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From leaf to canopy:Inversion of lettuce pigment distribution using hyperspectral imaging technology combined with deep learning algorithms

Yue Zhao Jiangchuan Fan Xianju Lu Ying Zhang Weiliang Wen Guanmin Huang Yinglun Li Xinyu Guo Liping Chen

植物表型组学（英文）2025，Vol.7Issue(4)：7-20,14.

植物表型组学（英文）2025，Vol.7Issue(4)：7-20,14.DOI:10.1016/j.plaphe.2025.100104

From leaf to canopy:Inversion of lettuce pigment distribution using hyperspectral imaging technology combined with deep learning algorithms

Yue Zhao ¹Jiangchuan Fan ²Xianju Lu ²Ying Zhang ²Weiliang Wen ²Guanmin Huang ²Yinglun Li ²Xinyu Guo ²Liping Chen¹

作者信息

1. College of Information and Electrical Engineering,China Agricultural University,Beijing,100083,China||Beijing Research Center for Information Technology in Agriculture,Beijing Academy of Agriculture and Forestry Sciences,Beijing,100097,China||China National Engineering Research Center for Information Technology in Agriculture(NERCITA),Beijing,100097,China
2. Beijing Research Center for Information Technology in Agriculture,Beijing Academy of Agriculture and Forestry Sciences,Beijing,100097,China||China National Engineering Research Center for Information Technology in Agriculture(NERCITA),Beijing,100097,China
折叠

摘要

关键词

Lettuce/Chlorophyll/Carotenoids/Attention mechanism/Quantitative analysis

Key words

Lettuce/Chlorophyll/Carotenoids/Attention mechanism/Quantitative analysis

引用本文复制引用

Yue Zhao,Jiangchuan Fan,Xianju Lu,Ying Zhang,Weiliang Wen,Guanmin Huang,Yinglun Li,Xinyu Guo,Liping Chen..From leaf to canopy:Inversion of lettuce pigment distribution using hyperspectral imaging technology combined with deep learning algorithms[J].植物表型组学（英文）,2025,7(4):7-20,14.

基金项目

This work was partially supported by the Beijing Rural Revitalization Agricultural Science and Technology Project(NY2401040025),the National Key R&D Program(2022YFD2002300),and the Construction of the Collaborative Innovation Center of Beijing Academy of Agricul-tural and Forestry Sciences(KJCX20240406). （NY2401040025）

植物表型组学（英文）

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