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Soybean Yield Preharvest Prediction Based on Bean Pods and Leaves Image Recognition Using Deep Learning Neural Network Combined With GRNN

Soybean yield is a highly complex trait determined by multiple factors such as genotype, environment, and their interactions. The earlier the prediction during the growing season the better. Accurate soybean yield prediction is important for germplasm innovation and planting environment factor impro...

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Detalles Bibliográficos
Autores principales: Lu, Wei, Du, Rongting, Niu, Pengshuai, Xing, Guangnan, Luo, Hui, Deng, Yiming, Shu, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792930/
https://www.ncbi.nlm.nih.gov/pubmed/35095964
http://dx.doi.org/10.3389/fpls.2021.791256