USE OF HIGH-RESOLUTION MULTISPECTRAL IMAGERY FROM AN UNMANNED AERIAL VEHICLE IN PRECISION AGRICULTURE

被引:7
|
作者
Al-Arab, Manal [1 ]
Torres-Rua, Alfonso [1 ]
Ticlavilca, Andres [1 ]
Jensen, Austin [1 ]
McKee, Mac [1 ]
机构
[1] Utah State Univ, Utah Water Res Lab, Logan, UT 84322 USA
来源
2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2013年
关键词
Remote Sensing; High Resolution Imaging; AggieAir; Agriculture; Machine Learning Algorithms; CROPS;
D O I
10.1109/IGARSS.2013.6723419
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Precision agriculture requires high spatial management of the inputs to agricultural production. This requires that actionable information about crop and field status be acquired at the same high spatial resolution and at a temporal frequency appropriate for timely responses. This paper presents some results from an on-going project to explore the use of imagery collected from the use of a small unmanned aerial vehicle, called AggieAir, to estimate plant nitrogen and chlorophyll at approximately 13-cm resolution for a field of oats served by a center pivot sprinkler system. When combined with appropriate analytic tools, the AggieAir imagery can be successfully used to estimate plant nitrogen and chlorophyll levels at much finer than 1-m resolution.
引用
收藏
页码:2852 / 2855
页数:4
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