A non-destructive testing method for early detection of ginseng root diseases using machine learning technologies based on leaf hyperspectral reflectance

Ginseng is an important medicinal plant benefiting human health for thousands of years. Root disease is the main cause of ginseng yield loss. It is difficult to detect ginseng root disease by manual observation on the changes of leaves, as it takes a long time until symptoms appear on leaves after t...

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Bibliographic Details
Main Authors: Guiping Zhao, Yifei Pei, Ruoqi Yang, Li Xiang, Zihan Fang, Ye Wang, Dou Yin, Jie Wu, Dan Gao, Dade Yu, Xiwen Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1031030/full