Smart irrigation system using IoT and machine learning methods
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This paper aims to highlight the contribution of SMART irrigation using Internet of Things (IoT) and sensory systems with SDGs. ... [48] developed a smart irrigation system for south of Algeria combining ICT and IoT technologies. Their research ensured that the irrigation is designed to optimize the cost, minimize the water usage in irrigation ...
This paper aims to highlight the contribution of SMART irrigation using Internet of Things (IoT) and sensory systems in relation to the SDGs. The study is based on a qualitative design along with ...
This paper proposes an IoT‐enabled soil monitoring system using wireless sensor network for automatic irrigation in agricultural applications, especially for lemongrass plants, where an ...
This paper presents the smart irrigation system using Internet of Things (IoT) via the Arduino Mega 2560. The objectives of this paper are to investigate the concept of smart irrigation system using IoT, to develop a system using an Arduino Mega 2560 that processes the data from the soil sensor which automatically water the plant and to analyse the real time condition of soil of the plants via ...
The IoT cloud based smart Irrigation System is capable of automating the irrigation process by evaluating the moisture of soil and the weather condition (like raining).Agriculture plays a dynamic ...
This research aims to carry out a systematic review of the available literature about smart irrigation systems. It will be focused on systems using artificial intelligence techniques in urban and rural agriculture for soil crops to identify those that are currently being used or can be adapted to urban agriculture. To this end, a modified PRISMA 2020 method is applied, and three search ...
In this paper, we present all the steps we followed to realize the irrigation system. Fig. 1 shows the different steps followed for the realization of this smart irrigation system. To do this, we started with the first step which consists of choosing the sensors necessary for the realization of the model starting with the soil moisture sensor ...
This article [43] presents an IoT-based smart irrigation system to optimize water management in arid regions, with real-time data analysis and weather forecasting. On the other hand, this article [44] describes a real-time fire detection system for smart agriculture, using IoT and a secure web application to monitor and protect crops. On the ...
IoT-based smart irrigation systems are designed to be user-friendly, and farmers can control and monitor the system remotely using a smartphone, tablet, or computer. This allows them to make informed decisions about ... Singh Sukhjit et al[12] has developed Research Paper on Drip Irrigation Management using wireless sensors has
Water loss and improper scheduling are problems with traditional irrigation techniques, making it difficult to meet the growing demand for food production while also preserving precious water resources. To address these challenges, this paper introduces a cutting-edge smart irrigation system that leverages the power of the Internet of Things (IoT), data analysis, and machine learning to ...