 로고
    • Validation and evaluation of predictive models in hazard assessment and risk management
    • Begueria S (2006) Validation and evaluation of predictive models in hazard assessment and risk management. Nat Hazards 37:315–329
    • (2006) Nat Hazards , vol.37 , pp. 315-329
    • Begueria, S.1
  • 7
    • 80955178875 scopus 로고    scopus 로고
    • Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression
    • Bui DT, Lofman O, Revhaug I, Dick O (2011) Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression. Nat Hazards 59(3):1413–1444
    • (2011) Nat Hazards , vol.59 , Issue.3 , pp. 1413-1444
    • Bui, D.T.1    Lofman, O.2    Revhaug, I.3    Dick, O.4
  • 8
    • 38149036565 scopus 로고    scopus 로고
    • Comparing models of debris–flow susceptibility in the alpine environment
    • Carrara A, Crosta G, Frattini P (2008) Comparing models of debris–flow susceptibility in the alpine environment. Geomorphology 94(3–4):353–378
    • (2008) Geomorphology , vol.94 , Issue.3-4 , pp. 353-378
    • Carrara, A.1    Crosta, G.2    Frattini, P.3
  • 9
    • 80053132937 scopus 로고    scopus 로고
    • Landslide susceptibility zonation through ratings derived from artificial neural network
    • Chauhan S, Sharma M, Arora MK, Gupta NK (2010) Landslide susceptibility zonation through ratings derived from artificial neural network. Int J Appl Earth Obs Geoinf 12(5):340–350
    • (2010) Int J Appl Earth Obs Geoinf , vol.12 , Issue.5 , pp. 340-350
    • Chauhan, S.1    Sharma, M.2    Arora, M.K.3    Gupta, N.K.4
  • 10
    • 84855187648 scopus 로고    scopus 로고
    • Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS
    • Choi J, Oh H-J, Lee H-J, Lee C, Lee S (2012) Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS. Eng Geol 124:12–23
    • (2012) Eng Geol , vol.124 , pp. 12-23
    • Choi, J.1    Oh, H.-J.2    Lee, H.-J.3    Lee, C.4    Lee, S.5
  • 11
    • 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
  • 12
    • 84966654130 scopus 로고    scopus 로고
    • CNN (2014) Cable News Network
    • CNN (2014) Cable News Network. http://edition.cnn.com
  • 13
    • 84966654151 scopus 로고    scopus 로고
    • CORINE (2006) Coordinate of Information on the Environment
    • CORINE (2006) Coordinate of Information on the Environment. http://aris.ormansu.gov.tr/crn
  • 16
    • 84966502811 scopus 로고    scopus 로고
    • Assessment of sampling and validation strategies in production of landslide susceptibility maps (Eastern Part of Gallipoli Peninsula). Hacettepe University, Institute of Science, Ankara
    • Dagdelenler G (2013) Assessment of sampling and validation strategies in production of landslide susceptibility maps (Eastern Part of Gallipoli Peninsula). Hacettepe University, Institute of Science, Ankara, Turkey, p 186 (unpublished report)
    • (2013) Turkey, p , vol.186 , Issue.unpublished report
    • Dagdelenler, G.1
  • 17
    • 84966654146 scopus 로고    scopus 로고
    • Duman T, Nefeslioglu HA, Can T, Ates S, Durmaz S, Olgun S, Hamzacebi S, Kecer M (2006) Turkiye Heyelan Envanteri Haritasi, 1/500,000 olcekli Istanbul Paftasi. Maden Tetkik ve Arama Genel Mudurlugu (MTA) Ozel Yayinlar Serisi-6, Ankara, 25 s. (In Turkish)
    • Duman T, Nefeslioglu HA, Can T, Ates S, Durmaz S, Olgun S, Hamzacebi S, Kecer M (2006) Turkiye Heyelan Envanteri Haritasi, 1/500,000 olcekli Istanbul Paftasi. Maden Tetkik ve Arama Genel Mudurlugu (MTA) Ozel Yayinlar Serisi-6, Ankara, 25 s. (In Turkish)
  • 18
    • 80053130835 scopus 로고    scopus 로고
