Smart Agriculture in the Digital Age: A Comprehensive IoT-Driven Greenhouse Monitoring System

Authors

  • Attila Simo Politehnica University Timisoara, Romania
  • Simona Dzitac University of Oradea, Romania
  • Amalia Duțu National University of Science and Technology POLITEHNICA Bucharest, Romania
  • Ionuț Pandelica Bucharest University of Economic Studies, Faculty of International Economic Relations, Romania

DOI:

https://doi.org/10.15837/ijccc.2023.6.6147

Keywords:

Smart Agriculture, Internet of Things, LoRa, Digitization

Abstract

The integration of Internet of Things (IoT) technologies in agriculture has emerged as a transformative force, revolutionizing traditional farming practices and driving efficiency and sustainability. This paper presents the development and implementation of a cost-effective greenhouse monitoring system utilizing LoRaWAN technology for data communication. The system’s design, deployment, and performance are discussed in detail. Key components include an array of sensors for monitoring environmental parameters and LoRaWAN for long-range, low-power communication. The low-cost nature of the system challenges the notion that advanced agricultural technology is prohibitively expensive, making it accessible to farmers of varying scales. The system’s affordability and realtime data accessibility make it a valuable tool for precision agriculture, contributing to improved crop yields and resource management.

References

T. Wen, L. Zhao, G. Wang, R. Liang, "Review of the Internet of Things Communication Technologies in Smart Agriculture and Challenges," Computers and Electronics in Agriculture, 2021, Volume 189, ISSN 0168-1699.

https://doi.org/10.1016/j.compag.2021.106352

E.A. Abioye, O. Hensel, T.J. Esau, O. Elijah, M.S.Z. Abidin, A.S. Ayobami, O. Yerima, A. Nasirahmadi, "Precision Irrigation Management Using Machine Learning and Digital Farming Solutions," AgriEngineering, 2022, 4, pp. 70-103.

https://doi.org/10.3390/agriengineering4010006

P.H. Brown, F.-J. Zhao, A. Dobermann, "What is a Plant Nutrient? Changing Definitions to Advance Science and Innovation in Plant Nutrition," Plant and Soil, 2022, 476(1-2), pp. 11-23.

https://doi.org/10.1007/s11104-021-05171-w

M. Soussi, et al., "Comprehensive Review on Climate Control and Cooling Systems in Greenhouses Under Hot and Arid Conditions," Agronomy, 2022, 12(3), p. 626.

https://doi.org/10.3390/agronomy12030626

O. Abedrabboh, M. Koc, Y. Biçer, "Modelling and Analysis of a Renewable Energy-Driven Climate-Controlled Sustainable Greenhouse for Hot and Arid Climates," Energy Conversion and Management, 2022, 273, p. 116412.

https://doi.org/10.1016/j.enconman.2022.116412

P.C. Pandey, A.K. Tripathi, J.K. Sharma, "An Evaluation of GPS Opportunity in Market for Precision Agriculture," GPS and GNSS Technology in Geosciences, Elsevier, 2021, pp. 337-349.

https://doi.org/10.1016/B978-0-12-818617-6.00016-0

J. Segarra, et al., "Remote Sensing for Precision Agriculture: Sentinel-2 Improved Features and Applications," Agronomy, 2020, 10(5), p. 641.

https://doi.org/10.3390/agronomy10050641

L.S. Pereira, I. Cordery, I. Iacovides, "Improved Indicators ofWater Use Performance and Productivity for Sustainable Water Conservation and Saving," Agricultural Water Management, 2012, 108, pp. 39-51.

https://doi.org/10.1016/j.agwat.2011.08.022

J. Torres-Sánchez, F. López-Granados, J.M. Pena, "An Automatic Object-Based Method for Optimal Thresholding in UAV Images: Application for Vegetation Detection in Herbaceous Crops," Computers and Electronics in Agriculture, 2015, 114, pp. 43-52.

https://doi.org/10.1016/j.compag.2015.03.019

H.B. Biradar, L. Shabadi, "Review on IOT Based Multidisciplinary Models for Smart Farming," 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), IEEE, 2017.

https://doi.org/10.1109/RTEICT.2017.8256932

M. Sophocleous, J. Georgiou, "Precision Agriculture: Challenges in Sensors and Electronics for Real-Time Soil and Plant Monitoring," 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), IEEE, 2017.

L. García, et al., "Deployment Strategies of Soil Monitoring WSN for Precision Agriculture Irrigation Scheduling in Rural Areas," Sensors, 2021, 21(5), p. 1693.

https://doi.org/10.3390/s21051693

M.S. Hossain, M.H. Rahman, M.S. Rahman, A.S. Hosen, C. Seo, G.H. Cho, "Intellectual Property Theft Protection in IoT-Based Precision Agriculture Using SDN," Electronics, 2021, 10(16), p. 1987.

https://doi.org/10.3390/electronics10161987

E.M. Pechlivani, G. Gkogkos, N. Giakoumoglou, I. Hadjigeorgiou, D. Tzovaras, "Towards Sustainable Farming: A Robust Decision Support System's Architecture for Agriculture 4.0," 2023 24th International Conference on Digital Signal Processing (DSP), IEEE, 2023, pp. 1-5.

https://doi.org/10.1109/DSP58604.2023.10167922

R. Liao, S. Zhang, X. Zhang, M. Wang, H. Wu, L. Zhangzhong, "Development of Smart Irrigation Systems Based on Real-Time Soil Moisture Data in a Greenhouse: Proof of Concept," Agricultural Water Management, 2021, 245, p. 106632.

https://doi.org/10.1016/j.agwat.2020.106632

FAO, "Food and Agriculture Organization of the United Nations; FAOSTAT: Rome, Italy, 2017," Available online: http://www.fao.org/faostat/en/.

