메뉴 건너뛰기




Volumn , Issue , 2013, Pages 217-223

Earthquake-triggered landslide susceptibility mapping in the 2010 Yushu, China earthquake struck area using artificial neural network model

Author keywords

Artificial neural network; GIS; Landslides; Remote sensing; Susceptibility; The 2010 Yushu earthquake

Indexed keywords

BACKPROPAGATION; ENGINEERING GEOLOGY; GEOGRAPHIC INFORMATION SYSTEMS; LANDSLIDES; LITHOLOGY; MAGNETIC SUSCEPTIBILITY; MAPPING; NEURAL NETWORKS; REMOTE SENSING; STATISTICAL TESTS;

EID: 84890045228     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1201/b15794-36     Document Type: Conference Paper
Times cited : (2)

References (35)
  • 1
    • 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. 2004. An artificial neural networks approach for landslide hazard zonation in the Bhagirathi (Ganga) Valley, Himalayas. International Journal of Remote Sensing 25(3): 559-572.
    • (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
  • 2
    • 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
  • 3
    • 30844446670 scopus 로고    scopus 로고
    • Spatial prediction models for landslide hazards: Review, comparison and evaluation
    • Brenning, A. 2005. Spatial prediction models for landslide hazards: review, comparison and evaluation. Natural Hazards and Earth System Sciences 5(6): 853-862.
    • (2005) Natural Hazards and Earth System Sciences , vol.5 , Issue.6 , pp. 853-862
    • Brenning, A.1
  • 5
    • 39449108082 scopus 로고    scopus 로고
    • GIS-based weights-of-evidence modelling of rainfallinduced landslides in small catchments for landslide susceptibility mapping
    • Dahal RK, Hasegawa S, Nonomura A, et al. 2008. GIS-based weights-of-evidence modelling of rainfallinduced landslides in small catchments for landslide susceptibility mapping. Environmental Geology 54(2): 311-324.
    • (2008) Environmental Geology , vol.54 , Issue.2 , pp. 311-324
    • Dahal, R.K.1    Hasegawa, S.2    Nonomura, A.3
  • 6
    • 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. Geomorphology 31(1-4): 181-216.
    • (1999) Geomorphology , vol.31 , Issue.1-4 , pp. 181-216
    • Guzzetti, F.1    Carrara, A.2    Cardinali, M.3    Reichenbach, P.4
  • 8
    • 4544311025 scopus 로고    scopus 로고
    • Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS
    • Lee, S. 2004. Application of Likelihood Ratio and Logistic Regression Models to Landslide Susceptibility Mapping Using GIS. Environmental Management 34(2): 223-232.
    • (2004) Environmental Management , vol.34 , Issue.2 , pp. 223-232
    • Lee, S.1
  • 9
    • 44649117339 scopus 로고    scopus 로고
    • Statistical approach to earthquakeinduced landslide susceptibility
    • Lee, C.T., Huang, C.C., Lee, J.F., Pan, K.L., Lin, M.L., Dong, J.J. 2008. Statistical approach to earthquakeinduced landslide susceptibility. Engineering Geology 100(1-2): 43-58.
    • (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
  • 10
    • 33746647308 scopus 로고    scopus 로고
    • Earthquake-induced landslide-susceptibility mapping using an artificial neural network
    • Lee, S. & Evangelista, D.G. 2006. Earthquake-induced landslide-susceptibility mapping using an artificial neural network. Natural Hazards and Earth System Sciences 6(5): 687-695.
    • (2006) Natural Hazards and Earth System Sciences , vol.6 , Issue.5 , pp. 687-695
    • Lee, S.1    Evangelista, D.G.2
  • 11
    • 0344098900 scopus 로고    scopus 로고
