Art

J-GLOBAL ID：201902281610473093   Reference number：19A1109151

Landslide Susceptibility Modeling Using Integrated Ensemble Weights of Evidence with Logistic Regression and Random Forest Models

ロジスティック回帰とランダム森林モデルによる証拠の統合アンサンブル重みを用いた地滑り感受性モデリング【JST・京大機械翻訳】

Author (7)： Chen Wei (Key Laboratory of Degraded and Unused Land Consolidation Engineering, Ministry of Land and Resources of China, Xi’an 710075, China) ,  Chen Wei (Shaanxi Provincial Land Engineering Construction Group Co. Ltd., Xi’an 710075, China) ,  Chen Wei (College of Geology & Environment, Xi’an University of Science and Technology, Xi’an 710054, Shaanxi, China) ,  Sun Zenghui (Key Laboratory of Degraded and Unused Land Consolidation Engineering, Ministry of Land and Resources of China, Xi’an 710075, China) ,  Sun Zenghui (Shaanxi Provincial Land Engineering Construction Group Co. Ltd., Xi’an 710075, China) ,  Han Jichang (Key Laboratory of Degraded and Unused Land Consolidation Engineering, Ministry of Land and Resources of China, Xi’an 710075, China) ,  Han Jichang (Shaanxi Provincial Land Engineering Construction Group Co. Ltd., Xi’an 710075, China)
Material： Applied Sciences (Web)
Volume： 9  Issue： 1  Page： 171  Publication year： 2019 
JST Material Number： U7135A  ISSN： 2076-3417  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： The main aim of this study was...

Register(free) or Log In to access     To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=19A1109151&from=J-GLOBAL&jstjournalNo=U7135A") }}

Thesaurus term： *landslide ,  machine learning ,  *modeling ,  *model ,  *sensitivity ,  land use planning ,  area under the blood concentration time curve
Semi thesaurus term： ハイブリッドモデル ,  訓練データ ,  多変量 ,  *ランダムフォレスト ,  *ロジスティック回帰分析 , 【Automatic Indexing@JST】

Author keywords (5)： landslide ,  weights of evidence ,  logistic regression ,  random forest ,  hybrid model

JST classification (3)： Extracting method  (UA10040R) ,  Radar  (ND13010H) ,  Organic materials  (RA06030O)

Reference (122)：

• Kim, M.S.; Onda, Y.; Kim, J.K.; Kim, S.W. Effect of topography and soil parameterisation representing soil thicknesses on shallow landslide modelling. Quat. Int. 2015, 384, 91-106.
• Liucci, L.; Melelli, L.; Suteanu, C.; Ponziani, F. The role of topography in the scaling distribution of landslide areas: A cellular automata modeling approach. Geomorphology 2017, 290, 236-249.
• Agostini, A.; Tofani, V.; Nolesini, T.; Gigli, G.; Tanteri, L.; Rosi, A.; Cardellini, S.; Casagli, N. A new appraisal of the ancona landslide based on geotechnical investigations and stability modelling. Q. J. Eng. Geol. Hydrogeol. 2014, 47, 29-43.
• Peng, D.; Xu, Q.; Liu, F.; He, Y.; Zhang, S.; Qi, X.; Zhao, K.; Zhang, X. Distribution and failure modes of the landslides in heitai terrace, china. Eng. Geol. 2018, 236, 97-110.
• Persichillo, M.G.; Bordoni, M.; Meisina, C. The role of land use changes in the distribution of shallow landslides. Sci. Total Environ. 2017, 574, 924-937.

Terms in the title (9)： ロジスティック回帰 ,  森林 ,  モデル ,  証拠 ,  統合 ,  アンサンブル ,  地滑り ,  感受性 ,  モデリング