Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
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Title
Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
Authors
Keywords
Landslide susceptibility mapping, Random forest, Boosted regression tree, Classification and regression tree, General linear model, Saudi Arabia
Journal
Landslides
Volume 13, Issue 5, Pages 839-856
Publisher
Springer Nature
Online
2015-08-07
DOI
10.1007/s10346-015-0614-1
References
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- (2011) A. Akgun et al. COMPUTERS & GEOSCIENCES
- Letter to the Editor: Stability of Random Forest importance measures
- (2010) M. L. Calle et al. BRIEFINGS IN BIOINFORMATICS
- Landslide susceptibility mapping in Injae, Korea, using a decision tree
- (2010) Young-Kwang Yeon et al. ENGINEERING GEOLOGY
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- Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models
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