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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2021
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| Materias: | |
| 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 |