D.H. Khamdamov, Kh T. Yuldashev, "Using Modern Automation in the Greenhouse," International Journal of Advance Scientific Research, 2022, 2.05, pp. 28-37.

https://doi.org/10.37547/ijasr-02-05-06

S. Khanal, et al., "Remote Sensing in Agriculture-Accomplishments, Limitations, and Opportunities," Remote Sensing, 2020, 12.22, p. 3783.

https://doi.org/10.3390/rs12223783

H.A. Issad, R. Aoudjit, J.J.P.C. Rodrigues, "A Comprehensive Review of Data Mining Techniques in Smart Agriculture," Engineering in Agriculture, Environment and Food, 2019, 12.4, pp. 511- 525.

https://doi.org/10.1016/j.eaef.2019.11.003

S.I. Hassan, M.M. Alam, U. Illahi, M.A. Al Ghamdi, S.H. Almotiri, M.M. Su'ud, "A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture," IEEE Access, 2021, 9, pp. 32517-32548.

https://doi.org/10.1109/ACCESS.2021.3057865

S. Cesco, P. Sambo, M. Borin, B. Basso, G. Orzes, F. Mazzetto, "Smart Agriculture and Digital Twins: Applications and Challenges in a Vision of Sustainability," European Journal of Agronomy, 2023, 146, p. 126809.

https://doi.org/10.1016/j.eja.2023.126809

M.A. Khan, K. Salah, "IoT Security: Review, Blockchain Solutions, and Open Challenges," Future Generation Computer Systems, 2018, 82, pp. 395-411.

https://doi.org/10.1016/j.future.2017.11.022

W. Yu, F. Liang, X. He, W.G. Hatcher, C. Lu, J. Lin, X. Yang, "A Survey on the Edge Computing for the Internet of Things," IEEE Access, 2017, 6, 6900-6919.

https://doi.org/10.1109/ACCESS.2017.2778504

A. Sigov, L. Ratkin, L.A. Ivanov, L.D. Xu, "Emerging Enabling Technologies for Industry 4.0 and Beyond," Information Systems Frontiers, 2022, 1-11.

https://doi.org/10.1007/s10796-021-10213-w

A. Jidarma, S. Nof, "Collaborative Detection and Prevention of Errors and Conflicts in an Agricultural Robotic System," Studies in Informatics and Control, 2021, 30(1), pp. 19-28.

https://doi.org/10.24846/v30i1y202102

P.O. Dusadeerungsikul, S.Y. Nof, "A Cyber Collaborative Protocol for Real-Time Communication and Control in Human-Robot-SensorWork," International Journal of Computers Communications & Control, 2021, 16(3), p. 4233.

https://doi.org/10.15837/ijccc.2021.3.4233

H. Agrawal, R. Dhall, K.S.S. Iyer, V. Chetlapalli, "An Improved Energy-Efficient System for IoT-Enabled Precision Agriculture," Journal of Ambient Intelligence and Humanized Computing, 2020, 11, pp. 2337-2348.

https://doi.org/10.1007/s12652-019-01359-2

A. Aljumah, "IoT-Inspired Framework for Real-Time Prediction of Forest Fire," International Journal of Computers Communications & Control, 2022, 17(3), p. 4371.

https://doi.org/10.15837/ijccc.2022.3.4371

I. Muntean, G.D. Mois, S.C. Folea, "Development and Analysis of Low-Cost IoT Sensors for Urban Environmental Monitoring," International Journal of Computers Communications & Control, 2021, 16(5), p. 4260.

https://doi.org/10.15837/ijccc.2021.5.4260

M. Sreeram, S.Y. Nof, "Human-In-The-Loop: Role in Cyber Physical Agricultural Systems," International Journal of Computers Communications & Control, 2021, 16(1), p. 4166.

https://doi.org/10.15837/ijccc.2021.2.4166

A. Simo, S. Dzitac, G.E. Badea, D. Meianu, "Smart Agriculture: IoT-Based Greenhouse Monitoring System," International Journal of Computers Communications & Control, 2022, 17(6), p. 5039.

https://doi.org/10.15837/ijccc.2022.6.5039

A. Simo, S. Dzitac, "Energy-Efficient Wireless Sensor Networks for Greenhouse Management," in Intelligent Methods Systems and Applications in Computing, Communications and Control. ICCCC 2022. Advances in Intelligent Systems and Computing, vol 1435, Springer, Cham, 2023.

https://doi.org/10.1007/978-3-031-16684-6_10

Additional Files

Published

2023-10-30

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