Rice bacterial blight resistant cultivar selection based on visible/near-infrared spectrum and deep learning

Abstract Background Rice bacterial blight (BB) has caused serious damage in rice yield and quality leading to huge economic loss and food safety problems. Breeding disease resistant cultivar becomes the eco-friendliest and most effective alternative to regulate its outburst, since the propagation of...

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Detalhes bibliográficos
Main Authors: Jinnuo Zhang, Xuping Feng, Qingguan Wu, Guofeng Yang, Mingzhu Tao, Yong Yang, Yong He
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2022-04-01
Colecção:Plant Methods
Assuntos:
Plant disease
Visible/near-infrared spectroscopy
Attention mechanism
Deep learning
Rice bacterial blight resistance
Acesso em linha:https://doi.org/10.1186/s13007-022-00882-2
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