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Cross-modal data integration and spectral optimization for enhanced individual apple tree canopy nitrogen concentration estimation using UAV remote sensing

Bo Chen Ning Zhang Yanqing Li Zhuang Li Xiujuan Chai

植物表型组学（英文）2026，Vol.8Issue(1)：219-231,13.

植物表型组学（英文）2026，Vol.8Issue(1)：219-231,13.DOI:10.1016/j.plaphe.2026.100172

Cross-modal data integration and spectral optimization for enhanced individual apple tree canopy nitrogen concentration estimation using UAV remote sensing

Bo Chen ¹Ning Zhang ¹Yanqing Li ²Zhuang Li ²Xiujuan Chai¹

作者信息

1. Agricultural Information Institute,Chinese Academy of Agricultural Sciences,Beijing,China||Key Laboratory of Agricultural Big Data,Ministry of Agriculture and Rural Affairs,Beijing,China
2. Institute of Fruit Tree Research,Chinese Academy of Agricultural Sciences,Xingcheng,China
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摘要

关键词

Individual tree segmentation/Canopy nitrogen distribution/Wavelet enhancement/Unmanned Aerial Vehicle(UAV)/Pixel clustering

Key words

Individual tree segmentation/Canopy nitrogen distribution/Wavelet enhancement/Unmanned Aerial Vehicle(UAV)/Pixel clustering

引用本文复制引用

Bo Chen,Ning Zhang,Yanqing Li,Zhuang Li,Xiujuan Chai..Cross-modal data integration and spectral optimization for enhanced individual apple tree canopy nitrogen concentration estimation using UAV remote sensing[J].植物表型组学（英文）,2026,8(1):219-231,13.

基金项目

This work was supported by the Basic Research Center,Innovation Program of Chinese Academy of Agricultural Sciences(CAAS-BRC-SAE-2025-01 and CAAS-ASTIP-2026-AII). （CAAS-BRC-SAE-2025-01 and CAAS-ASTIP-2026-AII）

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