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Characteristic features of statistical models and machine learning methods derived from pest and disease monitoring datasets

While many studies have used traditional statistical methods when analysing monitoring data to predict future population dynamics of crop pests and diseases, increasing studies have used machine learning methods. The characteristic features of these methods have not been fully elucidated and arrange...

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Detalles Bibliográficos
Autores principales: Kishi, Shigeki, Sun, Jianqiang, Kawaguchi, Akira, Ochi, Sunao, Yoshida, Megumi, Yamanaka, Takehiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300670/
https://www.ncbi.nlm.nih.gov/pubmed/37388311
http://dx.doi.org/10.1098/rsos.230079