    • Application of logistic regression and fuzzy operators to landslide susceptibility assessment in Azdavay (Kastamonu, Turkey)
    • Ercanoglu M, Temiz FA (2011) Application of logistic regression and fuzzy operators to landslide susceptibility assessment in Azdavay (Kastamonu, Turkey). Environ Earth Sci 64:949–964
    • (2011) Environ Earth Sci , vol.64 , pp. 949-964
    • Ercanoglu, M.1    Temiz, F.A.2
  • 19
    • 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
  • 20
    • 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 WZ (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.Z.6
  • 21
    • 48449091073 scopus 로고    scopus 로고
    • Implementation of reconstructed geomorphologic units in landslide susceptibility mapping: the Melen Gorge (NW Turkey)
    • Gorum T, Gonencgil B, Gokceoglu C, Nefeslioglu HA (2008) Implementation of reconstructed geomorphologic units in landslide susceptibility mapping: the Melen Gorge (NW Turkey). Nat Hazards 46:323–351
    • (2008) Nat Hazards , vol.46 , pp. 323-351
    • Gorum, T.1    Gonencgil, B.2    Gokceoglu, C.3    Nefeslioglu, H.A.4
  • 22
    • 20444421521 scopus 로고    scopus 로고
    • Probabilistic landslide susceptibility and factor effect analysis
    • Lee S, Talib JA (2005) Probabilistic landslide susceptibility and factor effect analysis. Environ Geol 47:982–990
    • (2005) Environ Geol , vol.47 , pp. 982-990
    • Lee, S.1    Talib, J.A.2
  • 23
    • 84966655945 scopus 로고    scopus 로고
    • MGM (2007) Meteoroloji Genel Mudurlugu (Turkish State Meteorological Service)
    • MGM (2007) Meteoroloji Genel Mudurlugu (Turkish State Meteorological Service). http://www.mgm.gov.tr
  • 24
    • 0022766432 scopus 로고
    • Sediment transport capacity of sheet and rill flow: application of unit stream power theory
    • Moore ID, Burch GJ (1986) Sediment transport capacity of sheet and rill flow: application of unit stream power theory. Water Resour Res 22:1350–1360
    • (1986) Water Resour Res , vol.22 , pp. 1350-1360
    • Moore, I.D.1    Burch, G.J.2
  • 25
    • 0027088127 scopus 로고
    • Length-slope factors for the revised universal soil loss equation: simplified method of estimation
    • Moore ID, Wilson JP (1992) Length-slope factors for the revised universal soil loss equation: simplified method of estimation. J Soil Water Conserv 47(5):423–428
    • (1992) J Soil Water Conserv , vol.47 , Issue.5 , pp. 423-428
    • Moore, I.D.1    Wilson, J.P.2
  • 26
    • 0026359098 scopus 로고
    • Digital terrain modelling: a review of hydrological, geomorphological, and biological applications
    • Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modelling: a review of hydrological, geomorphological, and biological applications. Hydrol Process 5(1):3–30
    • (1991) Hydrol Process , vol.5 , Issue.1 , pp. 3-30
    • Moore, I.D.1    Grayson, R.B.2    Ladson, A.R.3
  • 27
    • 84966690651 scopus 로고    scopus 로고
    • Sayısallastırılmıs 1/25000 Olcekli Jeoloji Haritası
    • MTA (2008) Sayısallastırılmıs 1/25000 Olcekli Jeoloji Haritası, H-16 Gelibolu paftası
    • (2008) H-16 Gelibolu paftası
  • 28
    • 70449726439 scopus 로고    scopus 로고
    • A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
    • Nandi A, Shakoor A (2010) A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses. Eng Geol 110(1–2):11–20
    • (2010) Eng Geol , vol.110 , Issue.1-2 , pp. 11-20
    • Nandi, A.1    Shakoor, A.2
  • 29
