Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Shook, Johnathon, Gangopadhyay, Tryambak, Wu, Linjiang, Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8211294/
https://www.ncbi.nlm.nih.gov/pubmed/34138872
http://dx.doi.org/10.1371/journal.pone.0252402