A Critical Assessment of Data Loggers for Farm Monitoring: Addressing Limitations and Advancing Towards Enhanced Weather Monitoring Systems
Abstract
This comprehensive review examines thirty-nine data loggers and their associated literature, systematically critiquing their design and implementation. The integration of data loggers in farm monitoring proves cost-effective, enabling the simultaneous monitoring of multiple parameters without human intervention. The accrued data, when logged over time, contributes to more accurate weather predictions, empowering farmers to strategically plan for upcoming seasons. However, the review reveals a prevalent issue among existing data loggers: many cannot read and record various weather parameters concurrently, coupled with insufficient storage capacity. This limitation hinders their suitability for prolonged, unattended data storage. Additionally, a significant number of the reviewed data loggers lack long-range wireless data transmission capabilities, restricting effective weather monitoring from a distance. The findings underscore the need for researchers to focus on developing advanced long-range data logger systems with enhanced memory storage capacities to address these identified shortcomings.
Downloads


References
N. K. Abbaraju and N. K. Abbaraju, Sending and Receiving Data between Mobile and Data Logger (via Bluetooth).” 2017.
V. Andrea, “Master Thesis, New Generation Logging Mechanism, 2013
V. H. U. Eze, M. O. Onyia, J. I. Odo, and S. A. Ugwu, “Development of Aduino Based Software for Water Pumping Irrigation System,” International Journal of Scientific & Engineering Research, vol. 8, no. 8, pp. 1384–1399, 2017.
V. H. U. Eze, S. C. Olisa, M. C. Eze, B. O. Ibokette, and S. A. Ugwu, “Effect of Input Current and The Receiver-Transmitter Distance on The Voltage Detected by Infrared Receiver,” International Journal of Scientific & Engineering Research, vol. 7, no. 10, pp. 642–645, 2016.
M. C. Eze, V. H. U. Eze, N. O. Chidebelu, S. A. Ugwu, J. I. Odo, and J. I. Odi, “Novel Passive Negative and Positive Clamper Circuits Design for Electronic Systems,” International Journal of Scientific & Engineering Research, vol. 8, no. 5, pp. 856–867, 2017.
V. H. U. Eze, E. Edozie, K. Umaru, O. W. Okafor, C. N. Ugwu, and F. C. Ogenyi, “Overview of Renewable Energy Power Generation and Conversion (2015-2023),” Eurasian Experiment Journal of Engineering (EEJE), vol. 4, no. 1, pp. 105–113, 2023.
V. H. U. Eze et al., “A Systematic Review of Renewable Energy Trend,” Newport International Journal of Engineering and Physical Sciences, vol. 3, no. 2, pp. 93–99, 2023.
V. H. U. Eze, U. O. Oparaku, A. S. Ugwu, and C. C. Ogbonna, “A Comprehensive Review on Recent Maximum Power Point Tracking of a Solar Photovoltaic Systems using Intelligent, Non-Intelligent and Hybrid based Techniques,” International Journal of Innovative Science and Research Technology, vol. 6, no. 5, pp. 456–474, 2021.
V. H. U. Eze, M. C. Eze, V. C. Chijindu, C. E. Eze, S. A. Ugwu, and C. C. Ugwu, “Development of Improved Maximum Power Point Tracking Algorithm Based on Balancing Particle Swarm Optimization for Renewable Energy Generation,” IDOSR Journal of Applied Sciences, vol. 7, no. 1, pp. 12–28, 2022.
V. H. U. Eze, O. N. Iloanusi, M. C. Eze, and C. C. Osuagwu, “Maximum power point tracking technique based on optimized adaptive differential conductance,” Cogent Engineering, vol. 4, no. 1, pp. 1339336, 2017, doi: 10.1080/23311916.2017.1339336.
M. C. Eze et al., “Improving the efficiency and stability of in-air fabricated perovskite solar cells using the mixed antisolvent of methyl acetate and chloroform,” Organic Electronics, vol. 107, pp. 1–10, 2022, doi: 10.1016/j.orgel.2022.106552.
M. C. Eze et al., “Optimum silver contact sputtering parameters for efficient perovskite solar cell fabrication,” Solar Energy Materials and Solar Cells, vol. 230, no. 2020, pp. 111185, 2021, doi: 10.1016/j.solmat.2021.111185.
N. Bello, M. Ghraizi, and S. Adetona, Standalone General Purpose Data Logger Design and Implementation. Nigerian Journal of Technology, vol. 34, no. 2, pp. 332, 2015.
