Application of an Incomplete Landslide Inventory and One Class Classifier to Earthquake-Induced Landslide Susceptibility Mapping
作者： Shuai Chen , Zelang Miao , Lixin Wu , Yueguang He
DOI: 10.1109/JSTARS.2020.2985088
关键词:
摘要: … after earthquakes and provide an essential reference for emergency response. … In response to these problems, this study used an incomplete landslide inventory to build a landslide …
sci-hub.se 参考文章(40)
M. Carro, M. De Amicis, L. Luzi, S. Marzorati, The application of predictive modeling techniques to landslides induced by earthquakes: the case study of the 26 September 1997 Umbria-Marche earthquake (Italy) Engineering Geology. ,vol. 69, pp. 139- 159 ,(2003) , 10.1016/S0013-7952(02)00277-6
HAMID REZA POURGHASEMI, ABBAS GOLI JIRANDEH, BISWAJEET PRADHAN, CHONG XU, CANDAN GOKCEOGLU, Landslide susceptibility mapping using support vector machine and GIS at the Golestan Province, Iran Journal of Earth System Science. ,vol. 122, pp. 349- 369 ,(2013) , 10.1007/S12040-013-0282-2
F.C. Dai, C. Xu, X. Yao, L. Xu, X.B. Tu, Q.M. Gong, Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China Journal of Asian Earth Sciences. ,vol. 40, pp. 883- 895 ,(2011) , 10.1016/J.JSEAES.2010.04.010
Chong Xu, Xiwei Xu, Fuchu Dai, Zhide Wu, Honglin He, Feng Shi, Xiyan Wu, Suning Xu, None, Application of an incomplete landslide inventory, logistic regression model and its validation for landslide susceptibility mapping related to the May 12, 2008 Wenchuan earthquake of China Natural Hazards. ,vol. 68, pp. 883- 900 ,(2013) , 10.1007/S11069-013-0661-7
Tapas R. Martha, Norman Kerle, Cees J. van Westen, Victor Jetten, K. Vinod Kumar, Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories ISPRS Journal of Photogrammetry and Remote Sensing. ,vol. 67, pp. 105- 119 ,(2012) , 10.1016/J.ISPRSJPRS.2011.11.004
R. Q. Huang, W. L. Li, Analysis of the geo-hazards triggered by the 12 May 2008 Wenchuan Earthquake, China Bulletin of Engineering Geology and the Environment. ,vol. 68, pp. 363- 371 ,(2009) , 10.1007/S10064-009-0207-0
Tolga Gorum, Xuanmei Fan, Cees J. van Westen, Run Qiu Huang, Qiang Xu, Chuan Tang, Gonghui Wang, Distribution pattern of earthquake-induced landslides triggered by the 12 May 2008 Wenchuan earthquake Geomorphology. ,vol. 133, pp. 152- 167 ,(2011) , 10.1016/J.GEOMORPH.2010.12.030
Prabin Kayastha, Megh Raj Dhital, Florimond De Smedt, Landslide susceptibility mapping using the weight of evidence method in the Tinau watershed, Nepal Natural Hazards. ,vol. 63, pp. 479- 498 ,(2012) , 10.1007/S11069-012-0163-Z
Biswajeet Pradhan, A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS Computers & Geosciences. ,vol. 51, pp. 350- 365 ,(2013) , 10.1016/J.CAGEO.2012.08.023
Bernhard Schölkopf, Alex J. Smola, John C. Platt, Robert C Williamson, John Shawe-Taylor, Support Vector Method for Novelty Detection neural information processing systems. ,vol. 12, pp. 582- 588 ,(1999)