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J-GLOBAL ID：201902239969872959   Reference number：19A1137481

Comparison of landslide susceptibility maps using random forest and multivariate adaptive regression spline models in combination with catchment map units

流域地図単位との組合せにおけるランダムフォレストと多変量適応回帰スプラインモデルを用いた地滑り感受性マップの比較【JST・京大機械翻訳】

Author (11)： Chu Lei (Collaborative Innovation Center of Sustainable Forestry in Southern China of Jiangsu Province, Nanjing Forestry University, Nanjing, China) ,  Chu Lei (Jiangsu Provincial Key Lab of Soil Erosion and Ecological Restoration, Nanjing Forestry University, Nanjing, China) ,  Wang Liang-Jie (Collaborative Innovation Center of Sustainable Forestry in Southern China of Jiangsu Province, Nanjing Forestry University, Nanjing, China) ,  Wang Liang-Jie (Jiangsu Provincial Key Lab of Soil Erosion and Ecological Restoration, Nanjing Forestry University, Nanjing, China) ,  Jiang Jiang (Collaborative Innovation Center of Sustainable Forestry in Southern China of Jiangsu Province, Nanjing Forestry University, Nanjing, China) ,  Jiang Jiang (Jiangsu Provincial Key Lab of Soil Erosion and Ecological Restoration, Nanjing Forestry University, Nanjing, China) ,  Liu Xia (Collaborative Innovation Center of Sustainable Forestry in Southern China of Jiangsu Province, Nanjing Forestry University, Nanjing, China) ,  Liu Xia (Jiangsu Provincial Key Lab of Soil Erosion and Ecological Restoration, Nanjing Forestry University, Nanjing, China) ,  Sawada Kazuhide (Graduate School of Engineering, Gifu University, Gifu, Japan) ,  Zhang Jinchi (Collaborative Innovation Center of Sustainable Forestry in Southern China of Jiangsu Province, Nanjing Forestry University, Nanjing, China) ,  Zhang Jinchi (Jiangsu Provincial Key Lab of Soil Erosion and Ecological Restoration, Nanjing Forestry University, Nanjing, China)
Material： Geosciences Journal
Volume： 23  Issue： 2  Page： 341-355  Publication year： 2019 
JST Material Number： W4390A  ISSN： 1226-4806  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Landslide susceptibility mappi...

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Thesaurus term： geology (geological feature) ,  *model ,  *sensitivity ,  forecast ,  *landslide ,  *spline ,  *watershed ,  mathematical model ,  prediction accuracy ,  *multivariable ,  *machine element
Semi thesaurus term： 動作特性 ,  *ランダムフォレスト , 【Automatic Indexing@JST】

Author keywords (4)： landslide susceptibility ,  multivariate adaptive regression spline (MARSpline) model ,  random forest (RF) model ,  catchment map units (CMUs)

JST classification (2)： Natural disasters  (RA02030M) ,  Slope stability,deformation by excavating  (RA03070L)

Terms in the title (11)： 流域 ,  地図 ,  組合せ ,  ランダムフォレスト ,  多変量 ,  適応 ,  スプライン ,  モデル ,  地滑り ,  感受性 ,  マップ