메뉴 건너뛰기




Volumn 2010, Issue 1, 2010, Pages 17-32

Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model

Author keywords

Cross validation; Frequency ratio; GIS; Landslide susceptibility; Malaysia; Remote sensing

Indexed keywords


EID: 77955354845     PISSN: 14328364     EISSN: None     Source Type: Journal    
DOI: 10.1127/1432-8364/2010/0037     Document Type: Article
Times cited : (109)

References (30)
  • 1
    • 43149096254 scopus 로고    scopus 로고
    • Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models
    • DOI 10.1007/s00254-007-0882-8
    • AKGUN, A., DAG, S. & BULUT, F., 2008: Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models. -Environmental Geology 54 (6): 1127-1143. (Pubitemid 351641263)
    • (2008) Environmental Geology , vol.54 , Issue.6 , pp. 1127-1143
    • Akgun, A.1    Dag, S.2    Bulut, F.3
  • 2
    • 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)
    • DOI 10.1007/s00254-006-0264-7
    • 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). - Environmental Geology 50: 941-961. (Pubitemid 44399591)
    • (2006) Environmental Geology , vol.50 , Issue.7 , pp. 941-961
    • Clerici, A.1    Perego, S.2    Tellini, C.3    Vescovi, P.4
  • 3
    • 0035136481 scopus 로고    scopus 로고
    • Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong
    • DOI 10.1007/s002540000163
    • DAI, F.C, LEE, C.F., LI, J. & Xu, Z.W., 2001: Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. - Environmental Geology 40: 381-391. (Pubitemid 32143049)
    • (2001) Environmental Geology , vol.40 , Issue.3 , pp. 381-391
    • Dai, F.C.1    Lee, C.F.2    Li, J.3    Xu, Z.W.4
  • 4
    • 0036487950 scopus 로고    scopus 로고
    • Assessment of landslide susceptibility for a landslide-prone area (north of Yenice, NW Turkey) by fuzzy approach
    • DOI 10.1007/s00254-001-0454-2
    • ERCANOGLU, M. & GOKCEOGLU, C., 2002: Assessment of landslide susceptibility for a landslide-prone area (north of Yenice, NW Turkye) by fuzzy approach. - Environmental Geology 41: 720-730. (Pubitemid 36053029)
    • (2002) Environmental Geology , vol.41 , Issue.6 , pp. 720-730
    • Ercanoglu, M.1    Gokceoglu, C.2
  • 5
    • 0343069785 scopus 로고    scopus 로고
    • Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, Central Italy
    • DOI 10.1016/S0169-555X(99)00078-1, PII S0169555X99000781, 28th Annual Binghampton Symposium: changing the face of the Earth - engineering geomorphology
    • GUZZETTI, F., CARRARRA, 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: 181-216. (Pubitemid 30247527)
    • (1999) Geomorphology , vol.31 , Issue.1-4 , pp. 181-216
    • Guzzetti, F.1    Carrara, A.2    Cardinali, M.3    Reichenbach, P.4
  • 6
    • 42449164276 scopus 로고    scopus 로고
    • Doline probability map using logistic regression and GIS technology in the central Ebro Basin (Spain)
    • DOI 10.1007/s00254-007-0895-3, Advances and challenges of GIS and DBMS applications in karst
    • LAMELAS, M.T., MARINONI, O., HOPPE, A. & RIVA, J., 2008: Doline probability map using logistic regression and GIS technology in the central Ebro Basin (Spain). - Environmental Geology 54: 963-977. (Pubitemid 351568651)
    • (2008) Environmental Geology , vol.54 , Issue.5 , pp. 963-977
    • Lamelas, M.T.1    Marinoni, O.2    Hoppe, A.3    De La Riva, J.4
  • 7
    • 0142123238 scopus 로고    scopus 로고
    • Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea
    • DOI 10.1007/s00254-003-0825-y
    • LEE, S., RYU, J.H., LEE, M.J. & WON, J.S., 2003: Landslide susceptibility analysis using artificial neural network at Boeun, Korea. Environmental Geology 44: 820-833. (Pubitemid 37261481)
