IoT System for Monitoring of Climatological Variables in Urban Agriculture Crops

被引:1
|
作者
Chanchi-Golondrino, Gabriel-Elias [1 ]
Ospina-Alarcon, Manuel-Alejandro [1 ]
Saba, Manuel [1 ]
机构
[1] Univ Cartagena, Cartagena De Indias, Bolivar, Colombia
来源
REVISTA CIENTIFICA | 2022年 / 44卷 / 02期
关键词
crops; Internet of Things; monitoring; unsupervised learning; urban agriculture; INTERNET; SECURITY;
D O I
10.14483/23448350.18470
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Based on the growing trend of urban agriculture, this work aims to build an IoT system for the monitoring and analysis of climatological variables of interest in urban agriculture crops. The methodology considered for conducting this research comprises four phases: selection of tools and technologies, design of the IoT system architecture, construction of the system's prototype, and a case study in the context of lettuce crops. As a result of this research, an IoT system based on open hardware and software tools was built, which is articulated within the conventional 4-layer IoT architecture (capture, storage, analysis, and visualization). With respect to the existing solutions, the advantage of this system is the use of portable SBC platforms, as well as the inclusion of machine learning models within the analysis layer. From the case study, conducted on a home lettuce crop, it is concluded that the selected tools allow capturing, monitoring, and analyzing climatological variables of interest in urban agriculture crops. Likewise, it is concluded that the studied analysis models can be customized by considering the agroclimatic characteristics of each crop and that they are useful for decision-making related to crop physiology.
引用
收藏
页码:257 / 271
页数:15
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