首页|期刊导航|植物表型组学（英文）|Leveraging UAV hyperspectral imaging for crop physiology and biochemistry:A comprehensive review of feature extraction and selection methods

Leveraging UAV hyperspectral imaging for crop physiology and biochemistry:A comprehensive review of feature extraction and selection methods

Liuchang Xu Hailin Feng Luyao Chen Qianqian Luo Shuo Zhao Jianqin Huang Ketao Wang Zijia Yang Xiang Weng Kai Fang

植物表型组学（英文）2026，Vol.8Issue(1)：389-415,27.

植物表型组学（英文）2026，Vol.8Issue(1)：389-415,27.DOI:10.1016/j.plaphe.2025.100141

Leveraging UAV hyperspectral imaging for crop physiology and biochemistry:A comprehensive review of feature extraction and selection methods

Liuchang Xu ¹Hailin Feng ¹Luyao Chen ¹Qianqian Luo ¹Shuo Zhao ¹Jianqin Huang ²Ketao Wang ²Zijia Yang ¹Xiang Weng ¹Kai Fang¹

作者信息

1. School of Mathematics and Computer Science,Zhejiang Agriculture and Forestry University,Hangzhou,Zhejiang,311300,China
2. State Key Laboratory of Subtropical Silviculture,Zhejiang Agriculture and Forestry University,Hangzhou,Zhejiang,311300,China
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摘要

关键词

UAV hyperspectral imaging/Dimensionality reduction/Band feature selection/Feature extraction/Vegetation indices

Key words

UAV hyperspectral imaging/Dimensionality reduction/Band feature selection/Feature extraction/Vegetation indices

引用本文复制引用

Liuchang Xu,Hailin Feng,Luyao Chen,Qianqian Luo,Shuo Zhao,Jianqin Huang,Ketao Wang,Zijia Yang,Xiang Weng,Kai Fang..Leveraging UAV hyperspectral imaging for crop physiology and biochemistry:A comprehensive review of feature extraction and selection methods[J].植物表型组学（英文）,2026,8(1):389-415,27.

基金项目

This research was funded by the"Pioneer"and"Leading Goose"R&D Program of Zhejiang(Grant Nos.2022C02009 and 2022C02044) （Grant Nos.2022C02009 and 2022C02044）

and the National Natural Science Foundation of China(Grant Nos.62102366 and 62403433). （Grant Nos.62102366 and 62403433）

植物表型组学（英文）

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