    • (2003) Environmental Geology , vol.44 , Issue.7 , pp. 820-833
    • Lee, S.1    Ryu, J.-H.2    Lee, M.-J.3    Won, J.-S.4
  • 8
    • 2942620081 scopus 로고    scopus 로고
    • Probabilistic landslide hazard mapping using GIS and remote sensing data at Boun, Korea
    • DOI 10.1080/01431160310001618734
    • LEE, S., CHOI, J. & MIN, K., 2004a: Probabilistic Landslide Hazard Mapping using GIS and Remote Sensing Data at Boeun, Korea. -International Journal of Remote Sensing 25: 2037-2052. (Pubitemid 38762489)
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.11 , pp. 2037-2052
    • Lee, S.1    Choi, J.2    Min, K.3
  • 9
    • 1642505737 scopus 로고    scopus 로고
    • Determination and application of the weights for landslide susceptibility mapping using an artificial neural network
    • DOI 10.1016/S0013-7952(03)00142-X
    • LEE, S., RYU, J.H., WON, J.S. & PARK, H.J., 2004b: Determination and application of the weights for landslide susceptibility mapping using an artificial neural network. - Engineering Geology 71: 289-302. (Pubitemid 38127091)
    • (2004) Engineering Geology , vol.71 , Issue.3-4 , pp. 289-302
    • Lee, S.1    Ryu, J.-H.2    Won, J.-S.3    Park, H.-J.4
  • 10
    • 18544372440 scopus 로고    scopus 로고
    • Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data
    • 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. - International Journal of Remote Sensing 26: 1477-1491. (Pubitemid 40659696)
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.7 , pp. 1477-1491
    • Lee, S.1
  • 11
    • 33750806806 scopus 로고    scopus 로고
    • Detecting landslide location using KOMPSAT 1 and its application to landslide-susceptibility mapping at the Gangneung area, Korea
    • DOI 10.1016/j.asr.2006.03.036, PII S0273117706001967
    • LEE, S. & LEE, M.J., 2006: Detecting landslide location using KOMPSAT 1 and its application to landslide-susceptibility mapping at the Gangneung area, Korea. - Advances in Space Research 38: 2261-2271. (Pubitemid 44716524)
    • (2006) Advances in Space Research , vol.38 , Issue.10 , pp. 2261-2271
    • Lee, S.1    Lee, M.-J.2
  • 12
    • 33845678462 scopus 로고    scopus 로고
    • Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia
    • DOI 10.1007/s12040-006-0004-0
    • LEE, S. & PRADHAN, B., 2006: Probabilistic Landslide Risk Mapping at Penang Island, Malaysia. - Journal of Earth System Science 115 (6): 661-672. (Pubitemid 44941960)
    • (2006) Journal of Earth System Science , vol.115 , Issue.6 , pp. 661-672
    • Lee, S.1    Pradhan, B.2
  • 13
    • 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. - Landslides 4: 33-41.
    • (2007) Landslides , vol.4 , pp. 33-41
    • Lee, S.1    Pradhan, B.2
  • 14
    • 0036523913 scopus 로고    scopus 로고
    • The use of predictive modeling techniques for optimal exploitation of spatial databases: A case study in landslide hazard mapping with expert system-like methods
    • DOI 10.1007/s002540100440
    • PISTOCCHI, A., Luzi, L. & NAPOLITANO, P., 2002: The use of predictive modeling techniques for optimal exploitation of spatial databases: a case study in landslide hazard mapping with expert system-like methods. - Environmental Geology 41: 765-775. (Pubitemid 36064273)
    • (2002) Environmental Geology , vol.41 , Issue.7 , pp. 765-775
    • Pistocchi, A.1    Luzi, L.2    Napolitano, P.3
  • 15
    • 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
    • doi: 10.1016/j.asr.2010.01.006 (on-line first)
