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From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges

IEEE Transactions on Industrial Informatics · 2020 · Vol. 17(6) · pp. 4322–4334
Ye LiuXiaoyuan MaLei ShuGerhard P. HanckeAdnan M. Abu‐Mahfouz

Abstract

The three previous industrial revolutions profoundly transformed agriculture industry from indigenous farming to mechanized farming and recent precision agriculture. Industrial farming paradigm greatly improves productivity, but a number of challenges have gradually emerged, which have exacerbated in recent years. Industry 4.0 is expected to reshape the agriculture industry once again and promote the fourth agricultural revolution. In this article, first, we review the current status of industrial agriculture along with lessons learned from industrialized agricultural production patterns, industrialized agricultural production processes, and the industrialized agri-food supply chain. Furthermore, five emerging technologies, namely the Internet of Things, robotics, artificial intelligence, big data analytics, and blockchain, toward Agriculture 4.0 are discussed. Specifically, we focus on the key applications of these emerging technologies in the agricultural sector and corresponding research challenges. This article aims to open up new research opportunities for readers, particularly industrial practitioners.

Smart Agriculture and AIDigital Transformation in IndustryIoT and Edge/Fog ComputingAgricultureBusinessProductivityBig dataAgricultural productivityIndustry 4.0Industrial RevolutionAnalyticsAgricultural economicsNatural resource economics

Funding

  • National Natural Science Foundation of China
  • China Postdoctoral Science Foundation
  • Fundamental Research Funds for the Central Universities
Citations
759
FWCI
85.73
field-weighted impact
References
108
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100%
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References
Industry 4.0: state of the art and future trends
International Journal of Production Research · 2018 · 3,025 citations
Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas
IEEE Internet of Things Journal · 2018 · 602 citations
Industry 4.0 technologies: Implementation patterns in manufacturing companies
International Journal of Production Economics · 2019 · 2,654 citations
Remote sensing for agricultural applications: A meta-review
Remote Sensing of Environment · 2019 · 1,692 citations
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