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Visible and near-infrared spectroscopy and deep learning application for the qualitative and quantitative investigation of nitrogen status in cotton leaves

Leaf nitrogen concentration (LNC) is a critical indicator of crop nutrient status. In this study, the feasibility of using visible and near-infrared spectroscopy combined with deep learning to estimate LNC in cotton leaves was explored. The samples were collected from cotton’s whole growth cycle, an...

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Detalles Bibliográficos
Autores principales: Xiao, Qinlin, Wu, Na, Tang, Wentan, Zhang, Chu, Feng, Lei, Zhou, Lei, Shen, Jianxun, Zhang, Ze, Gao, Pan, He, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834998/
https://www.ncbi.nlm.nih.gov/pubmed/36643292
http://dx.doi.org/10.3389/fpls.2022.1080745