Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
出版年份 2013 全文链接
标题
Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
作者
关键词
Landslide, Susceptibility mapping, Multi-criteria decision analysis, Support vector machine, Logistic regression
出版物
Landslides
Volume 11, Issue 3, Pages 425-439
出版商
Springer Nature
发表日期
2013-02-27
DOI
10.1007/s10346-013-0391-7
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy
- (2012) Cristiano Ballabio et al. Mathematical Geosciences
- Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya
- (2012) Krishna Chandra Devkota et al. NATURAL HAZARDS
- A geotechnical study on the landslides in the Trabzon Province, NE, Turkey
- (2011) Ali Yalcin APPLIED CLAY SCIENCE
- 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
- (2011) A. Yalcin et al. CATENA
- A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey
- (2011) Aykut Akgun Landslides
- GIS-based assessment of landslide susceptibility on the base of the Weights-of-Evidence model
- (2011) Bettina Neuhäuser et al. Landslides
- Improving basin scale shallow landslide modelling using reliable soil thickness maps
- (2011) Samuele Segoni et al. NATURAL HAZARDS
- An analytic multicriteria hierarchical approach to assess landslide vulnerability. Case study: Cornu village, Subcarpathian Prahova Valley/Romania
- (2011) Iuliana Armaş ZEITSCHRIFT FUR GEOMORPHOLOGIE
- GIS-based rare events logistic regression for landslide-susceptibility mapping of Lianyungang, China
- (2010) Shibiao Bai et al. Environmental Earth Sciences
- Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)
- (2010) Massimo Conforti et al. NATURAL HAZARDS
- A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
- (2009) A. Nandi et al. ENGINEERING GEOLOGY
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz Environmental Earth Sciences
- Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling
- (2009) Biswajeet Pradhan et al. ENVIRONMENTAL MODELLING & SOFTWARE
- A kernel functions analysis for support vector machines for land cover classification
- (2009) T. Kavzoglu et al. International Journal of Applied Earth Observation and Geoinformation
- Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat—Turkey)
- (2008) Işık Yilmaz COMPUTERS & GEOSCIENCES
- Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China
- (2008) X. Yao et al. GEOMORPHOLOGY
- An experimental comparison of performance measures for classification
- (2008) C. Ferri et al. PATTERN RECOGNITION LETTERS
- Landslides susceptibility mapping based on geographical information system, GuiZhou, south-west China
- (2008) Wei Dong Wang et al. Environmental geology.
- Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS
- (2007) Soheil Boroushaki et al. COMPUTERS & GEOSCIENCES
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