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Volumn 46, Issue , 2012, Pages 317-329

Comparison of different models for susceptibility mapping of earthquake triggered landslides related with the 2008 Wenchuan earthquake in China

Author keywords

Artificial neural networks; Bivariate statistics; Earthquake triggered landslides; Landslide susceptibility mapping; Logistic regression; Support vector machine

Indexed keywords

BA MODEL; BIVARIATE; DATA LAYER; KERNEL FUNCTION; LANDSLIDE SUSCEPTIBILITY MAPPING; LOGISTIC REGRESSIONS; MAIN ROADS; PEAK GROUND ACCELERATION; PREDICTION RATE; RADIAL BASIS; RADIAL BASIS FUNCTIONS; SLOPE ANGLES; SOFTCOMPUTING TECHNIQUES; STUDY AREAS; SURFACE RUPTURES; SUSCEPTIBILITY MAPPING; SUSCEPTIBILITY MAPS; SVM MODEL; THEMATIC DATA; TOPOGRAPHIC WETNESS INDEX; TRIBUTARY WATERSHEDS; WENCHUAN EARTHQUAKE;

EID: 84862858195     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2012.01.002     Document Type: Article
Times cited : (234)

References (51)
  • 2
    • 0027009283 scopus 로고
    • Landslide hazard evaluation and zonation mapping in mountainous terrain
    • Anbalagan R. Landslide hazard evaluation and zonation mapping in mountainous terrain. Engineering Geology 1992, 32(4):269-277. 10.1016/0013-7952(92)90053-2.
    • (1992) Engineering Geology , vol.32 , Issue.4 , pp. 269-277
    • Anbalagan, R.1
  • 3
    • 1342330867 scopus 로고    scopus 로고
    • An artificial neural networks approach for landslide hazard zonation in the Bhagirathi (Ganga) Valley, Himalayas
    • Arora M.K., Das Gupta A.S., Gupta R.P. An artificial neural networks approach for landslide hazard zonation in the Bhagirathi (Ganga) Valley, Himalayas. International Journal of Remote Sensing 2004, 25(3):559-572. 10.1080/0143116031000156819.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.3 , pp. 559-572
    • Arora, M.K.1    Das Gupta, A.S.2    Gupta, R.P.3
  • 4
    • 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. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 2005, 65(1-2):15-31. 10.1016/j.geomorph.2004.06.010.
    • (2005) Geomorphology , vol.65 , Issue.1-2 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 5
    • 77953026730 scopus 로고    scopus 로고
    • Landslide susceptibility assessment of the Kraľovany-Liptovský Mikuláš railway case study
    • Bednarik M., Magulová B., Matys M., Marschalko M. Landslide susceptibility assessment of the Kraľovany-Liptovský Mikuláš railway case study. Physics and Chemistry of the Earth, Parts A/B/C 2010, 35(3-5):162-171. 10.1016/j.pce.2009.12.002.
    • (2010) Physics and Chemistry of the Earth, Parts A/B/C , vol.35 , Issue.3-5 , pp. 162-171
    • Bednarik, M.1    Magulová, B.2    Matys, M.3    Marschalko, M.4
  • 6
    • 0018441920 scopus 로고
    • A physically based, variable contributing area model of basin hydrology / Un model base physique de zone d'appel variable de l'hydrologie du bassin versant
    • Beven K.J., Kirkby M.J. A physically based, variable contributing area model of basin hydrology / Un model base physique de zone d'appel variable de l'hydrologie du bassin versant. Hydrological Sciences Journal 1979, 24(1):43-69. 10.1080/02626667909491834.
    • (1979) Hydrological Sciences Journal , vol.24 , Issue.1 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 7
    • 30844446670 scopus 로고    scopus 로고
    • Spatial prediction models for landslide hazards: review, comparison and evaluation
    • Brenning A. Spatial prediction models for landslide hazards: review, comparison and evaluation. Natural Hazards and Earth System Sciences 2005, 5(6):853-862. 10.5194/nhess-5-853-2005.