    • 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 HA, Gokceoglu C, Sonmez H (2008) 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(3–4):171–191
    • (2008) Eng Geol , vol.97 , Issue.3-4 , pp. 171-191
    • Nefeslioglu, H.A.1    Gokceoglu, C.2    Sonmez, H.3
  • 30
    • 82255186498 scopus 로고    scopus 로고
    • Medium-scale hazard mapping for shallow landslide initiation: the Buyukkoy catchment area (Cayeli, Rize, Turkey)
    • Nefeslioglu HA, Gokceoglu C, Sonmez H, Gorum T (2011) Medium-scale hazard mapping for shallow landslide initiation: the Buyukkoy catchment area (Cayeli, Rize, Turkey). Landslides 8(4):459–483
    • (2011) Landslides , vol.8 , Issue.4 , pp. 459-483
    • Nefeslioglu, H.A.1    Gokceoglu, C.2    Sonmez, H.3    Gorum, T.4
  • 31
    • 84858077092 scopus 로고    scopus 로고
    • An assessment on the use of Terra ASTER L3A data in landslide susceptibility mapping
    • Nefeslioglu HA, San BT, Gokceoglu C, Duman TY (2012) An assessment on the use of Terra ASTER L3A data in landslide susceptibility mapping. Int J Appl Earth Obs Geoinf 14(1):40–60
    • (2012) Int J Appl Earth Obs Geoinf , vol.14 , Issue.1 , pp. 40-60
    • Nefeslioglu, H.A.1    San, B.T.2    Gokceoglu, C.3    Duman, T.Y.4
  • 32
    • 80051570616 scopus 로고    scopus 로고
    • Application of a neuro-fuzzy model to landslide susceptibility mapping for shallow landslides in a tropical hilly area
    • Oh HJ, Pradhan B (2011) Application of a neuro-fuzzy model to landslide susceptibility mapping for shallow landslides in a tropical hilly area. Computer Geosci 37(9):1264–1276
    • (2011) Computer Geosci , vol.37 , Issue.9 , pp. 1264-1276
    • Oh, H.J.1    Pradhan, B.2
  • 33
    • 11744379424 scopus 로고
    • Gelibolu Yarımadası orta bolumunun sedimanter fasiyesleri ve tektonik evrimi
    • Onal M (1986) Gelibolu Yarımadası orta bolumunun sedimanter fasiyesleri ve tektonik evrimi. KB Anadolu, Turkiye: Jeoloji Muh. 29:37–46
    • (1986) KB Anadolu, Turkiye: Jeoloji Muh. , vol.29 , pp. 37-46
    • Onal, M.1
  • 34
    • 84877043160 scopus 로고    scopus 로고
    • A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: sultan Mountains, SW Turkey
    • Ozdemir A, Altural T (2013) A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: sultan Mountains, SW Turkey. J Asian Earth Sci 64:180–197
    • (2013) J Asian Earth Sci , vol.64 , pp. 180-197
    • Ozdemir, A.1    Altural, T.2
  • 35
    • 78650613649 scopus 로고    scopus 로고
    • Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches
    • Pradhan B (2010) Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches. J Indian Soc of Remote Sens 38(2):301–320
    • (2010) J Indian Soc of Remote Sens , vol.38 , Issue.2 , pp. 301-320
    • Pradhan, B.1
  • 36
    • 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 GIS
    • 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) Comput Geosci , vol.51 , pp. 350-365
    • Pradhan, B.1
  • 37
    • 77149157821 scopus 로고    scopus 로고
    • Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland
    • Pradhan B, Lee S (2010a) Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland. Malays. Landslides 7(1):13–30
    • (2010) Malays. Landslides , vol.7 , Issue.1 , pp. 13-30
    • Pradhan, B.1    Lee, S.2
  • 38
    • 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, Lee S (2010b) 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) Environ Modell Softw , vol.25 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 39
    • 79960592528 scopus 로고    scopus 로고
