Landslide Susceptibility Mapping Using Rotation Forest Ensemble Technique with Different Decision Trees in the Three Gorges Reservoir Area, China

Fang, Zhice; Wang, Yi; Duan, Gonghao; Peng, Ling

doi:10.3390/rs13020238

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Landslide Susceptibility Mapping Using Rotation Forest Ensemble Technique with Different Decision Trees in the Three Gorges Reservoir Area, China

Shared by NobleBlocks on Jan 12, 2021 • 12:00 AM UTC

Authors:

Zhice Fang

Yi Wang

Gonghao Duan

Abstract

This study presents a new ensemble framework to predict landslide susceptibility by integrating decision trees (DTs) with the rotation forest (RF) ensemble technique. The proposed framework mainly includes four steps. First, training and validation sets are randomly selected according to historical ...

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