    • (2005) Natural Hazards and Earth System Sciences , vol.5 , Issue.6 , pp. 853-862
    • Brenning, A.1
  • 10
    • 39449108082 scopus 로고    scopus 로고
    • GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping
    • Dahal R.K., Hasegawa S., Nonomura A., Yamanaka M., Masuda T., Nishino K. GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping. Environmental Geology 2008, 54(2):311-324. 10.1007/s00254-007-0818-3.
    • (2008) Environmental Geology , vol.54 , Issue.2 , pp. 311-324
    • Dahal, R.K.1    Hasegawa, S.2    Nonomura, A.3    Yamanaka, M.4    Masuda, T.5    Nishino, K.6
  • 11
    • 0035136481 scopus 로고    scopus 로고
    • Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong
    • Dai F.C., Lee C.F., Li J., Xu Z.W. Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environmental Geology 2001, 40(3):381-391. 10.1007/s002540000163.
    • (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
  • 12
    • 0036538003 scopus 로고    scopus 로고
    • Landslide risk assessment and management: an overview
    • Dai F.C., Lee C.F., Ngai Y.Y. Landslide risk assessment and management: an overview. Engineering Geology 2002, 64(1):65-87. 10.1016/S0013-7952(01)00093-X.
    • (2002) Engineering Geology , vol.64 , Issue.1 , pp. 65-87
    • Dai, F.C.1    Lee, C.F.2    Ngai, Y.Y.3
  • 13
    • 0038307228 scopus 로고    scopus 로고
    • A spatiotemporal probabilistic modelling of storm-induced shallow landsliding using aerial photographs and logistic regression
    • Dai F.C., Lee C.F. A spatiotemporal probabilistic modelling of storm-induced shallow landsliding using aerial photographs and logistic regression. Earth Surface Processes and Landforms 2003, 28(5):527-545. 10.1002/esp.456.
    • (2003) Earth Surface Processes and Landforms , vol.28 , Issue.5 , pp. 527-545
    • Dai, F.C.1    Lee, C.F.2
  • 14
    • 23844436667 scopus 로고    scopus 로고
    • Logistic regression modelling of storm-induced shallow landsliding in time and space on natural terrain of Lantau Island, Hong Kong
    • Dai F.C., Lee C.F., Tham L.G., Ng K.C., Shum W.L. Logistic regression modelling of storm-induced shallow landsliding in time and space on natural terrain of Lantau Island, Hong Kong. Bulletin of Engineering Geology and the Environment 2004, 63(4):315-327. 10.1007/s10064-004-0245-6.
    • (2004) Bulletin of Engineering Geology and the Environment , vol.63 , Issue.4 , pp. 315-327
    • Dai, F.C.1    Lee, C.F.2    Tham, L.G.3    Ng, K.C.4    Shum, W.L.5
  • 15
    • 79551538211 scopus 로고    scopus 로고
    • Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China
    • Dai F.C., Xu C., Yao X., Xu L., Tu X.B., Gong Q.M. Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China. Journal of Asian Earth Sciences 2011, 40(4):883-895. 10.1016/j.jseaes.2010.04.010.
    • (2011) Journal of Asian Earth Sciences , vol.40 , Issue.4 , pp. 883-895
    • Dai, F.C.1    Xu, C.2    Yao, X.3    Xu, L.4    Tu, X.B.5    Gong, Q.M.6
  • 16
    • 84884741782 scopus 로고    scopus 로고
    • Classification of landslide susceptibility in the development of early warning systems
    • Gallus D., Abecker A., Richter D. Classification of landslide susceptibility in the development of early warning systems. Headway in Spatial Data Handling 2008, 55-75. 10.1007/978-3-540-68566-1_4.
