Establishment of a deformation forecasting model for a step-like landslide based on decision tree C5.0 and two-step cluster algorithms: a case study in the Three Gorges Reservoir area, China

This study presents a hybrid approach based on two-step cluster and decision tree C5.0 algorithms to establish a deformation forecasting model for a step-like landslide. The Zhujiadian landslide, a typical step-like landslide in the Three Gorges Reservoir area, was selected as a case study. Approxim...

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Bibliographic Details
Published in:	Landslides Vol. 14; no. 3; pp. 1275 - 1281
Main Authors:	Ma, Junwei, Tang, Huiming, Liu, Xiao, Hu, Xinli, Sun, Miaojun, Song, Youjian
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2017 Springer Nature B.V
Subjects:	Agriculture Algorithms Area Canyons Case studies Civil Engineering Clusters Decision making Decision trees Deformation Earth and Environmental Science Earth Sciences Forecasting Forecasting techniques Geography Hydrologic models Hydrology Landslide effects Landslides Natural Hazards Precipitation Rain Rainfall Reservoirs Technical Note Water level fluctuations Water levels Three Gorges Dam China Two-step cluster Three Gorges Reservoir area Deformation forecasting Decision tree C5.0 Step-like landslide
ISSN:	1612-510X, 1612-5118
Online Access:	Get full text
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