    • GIS based landslide susceptibility mapping of Tevankarai Ar sub-watershed, Kodaikkanal, India using binary logistic regression analysis
    • Ramani SE, Pitchaimani K, Gnanamanickam VR (2011) GIS based landslide susceptibility mapping of Tevankarai Ar sub-watershed, Kodaikkanal, India using binary logistic regression analysis. J Mt Sci 8(4):505–551
    • (2011) J Mt Sci , vol.8 , Issue.4 , pp. 505-551
    • Ramani, S.E.1    Pitchaimani, K.2    Gnanamanickam, V.R.3
  • 40
    • 84897832181 scopus 로고    scopus 로고
    • An evaluation of SVM using polygon-based random sampling in landslide susceptibility mapping: the Candir catchment area (Western Antalya, Turkey)
    • San BT (2014) An evaluation of SVM using polygon-based random sampling in landslide susceptibility mapping: the Candir catchment area (Western Antalya, Turkey). Int J Appl Earth Obs Geoinf 26:399–412
    • (2014) Int J Appl Earth Obs Geoinf , vol.26 , pp. 399-412
    • San, B.T.1
  • 41
    • 12144285470 scopus 로고
    • Turkiye’nin diri fayları ve depremselligi. MTA
    • Saroglu F, Emre O, Boray A (1987) Turkiye’nin diri fayları ve depremselligi. MTA, Rapor No: 8174
    • (1987) Rapor No , pp. 8174
    • Saroglu, F.1    Emre, O.2    Boray, A.3
  • 42
    • 84890832265 scopus 로고    scopus 로고
    • Landslide susceptibility mapping at central Zab basin, Iran: a comparison between analytical hierarchy process, frequency ratio and logistic regression models
    • Shahabi H, Khezri S, Ahmada BB, Hashim M (2014) Landslide susceptibility mapping at central Zab basin, Iran: a comparison between analytical hierarchy process, frequency ratio and logistic regression models. Catena 115:55–70
    • (2014) Catena , vol.115 , pp. 55-70
    • Shahabi, H.1    Khezri, S.2    Ahmada, B.B.3    Hashim, M.4
  • 43
    • 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 (2004) 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
  • 44
    • 84966540759 scopus 로고    scopus 로고
    • TUAA (2013) Turkiye Ulusal Afet Arsiv (National Disaster Data Bank of Turkey)
    • TUAA (2013) Turkiye Ulusal Afet Arsiv (National Disaster Data Bank of Turkey). http://www.tuaa.afad.gov.tr
  • 45
    • 84877835260 scopus 로고    scopus 로고
    • Landslide susceptibility analysis with logistic regression model based on FCM sampling strategy
    • Wang L-J, Sawada K, Moriguchi S (2013) Landslide susceptibility analysis with logistic regression model based on FCM sampling strategy. Comput Geosci 57:81–92
    • (2013) Comput Geosci , vol.57 , pp. 81-92
    • Wang, L.-J.1    Sawada, K.2    Moriguchi, S.3
  • 47
    • 84862817248 scopus 로고    scopus 로고
    • GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China
    • Xu C, Dai F, Xu X, Lee YH (2012) GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China. Geomorphol 145–146:70–80
    • (2012) Geomorphol , vol.145-146 , pp. 70-80
    • Xu, C.1    Dai, F.2    Xu, X.3    Lee, Y.H.4
  • 48
    • 79952246678 scopus 로고    scopus 로고
    • A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey
    • Yalcin A, Reis S, Aydinoglu AC, Yomralioglu T (2011) A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85:274–287
    • (2011) Catena , vol.85 , pp. 274-287
    • Yalcin, A.1    Reis, S.2    Aydinoglu, A.C.3    Yomralioglu, T.4
  • 49
    • 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 (2009) 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
    • (2009) Comput Geosci , vol.35 , Issue.6 , pp. 1125-1138
    • Yilmaz, I.1
  • 50
    • 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.