    • (2008) Headway in Spatial Data Handling , pp. 55-75
    • Gallus, D.1    Abecker, A.2    Richter, D.3
  • 17
    • 39149109975 scopus 로고    scopus 로고
    • Susceptibility assessment of earthquake-triggered landslides in El Salvador using logistic regression
    • Garcia-Rodriguez M.J., Malpica J.A., Benito B., Diaz M. Susceptibility assessment of earthquake-triggered landslides in El Salvador using logistic regression. Geomorphology 2008, 95(3-4):172-191. 10.1016/j.geomorph.2007.06.001.
    • (2008) Geomorphology , vol.95 , Issue.3-4 , pp. 172-191
    • Garcia-Rodriguez, M.J.1    Malpica, J.A.2    Benito, B.3    Diaz, M.4
  • 19
    • 41549125005 scopus 로고    scopus 로고
    • GIS-based regional landslide susceptibility mapping: a case study in southern California
    • He Y.P., Beighley R.E. GIS-based regional landslide susceptibility mapping: a case study in southern California. Earth Surface Processes and Landforms 2008, 33(3):380-393. 10.1002/esp.1562.
    • (2008) Earth Surface Processes and Landforms , vol.33 , Issue.3 , pp. 380-393
    • He, Y.P.1    Beighley, R.E.2
  • 20
    • 0021644533 scopus 로고
    • Landslides caused by earthquakes
    • Keefer D.K. Landslides caused by earthquakes. Geological Society of America Bulletin 1984, 95(4):406-421. 10.1130/0016-7606(1984)95<406:LCBE>2.0.CO;2.
    • (1984) Geological Society of America Bulletin , vol.95 , Issue.4 , pp. 406-421
    • Keefer, D.K.1
  • 21
    • 4544311025 scopus 로고    scopus 로고
    • Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS
    • Lee S. Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS. Environmental Management 2004, 34(2):223-232. 10.1007/s00267-003-0077-3.
    • (2004) Environmental Management , vol.34 , Issue.2 , pp. 223-232
    • Lee, S.1
  • 22
    • 44649117339 scopus 로고    scopus 로고
    • Statistical approach to earthquake-induced landslide susceptibility
    • Lee C.T., Huang C.C., Lee J.F., Pan K.L., Lin M.L., Dong J.J. Statistical approach to earthquake-induced landslide susceptibility. Engineering Geology 2008, 100(1-2):43-58. 10.1016/j.enggeo.2008.03.004.
    • (2008) Engineering Geology , vol.100 , Issue.1-2 , pp. 43-58
    • Lee, C.T.1    Huang, C.C.2    Lee, J.F.3    Pan, K.L.4    Lin, M.L.5    Dong, J.J.6
  • 23
    • 54949085792 scopus 로고    scopus 로고
    • Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy
    • Magliulo P., Lisio A.D., Russo F., Zelano A. Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy. Natural Hazards 2008, 47(3):411-435. 10.1007/s11069-008-9230-x.
    • (2008) Natural Hazards , vol.47 , Issue.3 , pp. 411-435
    • Magliulo, P.1    Lisio, A.D.2    Russo, F.3    Zelano, A.4
  • 24
    • 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 H.A., Gokceoglu C., Sonmez H. An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps. Engineering Geology 2008, 97(3-4):171-191. 10.1016/j.enggeo.2008.01.004.
    • (2008) Engineering Geology , vol.97 , Issue.3-4 , pp. 171-191
    • Nefeslioglu, H.A.1    Gokceoglu, C.2    Sonmez, H.3
  • 25
    • 79951579574 scopus 로고    scopus 로고
    • Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system
    • Oh H.J., Lee S. Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system. Environmental Earth Sciences 2011, 62(5):935-951. 10.1007/s12665-010-0579-2.