    • A GIS-based potential analysis of the landslides induced by the Chi-Chi earthquake
    • Lin, M.L. & Tung, C.C. 2004. A GIS-based potential analysis of the landslides induced by the Chi-Chi earthquake. Engineering Geology 71(1-2): 63-77.
    • (2004) Engineering Geology , vol.71 , Issue.1-2 , pp. 63-77
    • Lin, M.L.1    Tung, C.C.2
  • 12
    • 43549083261 scopus 로고    scopus 로고
    • Landslide Hazard Zonation using Remote Sensing and GIS: A case study of Dikrong river basin, Arunachal Pradesh, India
    • Pandey, A., Dabral, P.P., Chowdary, V.M., Yadav, N.K. 2008. Landslide Hazard Zonation using Remote Sensing and GIS: a case study of Dikrong river basin, Arunachal Pradesh, India. Environmental Geology 54(7): 1517-1529.
    • (2008) Environmental Geology , vol.54 , Issue.7 , pp. 1517-1529
    • Pandey, A.1    Dabral, P.P.2    Chowdary, V.M.3    Yadav, N.K.4
  • 13
    • 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. 2010. Impact of seismic factors on landslide susceptibility zonation: a case study in part of Indian Himalayas. Landslides 7(2): 191-201.
    • (2010) Landslides , vol.7 , Issue.2 , pp. 191-201
    • Pareek, N.1    Sharma, M.L.2    Arora, M.K.3
  • 14
    • 78650997072 scopus 로고    scopus 로고
    • Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis
    • Park, N.W. 2010. Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis. Environmental Earth Sciences 62(2): 367-376.
    • (2010) Environmental Earth Sciences , vol.62 , Issue.2 , pp. 367-376
    • Park, N.W.1
  • 15
    • 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. 2010. 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 25(6): 747-759.
    • (2010) Environmental Modelling and Software , vol.25 , Issue.6 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 16
    • 17444397755 scopus 로고    scopus 로고
    • An approach for GIS-based statistical landslide susceptibility zonation - With a case study in the Himalayas
    • Saha AK, Gupta RP, Sarkar I, Arora, M.K., Csaplovics, E. 2005. An approach for GIS-based statistical landslide susceptibility zonation - with a case study in the Himalayas. Landslides 2(1): 61-69.
    • (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
  • 17
    • 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. 2011. Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia. Expert Systems with Applications 38(7): 8208-8219.
    • (2011) Expert Systems with Applications , vol.38 , Issue.7 , pp. 8208-8219
    • Sezer, E.A.1    Pradhan, B.2    Gokceoglu, C.3
  • 19
    • 0034427084 scopus 로고    scopus 로고
    • Mapping landslide susceptibility in Travis County, Texas, USA
    • Wachal, D.J. & Hudak, P.F. 2000. Mapping landslide susceptibility in Travis County, Texas, USA. GeoJournal 51(3): 245-253.
    • (2000) GeoJournal , vol.51 , Issue.3 , pp. 245-253
    • Wachal, D.J.1    Hudak, P.F.2
  • 21
    • 84875975890 scopus 로고    scopus 로고
    • Spatial prediction models for seismic landslides based on support vector machine and varied kernel functions: A case study of the 14 April 2010 Yushu earthquake in China
    • Xu, C. & Xu, X.W. 2012a. Spatial prediction models for seismic landslides based on support vector machine and varied kernel functions: A case study of the 14 April 2010 Yushu earthquake in China. Chinese Journal of Geophysics 55(6): 666-679.
    • (2012) Chinese Journal of Geophysics , vol.55 , Issue.6 , pp. 666-679
    • Xu, C.1    Xu, X.W.2
  • 22
    • 77957800156 scopus 로고    scopus 로고
