Geological Society of London
qjegh2020-177_si_002.csv (267.29 kB)

Using landslide-inventory mapping for a combined bagged-trees and logistic-regression approach to determining landslide susceptibility in eastern Kentucky, United States

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posted on 2021-03-24, 13:10 authored by Matthew M. Crawford, Jason M. Dortch, Hudson J. Koch, Ashton A. Killen, Junfeng Zhu, Yichaun Zhu, Lindsey S. Bryson, William C. Haneberg
The statistical data used in the combined machine-learning functions are available here as csv files. This includes all geomorphic data at the determined radial buffer size (36 variables), the results of the bagged trees function (12 variables), and the bagged trees resulting feature importance data.