IoT-based smart agriculture: an exhaustive study

被引:5
|
作者
Pawar, Avinash [1 ]
Deosarkar, S. B. [2 ]
机构
[1] VPMs MPCOE Velneshwar, Instrumentat Engn Deparatment, Velneshwar, India
[2] DBATULonere, Elect & Telecommun Engn, Lonere, India
关键词
Internet of Things; Climate change; Sensors; Devices; Farming technologies; Unmanned autonomous vehicle; Smart agriculture;
D O I
10.1007/s11276-023-03315-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Despite what some may believe, the agriculture industry is really more accurate, data-driven, and intelligent than ever before in today's modern farming business. In practically each business, particularly "smart agriculture," the fast development of Internet-of-Things (IoT)-based technology has led to a redesign that has switched from statistical to numerical techniques. Such radical developments are upending traditional agricultural practises and opening up new possibilities alongside a number of difficulties. This article discusses the promise of wireless sensor nodes and the Internet of Things (IoT) in agricultural in addition to the difficulties that will inevitably arise when combining this technology with conventional agricultural methods. In-depth analysis is done on IoT devices and communications methods related to wireless sensors used in agricultural applications. There is a list of the sensors that are suitable for various agricultural applications, such as land preparation, crop condition, watering, and pest and insect detection. It is stated how well this technology assists farmers in all crop-related processes, including planting, growing, harvesting, packing, and transportation. This article also takes into account the usage of unmanned drones for agricultural monitoring as well as other advantageous purposes like increasing crop output. Modern IoT-based technologies and architectures utilised in farming also are emphasised where appropriate. We conclude by highlighting future research difficulties and identifying existing and future IoT in agricultural developments based on our in-depth assessment.
引用
收藏
页码:2457 / 2470
页数:14
相关论文
共 50 条
  • [1] IoT-based smart agriculture: an exhaustive study
    Avinash Pawar
    S. B. Deosarkar
    [J]. Wireless Networks, 2023, 29 : 2457 - 2470
  • [2] IoT-Based Framework for Smart Agriculture
    Yang, Jian
    Sharma, Amit
    Kumar, Rajeev
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND ENVIRONMENTAL INFORMATION SYSTEMS, 2021, 12 (02) : 1 - 14
  • [3] IoT-based Measurement for Smart Agriculture
    Heideker, Alexandre
    Ottolini, Dener
    Zyrianoff, Ivan
    Torre Neto, Andre
    Cinotti, Tullio Salmon
    Kamienski, Carlos
    [J]. PROCEEDINGS OF 2020 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AGRICULTURE AND FORESTRY (METROAGRIFOR), 2020, : 68 - 72
  • [4] Smart Agriculture: IoT-based Greenhouse Monitoring System
    Simo, A.
    Dzitac, S.
    Badea, G. E.
    Meianu, D.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2022, 17 (06)
  • [5] Machine Learning for Cloud and IoT-Based Smart Agriculture
    Et-taibi, Bouali
    Abid, Mohamed Riduan
    Boufounas, El-Mahjoub
    Bourhnane, Safae
    Benhaddou, Driss
    [J]. ADVANCES IN CONTROL POWER SYSTEMS AND EMERGING TECHNOLOGIES, VOL 2, ICESA 2023, 2024, : 181 - 187
  • [6] Adaptive Power System for IoT-Based Smart Agriculture Applications
    Abou Emira, Shahenaz S.
    Youssef, Khaled Y.
    Abouelatta, Mohamed
    [J]. 2019 15TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO 2019), 2019, : 126 - 131
  • [7] Smart Secure Sensing for IoT-Based Agriculture: Blockchain Perspective
    Vangala, Anusha
    Das, Ashok Kumar
    Kumar, Neeraj
    Alazab, Mamoun
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (16) : 17591 - 17607
  • [8] Deep malware detection framework for IoT-based smart agriculture
    Smmarwar, Santosh K.
    Gupta, Govind P.
    Kumar, Sanjay
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2022, 104
  • [9] LiveCare: An IoT-Based Healthcare Framework for Livestock in Smart Agriculture
    Chatterjee, Pinaki S.
    Ray, Niranjan K.
    Mohanty, Saraju P.
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2021, 67 (04) : 257 - 265
  • [10] Renewable Energy Integration Into Cloud & IoT-Based Smart Agriculture
    Bouali, Et-Taibi
    Abid, Mohamed Riduan
    Boufounas, El-Mahjoub
    Abu Hamed, Tareq
    Benhaddou, Driss
    [J]. IEEE ACCESS, 2022, 10 : 1175 - 1191