A review of remote sensing for potato traits characterization in precision agriculture | |
Sun, Chen1,2![]() | |
作者部门 | 光谱成像技术研究室 |
2022-07-18 | |
发表期刊 | FRONTIERS IN PLANT SCIENCE
![]() |
ISSN | 1664-462X |
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 |
DOI | 10.3389/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 | |
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). |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A review of remote s(350KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论