Smart IoT Monitoring System for Agriculture with Predictive Analysis

被引:0
|
作者
Araby, Alaa Adel [1 ]
Abd Elhameed, Mai Mohamed [1 ]
Magdy, Nada Mohamed [1 ]
Said, Loa'a Ahmed [1 ]
Abdelaal, Nada [1 ]
Abd Allah, Yomna Tarek [1 ]
Darweesh, M. Saeed [2 ,3 ]
Fahim, Mohamed Ali [4 ]
Mostafa, Hassan [1 ,3 ]
机构
[1] Cairo Univ, Fac Engn, Giza, Egypt
[2] Inst Aviat Engn & Technol, Elect & Commun Dept, Giza, Egypt
[3] Univ Sci & Technol, Nanotechnol Program, Zewail City Sci & Technol, Giza 12578, Egypt
[4] CLAC, Plant Protect, Giza, Egypt
关键词
Internet of Things (IoT); Precision Agriculture (PA); Machine Learning (ML); Message Queuing Telemetry Transport (MQTT;
D O I
10.1109/mocast.2019.8741794
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The Internet of Things (IoT) technology has the means to shape the future of many industries. Data is the language of the communication between different nodes through the network; the networks are the communication channel. The cloud is the home and destination of the data which adds intelligence through data analytics software, Precision agriculture uses the IoT features to help in managing crops production, by optimizing the quality of the crops through applying required nutrients and reduce the harmful impacts on the environment due to the application of excess pesticides. In this paper, we deployed a sensing network to gather the field data of some crops (Potatoes, Tomatoes, etc.), then fed these data to a machine learning algorithm to get a warning message finally displaying both the data and the warning message through a Graphical User Interface (GUI).
引用
收藏
页数:4
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