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Comparison of Artificial Intelligence Algorithms and Remote Sensing for Modeling Pine Bark Beetle Susceptibility in Honduras

The pine bark beetle is a devastating forest pest, causing significant forest losses worldwide, including 25% of pine forests in Honduras. This study focuses on <i>Dendroctonus frontalis</i> and <i>Ips</i> spp., which have affected four of the seven native pine species in Honduras: <i>Pinus oocarpa<...

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Principais autores: Omar Orellana, Marco Sandoval, Erick Zagal, Marcela Hidalgo, Jonathan Suazo-Hernández, Leandro Paulino, Efrain Duarte
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-03-01
coleção:Remote Sensing
Assuntos:
random forest
gradient boosting
maximum entropy
artificial intelligence
covariates
pine bark beetle
Acesso em linha:https://www.mdpi.com/2072-4292/17/5/912
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