A. Gupta and K. Goel, “2nd International Conference on Role of Technology in Nation Building (ICRTNB-2013) Temperature Data Logger Using Microcontroller & Real Time Clock,” pp. 97881925922–1, 2003
E. W. A. Plan, Z. Lu, and R. H. Piedrahita, “An Aquaculture Pond Modeling for the Analysis of Environmental Impacts and Integration with Agriculture: Modeling of Temperature,” pp. 7–12, 2017
K. D. Vleeschouver, V. A. Loey, and M. E. Hendrickx, The Effect of high-pressure high-temperature processing conditions on acrylamide formation and other Maillard reaction compounds. Journal of Agricultural and Food Chemistry, vol. 58, no. 22, pp. 11740-11748, 2017
M. Suleiman, Design and Implementation of Digital Temperature and Humidity Data Logger and its Comparative Analysis with the Conventional-one. International Journal of Information, Engineering & Technology, vol. 2, no. 2, pp. 42–47, 2020
M. Asif, M. Ali, N. Ahmad, S. Ul Haq, T. Jan, and M. Arshad, Design and development of a data logger based on IEEE 802.15.4/ZigBee and GSM. Proceedings of the Pakistan Academy of Sciences: Part A, vol. 53no. 1A, pp. 37–48, 2016
V. H. U. Eze, E. Edozie, and C. N. Ugwu, “Causes and Preventive Measures of Fire Outbreak in Africa: Review,” International Journal of Innovative and Applied Research, vol. 11, no. 06, pp. 13–18, 2023, doi: 10.58538/IJIAR/2028
V. H. U. Eze, K. C. A. Uche, W. O. Okafor, E. Edozie, C. N. Ugwu, and F. C. Ogenyi, “Renewable Energy Powered Water System in Uganda: A Critical Review,” Newport International Journal of Scientific and Experimental Sciences (NIJSES), vol. 3, no. 3, pp. 140–147, 2023.
V. H. U. Eze, M. O. Onyia, J. I. Odo, and S. A. Ugwu, “Development of Aduino Based Software for Water Pumping Irrigation System,” International Journal of Scientific & Engineering Research, vol. 8, no. 8, pp. 1384–1399, 2017.
A. V. Nytro, “The effect of temperature and fish size on growth of juvenile lumpfish Aquaculture, vol. 434, no. 8, pp. 296–302, 2014
M. B. Waghmare, and P. N. Chatur, Temperature and Humidity Analysis using Data Logger of Data Acquisition System: An Approach,” vol. 2, no. 1, pp. 102–106, 2012.
S. A, Min, “Radiometer Analytical pH Theory and Practice,” Radiom. Anal., pp. 1–38, 2007
I. G. K. Marwah, Introduction, and A. Nutrition, “Acquisition of Soil pH Parameter and Data Logging using PIC Microcontroller,” vol. 3, no. 9, pp. 170–173, 2014
D. C. Nkechi, C. Ihuoma, and O. MU., “SIM300 GSM Module Controller for Smart Home,” Int. J. Eng. Computer. Sci., vol. 4, no. 9, pp. 14127–14138, 2015.
V. S. Enyi, V. H. U. Eze, F. C. Ugwu, and C. C. Ogbonna, “Path Loss Model Predictions for Different Gsm Networks in the University of Nigeria, Nsukka Campus Environment for Estimation of Propagation Loss,” International Journal of Advanced Research in Computer and Communication Engineering, vol. 10, no. 8, pp. 108–115, 2021, doi: 10.17148/ IJARCCE.2021.10816.
W. Chen, “Design and Deployment of a Wireless Sensor Network for The Monitoring of Plants,” no. September, 2013.
E. Enerst, V. H. U. Eze, J. Okot, J. Wantimba, and C. N. Ugwu, “Design and Implementation of Fire Prevention and Control System Using Atmega328p Microcontroller,” International Journal of Innovative and Applied Research, vol. 11, no. 06, pp. 25–34, 2023, doi: 10.58538/IJIAR/2030
E. Enerst, V. H. U. Eze, and J. Wantimba, “Design and Implementation of an Improved Automatic DC Motor Speed Control Systems Using Microcontroller,” IDOSR Journal of Science and Technology, vol. 9, no. 1, pp. 107–119, 2023.
J. Sharma and G. Garg., “GSM Based Wireless Control of Electrical Appliances,” vol. 4, no. 1, pp. 146–153, 2016
V. H. U. Eze, E. Enerst, F. Turyahabwe, U. Kalyankolo, and J. Wantimba, “Design and Implementation of an Industrial Heat Detector and Cooling System Using Raspberry Pi,” IDOSR Journal of Scientific Research, vol. 8, no. 2, pp. 105–115, 2023.
E. Enerst, V. H. U. Eze, I. Musiimenta, and J. Wantimba, “Design and Implementation of a Smart Surveillance Security System,” IDOSR Journal of Science and Technology, vol. 9, no. 1, pp. 98–106, 2023, doi: 10.5120/cae2020652855.
E. Enerst, V. H. U. Eze, M. J. Ibrahim, and I. Bwire, “Automated Hybrid Smart Door Control System,” IAA Journal of Scientific Research, vol. 10, no. 1, pp. 36–48, 2023.
C. N. Ugwu and V. H. U. Eze, “Qualitative Research,” IDOSR of Computer and Applied Science, vol. 8, no. 1, pp. 20–35, 2023.
G. Nhivekar, and R. Mudholker, Data logger and remote monitoring system for multiple parameter measurement applications. Journal of Electrical and Electronics Engineering, vol. 4, no. 1, pp. 139–142, 2011
S. Teli, and C. Mani, Smart Real-Time Embedded Arduino Based Data Acquisition System. International Journal of Research in Engineering and Technology, vol. 04, no. 08, pp. 258–262, 2015.
K. A. Noordin, C. C. Onn, and M. F. Ismail, A Low-Cost Microcontroller-based Weather Monitoring System. Chiang Mai University Journal of Natural Sciences, vol. 5, no. 1, pp. 33–49, 2006
E. G. Dada, S. B. Joseph, D. Mustapha, and B. I. Hena, Microcontroller Based Remote Weather Monitoring System. Journal of Scientific and Engineering Research, vol. 5, no. 4, pp. 276–287, 2018