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Predicting insect outbreaks using machine learning: A mountain pine beetle case study

Planning forest management relies on predicting insect outbreaks such as mountain pine beetle, particularly in the intermediate‐term future, e.g., 5‐year. Machine‐learning algorithms are potential solutions to this challenging problem due to their many successes across a variety of prediction tasks....

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Detalles Bibliográficos
Autores principales: Ramazi, Pouria, Kunegel‐Lion, Mélodie, Greiner, Russell, Lewis, Mark A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8495826/
https://www.ncbi.nlm.nih.gov/pubmed/34646449
http://dx.doi.org/10.1002/ece3.7921