    • (2011) Environmental Earth Sciences , vol.62 , Issue.5 , pp. 935-951
    • Oh, H.J.1    Lee, S.2
  • 26
    • 77953028794 scopus 로고    scopus 로고
    • Impact of seismic factors on landslide susceptibility zonation: a case study in part of Indian Himalayas
    • Pareek N., Sharma M.L., Arora M.K. Impact of seismic factors on landslide susceptibility zonation: a case study in part of Indian Himalayas. Landslides 2010, 7(2):191-201. 10.1007/s10346-009-0192-1.
    • (2010) Landslides , vol.7 , Issue.2 , pp. 191-201
    • Pareek, N.1    Sharma, M.L.2    Arora, M.K.3
  • 27
    • 78650997072 scopus 로고    scopus 로고
    • Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis
    • Park N.W. Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis. Environmental Earth Sciences 2010, 62(2):367-376. 10.1007/s12665-010-0531-5.
    • (2010) Environmental Earth Sciences , vol.62 , Issue.2 , pp. 367-376
    • Park, N.W.1
  • 28
    • 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. Estimation of stress and its use in evaluation of landslide prone regions using remote sensing data. Advances in Space Research 2006, 37(4):698-709. 10.1016/j.asr.2005.03.137.
    • (2006) Advances in Space Research , vol.37 , Issue.4 , pp. 698-709
    • Pradhan, B.1    Singh, R.P.2    Buchroithner, M.F.3
  • 29
    • 70350086738 scopus 로고    scopus 로고
    • Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural networks model
    • Pradhan B., Lee S. Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural networks model. Earth Science Frontiers 2008, 14(6):143-152. 10.1016/S1872-5791(08)60008-1.
    • (2008) Earth Science Frontiers , vol.14 , Issue.6 , pp. 143-152
    • Pradhan, B.1    Lee, S.2
  • 30
    • 77954084069 scopus 로고    scopus 로고
    • Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural networks models
    • Pradhan B., Lee S. Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural networks models. Environmental Earth Sciences 2010, 60(5):1037-1054. 10.1007/s12665-009-0245-8.
    • (2010) Environmental Earth Sciences , vol.60 , Issue.5 , pp. 1037-1054
    • Pradhan, B.1    Lee, S.2
  • 31
    • 77149157821 scopus 로고    scopus 로고
    • Regional landslide susceptibility analysis using back-propagation neural networks model at Cameron Highland, Malaysia
    • Pradhan B., Lee S. Regional landslide susceptibility analysis using back-propagation neural networks model at Cameron Highland, Malaysia. Landslides 2010, 7(1):13-30. 10.1007/s10346-009-0183-2.
    • (2010) Landslides , vol.7 , Issue.1 , pp. 13-30
    • Pradhan, B.1    Lee, S.2
  • 32
    • 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 modelling
    • Pradhan B., Lee S. Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling. Environmental Modelling and Software 2010, 25(6):747-759. 10.1016/j.envsoft.2009.10.016.
    • (2010) Environmental Modelling and Software , vol.25 , Issue.6 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 33
    • 77952410512 scopus 로고    scopus 로고
    • Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural networks model
    • Pradhan B., Youssef A.M., Varathrajoo R. Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural networks model. Geo-spatial Information Science 2010, 13(2):93-102. 10.1007/s11806-010-0236-7.
    • (2010) Geo-spatial Information Science , vol.13 , Issue.2 , pp. 93-102
    • Pradhan, B.1    Youssef, A.M.2    Varathrajoo, R.3
  • 34
    • 17444397755 scopus 로고    scopus 로고
    • An approach for GIS-based statistical landslide susceptibility zonation-with a case study in the Himalayas
    • Saha A.K., Gupta R.P., Sarkar I., Arora M.K., Csaplovics E. An approach for GIS-based statistical landslide susceptibility zonation-with a case study in the Himalayas. Landslides 2005, 2(1):61-69. 10.1007/s10346-004-0039-8.
