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Crop yield prediction integrating genotype and weather variables using deep learning

Accurate prediction of crop yield supported by scientific and domain-relevant insights, is useful to improve agricultural breeding, provide monitoring across diverse climatic conditions and thereby protect against climatic challenges to crop production. We used performance records from Uniform Soybe...

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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Shook, Johnathon, Gangopadhyay, Tryambak, Wu, Linjiang, Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8211294/
https://ncbi.nlm.nih.gov/pubmed/34138872
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0252402
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