Forest stand susceptibility mapping during harvesting using logistic regression and boosted regression tree machine learning models

Economic and environmental consequences of harvesting operations are important in forestry because of the damages caused by tree felling and timber transportation. In this research, we analyzed forest stand damage susceptibility using GIS-based logistic regression (LR) and boosted regression tree (B...

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Bibliographic Details
Main Authors: Saeid Shabani, Hamid Reza Pourghasemi, Thomas Blaschke
Format: Article
Language:English
Published: Elsevier 2020-06-01
Series:Global Ecology and Conservation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2351989419308571