干旱区生态环境知识资源中心(Arid): Experimental and Mathematical Models for Real-Time Monitoring and Auto Watering Using IoT Architecture

Arid

DOI	10.3390/computers11010007
	Experimental and Mathematical Models for Real-Time Monitoring and Auto Watering Using IoT Architecture
	Yousif, Jabar H.; Abdalgader, Khaled
通讯作者	Yousif, JH (corresponding author)，Sohar Univ, Fac Comp & Informat Technol, Sohar 311, Oman.
来源期刊	COMPUTERS
ISSN	2073-431X
出版年	2022
卷号	11 期号:1
英文摘要	Manufacturing industries based on Internet of Things (IoT) technologies play an important role in the economic development of intelligent agriculture and watering. Water availability has become a global problem that afflicts many countries, especially in remote and desert areas. An efficient irrigation system is needed for optimizing the amount of water consumption, agriculture monitoring, and reducing energy costs. This paper proposes a real-time monitoring and auto-watering system based on predicting mathematical models that efficiently control the water rate needed. It gives the plant the optimal amount of required water level, which helps to save water. It also ensures interoperability among heterogeneous sensing data streams to support large-scale agricultural analytics. The mathematical model is embedded in the Arduino Integrated Development Environment (IDE) for sensing the soil moisture level and checking whether it is less than the pre-defined threshold value, then plant watering is performed automatically. The proposed system enhances the watering system's efficiency by reducing the water consumption by more than 70% and increasing production due to irrigation optimization. It also reduces the water and energy consumption amount and decreases the maintenance costs.
英文关键词	agricultural development watering management IoT architecture predicting models irrigation performance
类型	Article
语种	英语
开放获取类型	gold
收录类别	ESCI
WOS记录号	WOS:000746159200001
WOS关键词	SYSTEM ; INTELLIGENT ; MANAGEMENT
WOS类目	Computer Science, Interdisciplinary Applications
WOS研究方向	Computer Science
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/377014
作者单位	[Yousif, Jabar H.; Abdalgader, Khaled] Sohar Univ, Fac Comp & Informat Technol, Sohar 311, Oman
推荐引用方式 GB/T 7714	Yousif, Jabar H.,Abdalgader, Khaled. Experimental and Mathematical Models for Real-Time Monitoring and Auto Watering Using IoT Architecture[J],2022,11(1).
APA	Yousif, Jabar H.,&Abdalgader, Khaled.(2022).Experimental and Mathematical Models for Real-Time Monitoring and Auto Watering Using IoT Architecture.COMPUTERS,11(1).
MLA	Yousif, Jabar H.,et al."Experimental and Mathematical Models for Real-Time Monitoring and Auto Watering Using IoT Architecture".COMPUTERS 11.1(2022).