    • (2005) Landslides , vol.2 , Issue.1 , pp. 61-69
    • Saha, A.K.1    Gupta, R.P.2    Sarkar, I.3    Arora, M.K.4    Csaplovics, E.5
  • 36
    • 79952454832 scopus 로고    scopus 로고
    • Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia
    • Sezer E.A., Pradhan B., Gokceoglu C. Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia. Expert Systems with Applications 2011, 38(7):8208-8219. 10.1016/j.eswa.2010.12.167.
    • (2011) Expert Systems with Applications , vol.38 , Issue.7 , pp. 8208-8219
    • Sezer, E.A.1    Pradhan, B.2    Gokceoglu, C.3
  • 37
    • 30744439802 scopus 로고    scopus 로고
    • Accuracy assessment of InSAR derived input maps for landslide susceptibility analysis: a case study from the Swiss Alps
    • Singh L.P., van Westen C.J., Champati Ray P.K., Pasquali P. Accuracy assessment of InSAR derived input maps for landslide susceptibility analysis: a case study from the Swiss Alps. Landslides 2005, 2(3):221-228. 10.1007/s10346-005-0059-z.
    • (2005) Landslides , vol.2 , Issue.3 , pp. 221-228
    • Singh, L.P.1    van Westen, C.J.2    Champati Ray, P.K.3    Pasquali, P.4
  • 38
    • 0942302183 scopus 로고    scopus 로고
    • Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey
    • Suzen M.L., Doyuran V. Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey. Engineering Geology 2004, 71(3-4):303-321. 10.1016/S0013-7952(03)00143-1.
    • (2004) Engineering Geology , vol.71 , Issue.3-4 , pp. 303-321
    • Suzen, M.L.1    Doyuran, V.2
  • 39
    • 0033220728 scopus 로고    scopus 로고
    • Support vector domain description
    • Tax D.M.J., Duin R.P.W. Support vector domain description. Pattern Recognition Letters 1999, 20(11-13):1191-1199. 10.1016/S0167-8655(99)00087-2.
    • (1999) Pattern Recognition Letters , vol.20 , Issue.11-13 , pp. 1191-1199
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 40
    • 84864315917 scopus 로고    scopus 로고
    • US Geological Survey, Advanced National Seismic System (ANSS), ShakeMap, Global Region, Maps of Ground Shaking and Intensity for Event 2008ryan, Eastern Sichuan, China.
    • US Geological Survey, 2008. Advanced National Seismic System (ANSS), ShakeMap, Global Region, Maps of Ground Shaking and Intensity for Event 2008ryan, Eastern Sichuan, China. http://earthquake.usgs.gov/eqcenter/shakemap.
    • (2008)
  • 42
    • 69649086300 scopus 로고    scopus 로고
    • Coseismic reverse- and oblique-slip surface faulting generated by the 2008 Mw 7.9 Wenchuan earthquake, China
    • Xu X.W., Wen X.Z., Yu G.H., Chen G.H., Klinger Y., Hubbard J., Shaw J. Coseismic reverse- and oblique-slip surface faulting generated by the 2008 Mw 7.9 Wenchuan earthquake, China. Geology 2009, 37(6):515-518. 10.1130/G25462A.1.
    • (2009) Geology , vol.37 , Issue.6 , pp. 515-518
    • Xu, X.W.1    Wen, X.Z.2    Yu, G.H.3    Chen, G.H.4    Klinger, Y.5    Hubbard, J.6    Shaw, J.7
  • 43
    • 73349096713 scopus 로고    scopus 로고
    • Parameters of coseismic reverse- and oblique-slip surface ruptures of the 2008 Wenchuan earthquake, Eastern Tibetan Plateau
    • Xu X.W., Yu G.H., Chen G.H., Ran Y.K., Li C.X., Chen Y.G., Chang C.P. Parameters of coseismic reverse- and oblique-slip surface ruptures of the 2008 Wenchuan earthquake, Eastern Tibetan Plateau. Acta Geologica Sinica 2009, 83(4):673-684. 10.1111/j.1755-6724.2009.00091.x.