    • Spatial distribution analysis of landslides triggered by 2008.5.12 Wenchuan Earthquake, China
    • Comment on, By Shengwen Qi, Qiang Xu, Hengxing Lan, Bing Zhang, Jianyou Liu
    • Xu, C. & Xu, X.W. 2012b. Comment on "Spatial distribution analysis of landslides triggered by 2008.5.12 Wenchuan Earthquake, China" by Shengwen Qi, Qiang Xu, Hengxing Lan, Bing Zhang, Jianyou Liu [Engineering Geology 116 (2010) 95-108].
    • (2010) Engineering Geology , vol.116 , pp. 95-108
    • Xu, C.1    Xu, W.2
  • 23
    • 84890093839 scopus 로고    scopus 로고
    • Engineering Geology 2012, 133-134: 40-42.
    • (2012) Engineering Geology , vol.133-134 , pp. 40-42
  • 24
    • 84884203626 scopus 로고    scopus 로고
    • Controlling parameter analyses and hazard mapping for earthquake triggeredlandslides: An example from a square region in Beichuan County, Sichuan Province, China
    • doi:10.1007/s12517-012-0646-y
    • Xu C. & Xu X.W. 2013. Controlling parameter analyses and hazard mapping for earthquake triggeredlandslides: an example from a square region in Beichuan County, Sichuan Province, China. Arabian Journal of Geosciences. doi:10.1007/s12517-012-0646-y.
    • (2013) Arabian Journal of Geosciences
    • Xu, C.1    Xu, X.W.2
  • 25
    • 84862817248 scopus 로고    scopus 로고
    • GIS-based support vector machine modeling of earthquaketriggered landslide susceptibility in the Jianjiang River watershed China
    • Xu, C., Dai, F.C., Xu, X.W., Lee, Y.H. 2012a. GIS-based support vector machine modeling of earthquaketriggered landslide susceptibility in the Jianjiang River watershed, China. Geomorphology 145-146: 70-80.
    • (2012) Geomorphology , vol.145-146 , pp. 70-80
    • Xu, C.1    Dai, F.C.2    Xu, X.W.3    Lee, Y.H.4
  • 26
    • 84862858195 scopus 로고    scopus 로고
    • Comparison of different models for susceptibility mapping of earthquake triggered landslides related with the 2008 Wenchuan earthquake in China
    • Xu, C., Xu, X.W., Dai, F.C., Saraf, A.K. 2012b. Comparison of different models for susceptibility mapping of earthquake triggered landslides related with the 2008 Wenchuan earthquake in China. Computers & Geosciences 46: 317-329.
    • (2012) Computers & Geosciences , vol.46 , pp. 317-329
    • Xu, C.1    Xu, X.W.2    Dai, F.C.3    Saraf, A.K.4
  • 27
    • 84862906337 scopus 로고    scopus 로고
    • The 2010 Yushu earthquake triggered landslide hazard mapping using GIS and weight of evidence modeling
    • Xu, C., Xu, X.W., Lee, Y.H., Tan, X.B., Yu, G.H., Dai, F.C. 2012c. The 2010 Yushu earthquake triggered landslide hazard mapping using GIS and weight of evidence modeling. Environmental Earth Sciences 66(6): 1603-1616.
    • (2012) Environmental Earth Sciences , vol.66 , Issue.6 , pp. 1603-1616
    • Xu, C.1    Xu, X.W.2    Lee, Y.H.3    Tan, X.B.4    Yu, G.H.5    Dai, F.C.6
  • 28
    • 84876009817 scopus 로고    scopus 로고
    • Earthquake triggered landslide hazard mapping and validation related with the 2010 Port-au-Prince, Haiti earthquake
    • Xu, C. Xu, X.W., Yu, G.H. 2012d. Earthquake triggered landslide hazard mapping and validation related with the 2010 Port-au-Prince, Haiti earthquake. Disaster Advances 2012, 5(4): 1297-1304.
    • (2012) Disaster Advances 2012 , vol.5 , Issue.4 , pp. 1297-1304
    • Xu Xu C, X.W.1    Yu, G.H.2
  • 29
    • 84862907888 scopus 로고    scopus 로고
    • Landslide hazard mapping using GIS and weight of evidence model in Qingshui river watershed of 2008 Wenchuan earthquake struck region