    • 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. - Advances in Space Research; doi: 10.1016/j.asr.2010.01.006 (on-line first).
    • (2010) Advances in Space Research
    • Pradhan, B.1
  • 16
    • 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, M.F., 2009: Use of geospatial data for the development of fuzzy algebraic operators to landslide hazard mapping: a case study in Malaysia. - Applied Geomatics 1: 3-15.
    • (2009) Applied Geomatics , vol.1 , pp. 3-15
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 17
    • 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, M.F. & JALLALUDDIN, N., 2008: Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model. - Journal of Applied Remote Sensing 2: 1-11.
    • (2008) Journal of Applied Remote Sensing , vol.2 , pp. 1-11
    • Pradhan, B.1    Lee, S.2    Mansor, S.3    Buchroithner, M.F.4    Jallaluddin, N.5
  • 18
    • 70350086738 scopus 로고    scopus 로고
    • Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis by using an artificial neural network model at selangor, Malaysia
    • PRADHAN, B. & LEE, S., 2008a: Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis by using an artificial neural network model at Selangor, Malaysia. -Earth Science Frontiers 14 (6): 143-152.
    • (2008) Earth Science Frontiers , vol.14 , Issue.6 , pp. 143-152
    • Pradhan, B.1    Lee, S.2
  • 19
    • 70350074037 scopus 로고    scopus 로고
    • Landslide risk analysis using artificial neural network model focusing on different training sites
    • PRADHAN, B. & LEE, S., 2009a: Landslide risk analysis using artificial neural network model focusing on different training sites. -International Journal of Physical Sciences 3 (11): 1-9.
    • (2009) International Journal of Physical Sciences , vol.3 , Issue.11 , pp. 1-9
    • Pradhan, B.1    Lee, S.2
  • 20
    • 77954084069 scopus 로고    scopus 로고
    • Delineation of landslide hazard areas on penang island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
    • doi: 10.1007/S12665-009-0245-8 (on-line first)
    • PRADHAN, B. & LEE, S., 2009b: Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. - Environmental Earth Sciences; doi: 10.1007/S12665-009-0245-8 (on-line first).
    • (2009) Environmental Earth Sciences
    • Pradhan, B.1    Lee, S.2
  • 21
    • 76749088419 scopus 로고    scopus 로고
    • Landslide susceptibility assessment and factor effect analysis: Backpropagation artificial neural networks and their comparision with fregquency ratio and bivariate logistic regression modelling
    • doi: 10.1016/j.envsoft.2009.10.016 (on-line first)
    • PRADHAN, B. & LEE, S., 2009C: Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparision with fregquency ratio and bivariate logistic regression modelling. - Environmental Modelling & Software; doi: 10.1016/j.envsoft.2009.10.016 (on-line first).
    • (2009) Environmental Modelling & Software
    • Pradhan, B.1    Lee, S.2
  • 22
    • 77149157821 scopus 로고    scopus 로고
    • Regional landslide susceptibility analysis using backpropagation neural network model at cameron highland, Malaysia
    • doi: 10.1007/S10346-009-0183-2 (on-line first)
    • PRADHAN, B. & LEE, S., 2009d: Regional landslide susceptibility analysis using backpropagation neural network model at Cameron Highland, Malaysia. - Landslides; doi: 10.1007/S10346-009-0183-2 (on-line first).
    • (2009) Landslides
    • Pradhan, B.1    Lee, S.2
  • 23
    • 77952010906 scopus 로고    scopus 로고
    • A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses
    • doi: 10.1016/j.compenvurbsys.2009.12.004 (on-line first)
