中国农学通报2025，Vol.41Issue(24)：126-134,9.
基于无人机遥感的作物氮素诊断研究进展
Advances in Crop Nitrogen Diagnosis Based on UAV Remote Sensing
摘要
Abstract
This paper focuses on the application of UAV remote sensing in crop nitrogen diagnosis,and comprehensively summarizes the development of nitrogen diagnosis technology from traditional nitrogen diagnosis technology,diagnosis technology based on digital image analysis to diagnosis technology of UAV remote sensing.The research and application progress of UAV remote sensing technology in nitrogen diagnosis of various crops are deeply analyzed.It is pointed out that the technology has the advantages of strong mobility,high degree of automation,non-destructive and high efficiency in precision agriculture.At the same time,the current challenges of the technology are objectively analyzed,such as massive data processing,limited model generalization ability,high application cost,and vulnerability to environmental interference.Finally,the future directions of deepening the mechanism and innovation model,breaking through the bottleneck of core technology,building intelligent application ecology,and promoting standardization and scale are prospected,aiming to provide theoretical support for promoting the in-depth application of UAV remote sensing technology in the field of precision agriculture.关键词
无人机遥感/氮素诊断/数字图像分析/精准农业/无损高效/数据融合Key words
UAV remote sensing/nitrogen diagnosis/digital image analysis/precision agriculture/non-destructive and efficient/data fusion分类
农业科技引用本文复制引用
韩延禄,朱毅,尹艺璐,王会征,兰玉彬,赵硕..基于无人机遥感的作物氮素诊断研究进展[J].中国农学通报,2025,41(24):126-134,9.基金项目
国家自然科学基金项目"基于胚乳线粒体功能启动的水-电场混合引发诱导胡萝卜种子萌发机理研究"(32402557) （32402557）
宁夏回族自治区重点研发计划项目"宁夏露地冷凉蔬菜智能化生产管理关键技术研究与联控装备集成示范"(2025BBF01004) （2025BBF01004）
山东省自然科学基金项目"水-电场混合引发技术促进胡萝卜种子萌发的胚乳弱化作用机理研究"(ZR2023QC213). （ZR2023QC213）
