Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping

•Landslide susceptibility mapping models in a loess area were evaluated.•ADTree, ADTree with AdaBoost, and ADTree with Bagging were applied.•The impact of each factor on the landslide occurrence was detailed analyzed.•Ensemble models enhance the accuracy of solely applied ADTree model.•ADTree with A...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Catena (Giessen) 2020-04, Vol.187, p.104396, Article 104396
Hauptverfasser:	Wu, Yanli, Ke, Yutian, Chen, Zhuo, Liang, Shouyun, Zhao, Hongliang, Hong, Haoyuan
Format:	Artikel
Sprache:	eng
Schlagworte:	AdaBoost Alternating decision tree Bagging Earth Sciences Ensemble model Landslides Sciences of the Universe Spatial Analysis
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!