    • PRADHAN, B., LEE, S. & BUCHROITHNER, M., 2010: A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses. - Computers, Environment and Urban Systems; doi: 10.1016/j.compenvurbsys.2009.12.004 (on-line first).
    • (2010) Computers, Environment and Urban Systems
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.3
  • 24
    • 33646521055 scopus 로고    scopus 로고
    • Estimation of stress and its use in evaluation of landslide prone regions using remote sensing data
    • PRADHAN, B., SINGH, R.P & BUCHROITHNER, M.F., 2006: Estimation of Stress and Its Use in Evaluation of Landslide Prone Regions Using Remote Sensing Data. - Advances in Space Research 37: 698-709.
    • (2006) Advances in Space Research , vol.37 , pp. 698-709
    • Pradhan, B.1    Singh, R.P.2    Buchroithner, M.F.3
  • 25
    • 0037367005 scopus 로고    scopus 로고
    • Analysis of the chiufengershan landslide triggered by the 1999 chi-chi earthquake in Taiwan
    • SHOU, K.J. & WANG, C.F., 2003: Analysis of the Chiufengershan landslide triggered by the 1999 Chi-Chi earthquake in Taiwan. - Engineering Geology 68: 237-250.
    • (2003) Engineering Geology , vol.68 , pp. 237-250
    • Shou, K.J.1    Wang, C.F.2
  • 26
    • 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, M.L. & DOYURAN, V., 2004: A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. -Environmental Geology 45: 665-679. (Pubitemid 38377594)
    • (2004) Environmental Geology , vol.45 , Issue.5 , pp. 665-679
    • Suzen, M.L.1    Doyuran, V.2
  • 27
    • 4444237740 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using the fuzzy gamma approach in a GIS, Kakan catchment area, southwest Iran
    • DOI 10.1111/j.1400-0952.2004.01068.x
    • TANGESTANI, M.H., 2004: Landslide susceptibility mapping using the fuzzy gamma approach in a GIS, Kakan catchment area, southwest Iran. -Australian Journal of Earth Sciences 51: 439-450. (Pubitemid 39196682)
    • (2004) Australian Journal of Earth Sciences , vol.51 , Issue.3 , pp. 439-450
    • Tangestani, M.H.1
  • 28
    • 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, M.U. & KORME, T., 2001: Natural Hazard Assessment Using GIS and Remote Sensing Methods, with Particular Reference to the Landslides in the Wondogenet Area, Ethiopia. - Phys. Chem. Earth (C) 26: 665-615.
    • (2001) Phys. Chem. Earth (C) , vol.26 , pp. 665-615
    • Temesgen, B.1    Mohammed, M.U.2    Korme, T.3
  • 29
    • 38849178211 scopus 로고    scopus 로고
    • Extraction of potential debris source areas by logistic regression technique: A case study from Barla, Besparmak and Kapi mountains (NW Taurids, Turkey)
    • DOI 10.1007/s00254-007-0788-5
    • TUNUSLUOGLU, M.C., GOKCEOGLU, C, NEFESLIOGLU, H.A. & SONMEZ, H., 2008: Extraction of potential debris source areas by logistic regression technique: a case study from Barla, Besparmak and Kapi mountains (NW Taurids, Turkey). -Environmental Geology 54 (1): 9-22. (Pubitemid 351208266)
    • (2008) Environmental Geology , vol.54 , Issue.1 , pp. 9-22
    • Tunusluoglu, M.C.1    Gokceoglu, C.2    Nefeslioglu, H.A.3    Sonmez, H.4
  • 30
    • 20444373745 scopus 로고    scopus 로고
    • Comparative evaluation of landslide susceptibility in Minamata area, Japan
    • DOI 10.1007/s00254-005-1225-2
    • WANG, H.B. & SASSA, K., 2005: Comparative evaluation of landslide susceptibility in Minamata area, Japan. - Environmental Geology 47: 956-966. (Pubitemid 40793264)
    • (2005) Environmental Geology , vol.47 , Issue.7 , pp. 956-966
    • Wang, H.B.1    Sassa, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.