volume 193 pages 106723

Development of young sago palm environmental monitoring system with wireless sensor networks

Kho E.P., Chua S.N., Lim S.F., Lau L.C., Gani M.T.
Publication typeJournal Article
Publication date2022-02-01
scimago Q1
wos Q1
SJR1.834
CiteScore15.1
Impact factor8.9
ISSN01681699
Computer Science Applications
Agronomy and Crop Science
Forestry
Horticulture
Abstract
• Real-time monitoring of the environmental parameters (temperature, relative humidity, and light intensity) of young sago palms in mist chambers. • Establishment of a web-based monitoring system with wireless sensor networks using Zigbee protocol and GPRS gateway. • Reliability and performance of the system is discussed in terms of packet loss rate and mobile data consumption. • Effect of functional system with respect to the environmental factors monitored is analysed. Environmental monitoring plays a significant role in the agriculture field as it manages the critical factors required for sustainable growth of plants, and thus enhancing the quality and productivity of the crops. In this paper, the development of a wireless sensor network (WSN) monitoring system for young sago palms in mist chambers is presented. The effect of the functional system with respect to the environmental factors monitored is also discussed. The system was set up to monitor three environmental factors i.e., temperature, relative humidity, and light intensity. Instantaneous readings of the monitored parameters were made possible through a wireless network and a web portal connection. The system recorded the environmental reading at every 15-min interval and transmitted the data from node to base using the Zigbee network. The data was then stored in an online cloud platform through the general radio packet service (GPRS) gateway. Linear actuators were also installed to control the mist chamber doors opening for natural ventilation and they were automatically triggered by the threshold temperature. Besides, a smart alert system was added to the system prompting for actions via short messaging services (SMS) when triggered. The developed system achieved a reliable data transmission with a low packet loss rate (PLR) of 2.3%. The use of the GPRS gateway also enabled the system to operate at a lower cost as the mobile data consumption was low (10 MB per month). In conclusion, a WSN system for mist chambers in a sago palm greenhouse was successfully developed to real-time monitor the plant growing environment through data acquisition, data transmission and data visualisation. The developed WSN system had laid a foundation for smart farming. For future applications, the system could be further modified and developed for precision agriculture.
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GOST Copy
Kho E. P. et al. Development of young sago palm environmental monitoring system with wireless sensor networks // Computers and Electronics in Agriculture. 2022. Vol. 193. p. 106723.
GOST all authors (up to 50) Copy
Kho E. P., Chua S. N., Lim S. F., Lau L. C., Gani M. T. Development of young sago palm environmental monitoring system with wireless sensor networks // Computers and Electronics in Agriculture. 2022. Vol. 193. p. 106723.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1016/j.compag.2022.106723
UR - https://doi.org/10.1016/j.compag.2022.106723
TI - Development of young sago palm environmental monitoring system with wireless sensor networks
T2 - Computers and Electronics in Agriculture
AU - Kho, E P
AU - Chua, S N
AU - Lim, S F
AU - Lau, L C
AU - Gani, M T
PY - 2022
DA - 2022/02/01
PB - Elsevier
SP - 106723
VL - 193
SN - 0168-1699
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2022_Kho,
author = {E P Kho and S N Chua and S F Lim and L C Lau and M T Gani},
title = {Development of young sago palm environmental monitoring system with wireless sensor networks},
journal = {Computers and Electronics in Agriculture},
year = {2022},
volume = {193},
publisher = {Elsevier},
month = {feb},
url = {https://doi.org/10.1016/j.compag.2022.106723},
pages = {106723},
doi = {10.1016/j.compag.2022.106723}
}