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

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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Bibliographic Details
Main Authors: Wei Lu, Rongting Du, Pengshuai Niu, Guangnan Xing, Hui Luo, Yiming Deng, Lei Shu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Plant Science
Subjects:
yield prediction
phenotyping
germplasm innovation
soybean
in situ
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2021.791256/full

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