Prediction of municipality-level winter wheat yield based on meteorological data using machine learning in Hokkaido, Japan

This study analyzed meteorological constraints on winter wheat yield in the northern Japanese island, Hokkaido, and developed a machine learning model to predict municipality-level yields from meteorological data. Compared to most wheat producing areas, this island is characterized by wet climate ow...

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Detalles Bibliográficos
Autores principales: Murakami, Keach, Shimoda, Seiji, Kominami, Yasuhiro, Nemoto, Manabu, Inoue, Satoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523044/
https://www.ncbi.nlm.nih.gov/pubmed/34662365
http://dx.doi.org/10.1371/journal.pone.0258677

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523044/
https://www.ncbi.nlm.nih.gov/pubmed/34662365
http://dx.doi.org/10.1371/journal.pone.0258677

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