Internet of Things in agriculture, recent advances and future challenges

被引:411
|
作者
Tzounis, Antonis [1 ]
Katsoulas, Nikolaos [1 ]
Bartzanas, Thomas [2 ]
Kittas, Constantinos [1 ]
机构
[1] Univ Thessaly, Dept Agr Crop Prod & Rural Environm, Volos, Greece
[2] Ctr Res & Technol Hellas, Inst Res & Technol Thessaly, Volos, Greece
关键词
Internet of things; RFID; Cloud; Wireless sensor networks; Food supply chain; WIRELESS SENSOR NETWORK; SYSTEM; TEMPERATURE; INFORMATION; IRRIGATION; FRAMEWORK; PRIVACY; CLOUD; FOOD; IOT;
D O I
10.1016/j.biosystemseng.2017.09.007
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
The increasing demand for food, both in terms of quantity and quality, has raised the need for intensification and industrialisation of the agricultural sector. The "Internet of Things" (IoT) is a highly promising family of technologies which is capable of offering many solutions towards the modernisation of agriculture. Scientific groups and research institutions, as well as the industry, are in a race trying to deliver more and more IoT products to the agricultural business stakeholders, and, eventually, lay the foundations to have a clear role when IoT becomes a mainstream technology. At the same time Cloud Computing, which is already very popular, and Fog Computing provide sufficient resources and solutions to sustain, store and analyse the huge amounts of data generated by IoT devices. The management and analysis of IoT data ("Big Data") can be used to automate processes, predict situations and improve many activities, even in real-time. Moreover, the concept of interoperability among heterogeneous devices inspired the creation of the appropriate tools, with which new applications and services can be created and give an added value to the data flows produced at the edge of the network. The agricultural sector was highly affected by Wireless Sensor Network (WSN) technologies and is expected to be equally benefited by the IoT. In this article, a survey of recent IoT technologies, their current penetration in the agricultural sector, their potential value for future farmers and the challenges that IoT faces towards its propagation is presented. (C) 2017 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:31 / 48
页数:18
相关论文
共 50 条
  • [1] Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges
    Ali, Mansoor
    Karimipour, Hadis
    Tariq, Muhammad
    [J]. COMPUTERS & SECURITY, 2021, 108
  • [2] Recent Advances in Internet of Things and Emerging Social Internet of Things: Vision, Challenges and Trends
    Amin, Farhan
    Asghar, Ikram
    Ali, Aftab
    Hwang, Seong-Oun
    [J]. ELECTRONICS, 2022, 11 (13)
  • [3] Recent advancements and challenges of Internet of Things in smart agriculture: A survey
    Sinha, Bam Bahadur
    Dhanalakshmi, R.
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 126 : 169 - 184
  • [4] Internet of Things in Smart Agriculture: Challenges, Opportunities and Future Directions
    Thilakarathne, Navod Neranjan
    Yassin, Hayati
    Abu Bakar, Muhammad Saifullah
    Abas, Pg Emerolylariffion
    [J]. 2021 IEEE ASIA-PACIFIC CONFERENCE ON COMPUTER SCIENCE AND DATA ENGINEERING (CSDE), 2021,
  • [5] Recent Advances, Future Trends, Applications and Challenges of Internet of Underwater Things (IoUT): A Comprehensive Review
    Mohsan, Syed Agha Hassnain
    Li, Yanlong
    Sadiq, Muhammad
    Liang, Junwei
    Khan, Muhammad Asghar
    [J]. JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (01)
  • [6] Securing the Internet-of-Things: Advances, challenges, future trends
    Liu, Ximeng
    Mu, Yi
    Ning, Jianting
    Zhang, Qingchen
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2021, 32 (05)
  • [7] Toward the Internet of Underwater Things: Recent Developments and Future Challenges
    Khalil, Ruhul Amin
    Saeed, Nasir
    Babar, Mohammad Inayatullah
    Jan, Tariqullah
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2021, 10 (06) : 32 - 37
  • [8] Nanoparticles in Sustainable Agriculture: Recent Advances, Challenges, and Future Prospects
    Hafez, Mohamed
    Khalil, Huda F.
    [J]. COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2024, 55 (14) : 2181 - 2196
  • [9] Industrial internet of things: Recent advances, enabling technologies and open challenges
    Khan, W. Z.
    Rehman, M. H.
    Zangoti, H. M.
    Afzal, M. K.
    Armi, N.
    Salah, K.
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2020, 81
  • [10] Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges
    Khan, Latif U.
    Saad, Walid
    Han, Zhu
    Hossain, Ekram
    Hong, Choong Seon
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021, 23 (03): : 1759 - 1799