Internet of things (IoT) for smart agriculture: Assembling and assessment of a low-cost IoT system for polytunnels

被引:2
|
作者
Jaliyagoda, Nuwan [1 ]
Lokuge, Sandali [2 ]
Gunathilake, P. M. P. C. [3 ]
Amaratunga, K. S. P. U. [4 ]
Weerakkody, W. A. P. [5 ]
Bandaranayake, Pradeepa C. G. [2 ]
Bandaranayake, Asitha [1 ]
机构
[1] Univ Peradeniya, Fac Engn, Dept Comp Engn, Peradeniya, Sri Lanka
[2] Univ Peradeniya, Fac Agr, Agr Biotechnol Ctr, Peradeniya, Sri Lanka
[3] Univ Peradeniya, Fac Sci, Dept Stat & Comp Sci, Peradeniya, Sri Lanka
[4] Univ Peradeniya, Fac Agr, Dept Agr Engn, Peradeniya, Sri Lanka
[5] Univ Peradeniya, Fac Agr, Dept Crop Sci, Peradeniya, Sri Lanka
来源
PLOS ONE | 2023年 / 18卷 / 05期
关键词
MICROCLIMATE; TECHNOLOGIES; SIMULATION; FUTURE;
D O I
10.1371/journal.pone.0278440
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Internet of things (IoT) applications in smart agricultural systems vary from monitoring climate conditions, automating irrigation systems, greenhouse automation, crop monitoring and management, and crop prediction, up to end-to-end autonomous farm management systems. One of the main challenges to the advancement of IoT systems for the agricultural domain is the lack of training data under operational environmental conditions. Most of the current designs are based on simulations and artificially generated data. Therefore, the essential first step is studying and understanding the finely tuned and highly sensitive mechanism plants have developed to sense, respond, and adapt to changes in their environment, and their behavior under field and controlled systems. Therefore, this study was designed to achieve two specific objectives; to develop low-cost IoT components from basic building blocks, and to study the performance of the developed systems, and generate real-time experimental data, with and without plants. Low-cost IoT devices developed locally were used to convert existing basic polytunnels to semi-controlled and monitoring-only polytunnels. Their performances were analyzed and compared with each other based on several matrices while maintaining the planted tomato variety and agronomic practices similar. The developed system performed as expected suggesting the possibility of commercial applications and research purposes.
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页数:21
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