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Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods

BACKGROUND: To accurately estimate winter wheat leaf area index (LAI) using unmanned aerial vehicle (UAV) hyperspectral imagery is crucial for crop growth monitoring, fertilization management, and development of precision agriculture. METHODS: The UAV hyperspectral imaging data, Analytical Spectral...

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Detalhes bibliográficos
Publicado no:Plant Methods
Main Authors: Zhang, Juanjuan, Cheng, Tao, Guo, Wei, Xu, Xin, Qiao, Hongbo, Xie, Yimin, Ma, Xinming
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8094481/
https://ncbi.nlm.nih.gov/pubmed/33941211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-021-00750-5
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