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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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Podrobná bibliografie
Vydáno v:PLoS One
Hlavní autoři: Shook, Johnathon, Gangopadhyay, Tryambak, Wu, Linjiang, Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2021
Témata:
On-line přístup: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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