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...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Landslides Ročník 14; číslo 3; s. 1275 - 1281
Hlavní autoři:	Ma, Junwei, Tang, Huiming, Liu, Xiao, Hu, Xinli, Sun, Miaojun, Song, Youjian
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2017 Springer Nature B.V
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!