Energy-Efficient and High-Performance IoT-Based WSN Architecture for Precision Agriculture Monitoring Using Machine Learning Techniques

MA Majid - … Developments in Agricultural Cyber-Physical Systems, 2023 - igi-global.com
Traditional irrigation systems for agricultural lands are expensive, time-consuming, and
labor-intensive. Utilizing cutting-edge technology like machine learning, the internet of …

Adapting weather conditions based IoT enabled smart irrigation technique in precision agriculture mechanisms

B Keswani, AG Mohapatra, A Mohanty… - Neural Computing and …, 2019 - Springer
Precision agriculture is the mechanism which controls the land productivity and maximizes
the revinue and minimizes the impact on sorroundings by automating the complete …

An IoT based smart irrigation management system using Machine learning and open source technologies

A Goap, D Sharma, AK Shukla, CR Krishna - Computers and electronics in …, 2018 - Elsevier
The scarcity of clean water resources around the globe has generated a need for their
optimum utilization. Internet of Things (IoT) solutions, based on the application specific …

Developing a Hybrid Irrigation System for Smart Agriculture Using IoT Sensors and Machine Learning in Sri Ganganagar, Rajasthan

A Kaur, DP Bhatt, L Raja - Journal of Sensors, 2024 - Wiley Online Library
The agriculture sector is one of the largest consumers of fresh water. Different types of
irrigation systems are available, including center pivot, drip and sprinkler systems, and linear …

[PDF][PDF] Automated Irrigation for Smart Gardening based on IOT using sensors

MKM Annammal, MS Porkodi, VJ Abishek… - academia.edu
The external need of every person in this world is oxygen. Plants play a vital role in
maintaining the carbon dioxide and oxygen content of the air. A lot of plants are destroyed …

Design and Implementation of IoT-enabled Intelligent Irrigation System Using Machine Learning

M Balfaqih - 2023 28th Asia Pacific Conference on …, 2023 - ieeexplore.ieee.org
Water scarcity poses a significant challenge to sustainable cultivation, driven by
geographical and environmental factors. Traditional irrigation systems fall short in effectively …

[PDF][PDF] Internet of things (IoT) for smart precision agriculture

BN Alhasnawi, BH Jasim, BA Issa - Iraqi Journal for Electrical and Electronic …, 2020 - iasj.net
The scarcity of clean water resources around the globe has generated a need for their
optimum utilization. Internet of Things (IoT) solutions, based on the application-specific …

IoT based intelligent irrigation support system for smart farming applications

NK Nawandar, V Satpute - 2019 - torrossa.com
India is an agricultural country with an ample amount of arable land that produces wide
variety of crops. Growing population and urbanization puts up challenges: more and quality …

Precision Agriculture using Internet of Things and Machine Learning

S Mehta, T Shah, N Thakkar, U Trivedi… - 2023 9th …, 2023 - ieeexplore.ieee.org
The agriculture industry is facing a significant challenge due to poor water management,
resulting in a considerable decline in crop production. A lot of water used in irrigation is …

IoT Based Smart Agriculture Monitoring and Irrigation System

MBI Rahmat, MJC Soh - Evolution in Electrical and Electronic …, 2024 - penerbit.uthm.edu.my
The demand for effective agricultural methods has been heightened due to the rapid
increase in population and the impact of climate change. This study focuses on the task of …