Assessment of Machine Learning Algorithms for Modeling the Spatial Distribution of Bark Beetle Infestation

Assessment of Machine Learning Algorithms for Modeling the Spatial Distribution of Bark Beetle Infestation

Machine learning algorithms (MLAs) are used to solve complex non-linear and high-dimensional problems. The objective of this study was to identify the MLA that generates an accurate spatial distribution model of bark beetle (<i>Ips typographus</i> L.) infestation spots. We first evaluate...

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Bibliographic Details
Main Authors: Milan Koreň, Rastislav Jakuš, Martin Zápotocký, Ivan Barka, Jaroslav Holuša, Renata Ďuračiová, Miroslav Blaženec
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Forests
Subjects:
machine learning
classifier
spatial distribution model
geographical information system
forest damage
bark beetle
Online Access:https://www.mdpi.com/1999-4907/12/4/395

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https://www.mdpi.com/1999-4907/12/4/395

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