    • (2009) Acta Geologica Sinica , vol.83 , Issue.4 , pp. 673-684
    • Xu, X.W.1    Yu, G.H.2    Chen, G.H.3    Ran, Y.K.4    Li, C.X.5    Chen, Y.G.6    Chang, C.P.7
  • 44
    • 71049149071 scopus 로고    scopus 로고
    • Identification and analysis of secondary geological hazards triggered by a magnitude 8.0 Wenchuan earthquake
    • Xu C., Dai F.C., Chen J., Tu X.B., Xu L., Li W.C., Tian W., Cao Y.B., Yao X. Identification and analysis of secondary geological hazards triggered by a magnitude 8.0 Wenchuan earthquake. Journal of Remote Sensing 2009, 13(4):745-762.
    • (2009) Journal of Remote Sensing , vol.13 , Issue.4 , pp. 745-762
    • Xu, C.1    Dai, F.C.2    Chen, J.3    Tu, X.B.4    Xu, L.5    Li, W.C.6    Tian, W.7    Cao, Y.B.8    Yao, X.9
  • 45
    • 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
    • Yalcin A. GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 2008, 72(1):1-12. 10.1016/j.catena.2007.01.003.
    • (2008) Catena , vol.72 , Issue.1 , pp. 1-12
    • Yalcin, A.1
  • 46
    • 52949147068 scopus 로고    scopus 로고
    • Landslide susceptibility mapping based on support vector machine: a case study on natural slopes of Hong Kong, China
    • Yao X., Tham L.G., Dai F.C. Landslide susceptibility mapping based on support vector machine: a case study on natural slopes of Hong Kong, China. Geomorphology 2008, 101(4):572-582. 10.1016/j.geomorph.2008.02.011.
    • (2008) Geomorphology , vol.101 , Issue.4 , pp. 572-582
    • Yao, X.1    Tham, L.G.2    Dai, F.C.3
  • 47
    • 76749145630 scopus 로고    scopus 로고
    • GIS based statistical and physical approaches to landslide susceptibility mapping (Sebinkarahisar, Turkey)
    • Yilmaz I., Keskin I. GIS based statistical and physical approaches to landslide susceptibility mapping (Sebinkarahisar, Turkey). Bulletin of Engineering Geology and the Environment 2009, 68(4):459-471. 10.1007/s10064-009-0188-z.
    • (2009) Bulletin of Engineering Geology and the Environment , vol.68 , Issue.4 , pp. 459-471
    • Yilmaz, I.1    Keskin, I.2
  • 48
    • 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. Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). Computers and Geosciences 2009, 35(6):1125-1138. 10.1016/j.cageo.2008.08.007.
    • (2009) Computers and Geosciences , vol.35 , Issue.6 , pp. 1125-1138
    • Yilmaz, I.1
  • 49
    • 68249146110 scopus 로고    scopus 로고
    • A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks
    • Yilmaz I. A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks. Bulletin of Engineering Geology and the Environment 2009, 68(3):297-306. 10.1007/s10064-009-0185-2.
    • (2009) Bulletin of Engineering Geology and the Environment , vol.68 , Issue.3 , pp. 297-306
    • 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. Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine. Environmental Earth Sciences 2010, 61(4):821-836. 10.1007/s12665-009-0394-9.
    • (2010) Environmental Earth Sciences , vol.61 , Issue.4 , pp. 821-836
    • Yilmaz, I.1
  • 51
    • 77954162270 scopus 로고    scopus 로고
    • The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks
    • Yilmaz I. The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks. Environmental Earth Sciences 2010, 60(3):505-519. 10.1007/s12665-009-0191-5.
    • (2010) Environmental Earth Sciences , vol.60 , Issue.3 , pp. 505-519
    • Yilmaz, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.