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A review of remote sensing for potato traits characterization in precision agriculture
Sun, Chen1,2; Zhou, Jing1; Ma, Yuchi1; Xu, Yijia1; Pan, Bin3; Zhang, Zhou1
作者部门光谱成像技术研究室
2022-07-18
发表期刊FRONTIERS IN PLANT SCIENCE
ISSN1664-462X
卷号13
产权排序1
摘要

Potato is one of the most significant food crops globally due to its essential role in the human diet. The growing demand for potato, coupled with severe environmental losses caused by extensive farming activities, implies the need for better crop protection and management practices. Precision agriculture is being well recognized as the solution as it deals with the management of spatial and temporal variability to improve agricultural returns and reduce environmental impact. As the initial step in precision agriculture, the traditional methods of crop and field characterization require a large input in labor, time, and cost. Recent developments in remote sensing technologies have facilitated the process of monitoring crops and quantifying field variations. Successful applications have been witnessed in the area of precision potato farming. Thus, this review reports the current knowledge on the applications of remote sensing technologies in precision potato trait characterization. We reviewed the commonly used imaging sensors and remote sensing platforms with the comparisons of their strengths and limitations and summarized the main applications of the remote sensing technologies in potato. As a result, this review could update potato agronomists and farmers with the latest approaches and research outcomes, as well as provide a selective list for those who have the intentions to apply remote sensing technologies to characterize potato traits for precision agriculture.

关键词precision agriculture remote sensing satellite imagery potato unmanned aerial system sensors
DOI10.3389/fpls.2022.871859
收录类别SCI
语种英语
WOS记录号WOS:000834546800001
出版者FRONTIERS MEDIA SA
引用统计
被引频次:10[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/96083
专题光谱成像技术研究室
通讯作者Zhang, Zhou
作者单位1.Univ Wisconsin Madison, Biol Syst Engn, Madison, WI 53706 USA
2.Xian Inst Opt & Precis Mech, Key Lab Spectral Imaging Technol, Xian, Peoples R China
3.Nankai Univ, Sch Stat & Data Sci, Tianjin, Peoples R China
推荐引用方式
GB/T 7714
Sun, Chen,Zhou, Jing,Ma, Yuchi,et al. A review of remote sensing for potato traits characterization in precision agriculture[J]. FRONTIERS IN PLANT SCIENCE,2022,13.
APA Sun, Chen,Zhou, Jing,Ma, Yuchi,Xu, Yijia,Pan, Bin,&Zhang, Zhou.(2022).A review of remote sensing for potato traits characterization in precision agriculture.FRONTIERS IN PLANT SCIENCE,13.
MLA Sun, Chen,et al."A review of remote sensing for potato traits characterization in precision agriculture".FRONTIERS IN PLANT SCIENCE 13(2022).
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