    • Xu, C., Xu, X.W., Dai, F.C., Xiao, J.Z., Tan, X.B., Yuan, R.M. 2012e. Landslide hazard mapping using GIS and weight of evidence model in Qingshui river watershed of 2008 Wenchuan earthquake struck region. Journal of Earth Science 23(1): 97-120.
    • (2012) Journal of Earth Science , vol.23 , Issue.1 , pp. 97-120
    • Xu, C.1    Xu, X.W.2    Dai, F.C.3    Xiao, J.Z.4    Tan, X.B.5    Yuan, R.M.6
  • 30
    • 84861315832 scopus 로고    scopus 로고
    • Study on the characteristics, mechanism, and spatial distribution of Yushu earthquake triggered landslides
    • in Chinese
    • Xu, C., Xu, X.W., Yu, G.H. 2012f. Study on the characteristics, mechanism, and spatial distribution of Yushu earthquake triggered landslides. Seismology and Geology 34(1): 47-62. (in Chinese).
    • (2012) Seismology and Geology , vol.34 , Issue.1 , pp. 47-62
    • Xu, C.1    Xu, X.W.2    Yu, G.H.3
  • 31
    • 84901986027 scopus 로고    scopus 로고
    • Three (nearly) complete inventories of landslides triggered by the May 12, 2008 Wenchuan Mw 7.9 earthquake of China and their spatial distribution statistical analysis
    • doi:10.1007/s10346-013-0404-6
    • Xu, C., Xu, X.W., Yao, X., Dai, F.C. 2013a. Three (nearly) complete inventories of landslides triggered by the May 12, 2008 Wenchuan Mw 7.9 earthquake of China and their spatial distribution statistical analysis. Landslides. doi:10.1007/s10346-013-0404-6.
    • (2013) Landslides
    • Xu, C.1    Xu, X.W.2    Yao, X.3    Dai, F.C.4
  • 32
    • 84881042629 scopus 로고    scopus 로고
    • GIS-based bivariate statistical modeling for earthquake- triggered landslides susceptibility mapping related to the 2008 Wenchuan earthquake, China
    • Xu, C., Xu, X.W., Yao, Q., Wang, Y.Y. 2013b. GIS-based bivariate statistical modeling for earthquake- triggered landslides susceptibility mapping related to the 2008 Wenchuan earthquake, China. Quarterly Journal of Engineering Geology and Hydrogeology 46(2): 221-236.
    • (2013) Quarterly Journal of Engineering Geology and Hydrogeology , vol.46 , Issue.2 , pp. 221-236
    • Xu, C.1    Xu, X.W.2    Yao, Q.3    Wang, Y.Y.4
  • 33
    • 84881057367 scopus 로고    scopus 로고
    • Landslides triggered by slipping-fault-generated earthquake on a plateau: An example of the 14 April 2010, Ms 7.1, Yushu, China earthquake
    • doi:10.1007/s10346- 012-0340-x
    • Xu, C., Xu, X.W., Yu, G.H. 2013c. Landslides triggered by slipping-fault-generated earthquake on a plateau: an example of the 14 April 2010, Ms 7.1, Yushu, China earthquake. Landslides. doi:10.1007/s10346- 012-0340-x.
    • (2013) Landslides
    • Xu, C.1    Xu, X.W.2    Yu, G.H.3
  • 34
    • 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. Environmental Earth Sciences 61(4): 821-836.
    • (2010) Environmental Earth Sciences , vol.61 , Issue.4 , pp. 821-836
    • Yilmaz, I.1
  • 35
    • 76749145630 scopus 로고    scopus 로고
    • GIS based statistical and physical approaches to landslide susceptibility mapping (Sebinkarahisar, Turkey)
    • Yilmaz, I. & Keskin, I. 2009. GIS based statistical and physical approaches to landslide susceptibility mapping (Sebinkarahisar, Turkey). Bulletin of Engineering Geology and the Environment 68(4): 459-471.
    • (2009) Bulletin of Engineering Geology and the Environment , vol.68 , Issue.4 , pp. 459-471
    • Yilmaz, I.1    Keskin, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.