In this study, an ET-based smart irrigation system for agricultural farmland was developed using LoRa and EC-IoT architecture. The system includes nodes that integrate information sensing and automatic irrigation control, as well as edge gateways that support multiple communication protocols.
It presents the design and implementation of an IoT based smart irrigation management system that leverages embedded systems, telemetry data, and cloud computing.
Zheng et al. 27 developed an advanced IoT-based fuzzy control system for irrigation in smart farming complexes. The system employed a hierarchical two-level IoT framework and two-channel fuzzy logic control to ensure precise soil moisture and pH regulation.
By integrating the Internet of Things (IoT) and wireless sensor networks (WSNs), farmers can gain real-time insights into soil and crop conditions, automate water delivery, and minimize environmental impact. IoT platforms enable remote monitoring and control of irrigation systems at a fraction of traditional costs.
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To address all these issues, this paper proposes a smart agriculture monitoring and automatic irrigation system based on LoRa. The system utilizes LoRa technology for long …
To address all these issues, this paper proposes a smart agriculture monitoring and automatic irrigation system based on LoRa. …
Aiming at the problem of waste of manpower and material resources, serious waste of water resources and low utilization rate in traditional farmland irrigation, a low-cost …
In today’s world, agriculture is becoming increasingly important and the biggest challenge it faces is water scarcity. To address …
An intelligent irrigation system, powered by Machine Learning (ML) and Internet of Things (IoT), can significantly optimize water usage …
An edge computing analysis and decision model for smart irrigation in farmland has been established by collecting the soil moisture and real-time meteorological information …
The use of IoT technology in irrigation systems plays a crucial role in agriculture by enabling precise monitoring and control of water resources. This paper presents the design …
To address these core issues, this study developed a multi-source collaborative sensing-based Intelligent Precision Paddy Irrigation Control System (IPICS).
For the purpose of laying the groundwork for future research, the study starts by analyzing the body of existing literature on intelligent irrigation systems and watering practices. …
Various studies have explored different technological approaches toward achieving intelligent irrigation. Sukriti et al. [2013] [36] implemented an IoT-based Smart Irrigation and Tank …
Traditional irrigation methods are often inefficient, leading to significant water wastage and reduced crop productivity. This paper presents the design and implementation of an IoT-based …
Article Integrating Artificial Intelligence into an Automated Irrigation System Nicoleta Cristina Gaitan *, Bianca Ioana Batinas *, …
Keywords Food security, Solar energy, Intelligent sensors, Irrigation system, Smart agriculture, Rooftop The current population growth trends result in a rise in the need for …
Water scarcity and inefficient irrigation practices pose significant challenges to global agriculture, necessitating innovative solutions to optimize water usage. AI-based smart …
This paper presents an automatic, low-cost intelligent irrigation system based on a fuzzy rule-based inference approach and an energy-aware routing algorithm.
An edge computing analysis and decision model for smart irrigation in farmland has been established by collecting the soil moisture and real-time meteorological information …
Climate change in Eastern Europe requires introducing automated irrigation systems and monitoring agricultural and climatic …
To address these challenges, this work focuses on the design and implementation of a remotely controlled photovoltaic irrigation pivot. The objective of this work is to develop an …
Aiming at the key problems of farmland irrigation and achieving the purpose of low cost, high energy saving and intelligent irrigation, this paper designs and researches an intelligent …
The developed intelligent irrigation system dynamically adapts to environmental changes, optimizing water resource utilization and improving crop yields through an adaptive, …
The training set and test set of the model are selected from the crop irrigation historical data set that meets the expected quality and yield. By designing an intelligent …
This temporal mismatch results in systematic overwatering and energy inefficiencies, with water pumps operating at 40%–60% excess duty cycles relative to actual …
This study proposes a comprehensive IoT-driven precision agriculture system that integrates agricultural land mapping, crop …
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