An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges

被引:668
作者
Elijah, Olakunle [1 ]
Rahman, Tharek Abdul [1 ]
Orikumhi, Igbafe [2 ]
Leow, Chee Yen [1 ]
Hindia, M. H. D. Nour [3 ]
机构
[1] Univ Teknol Malaysia, Wireless Commun Ctr, Johor Baharu 81310, Malaysia
[2] Hanyang Univ, Dept Elect Engn, Unmanned Vehicle Res Ctr 5G, Seoul 04673, South Korea
[3] Univ Malaya, Dept Elect Engn, Fac Engn, Kuala Lumpur 50603, Malaysia
来源
IEEE INTERNET OF THINGS JOURNAL | 2018年 / 5卷 / 05期
基金
欧盟地平线“2020”;
关键词
Agriculture; data analytics (DA); Internet of Things (IoT); IoT ecosystems; IoT in agriculture; IoT sensors; smart agriculture; WIRELESS SENSOR NETWORKS; HEALTH-CARE; FOOD FRAUD; PRIVACY; ARCHITECTURE; SYSTEM; SECURITY; CLOUD; OPPORTUNITIES; TRACEABILITY;
D O I
10.1109/JIOT.2018.2844296
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The surge in global population is compelling a shift toward smart agriculture practices. This coupled with the diminishing natural resources, limited availability of arable land, increase in unpredictable weather conditions makes food security a major concern for most countries. As a result, the use of Internet of Things (IoT) and data analytics (DA) are employed to enhance the operational efficiency and productivity in the agriculture sector. There is a paradigm shift from use of wireless sensor network (WSN) as a major driver of smart agriculture to the use of IoT and DA. The IoT integrates several existing technologies, such as WSN, radio frequency identification, cloud computing, middleware systems, and end-user applications. In this paper, several benefits and challenges of IoT have been identified. We present the IoT ecosystem and how the combination of IoT and DA is enabling smart agriculture. Furthermore, we provide future trends and opportunities which are categorized into technological innovations, application scenarios, business, and marketability.
引用
收藏
页码:3758 / 3773
页数:16
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