[PDF][PDF] Design of machine learning based smart irrigation System for precision Agriculture

KIM Abuzanouneh, FN Al-Wesabi… - … Materials & Continua, 2022 - cdn.techscience.cn
Agriculture 4.0, as the future of farming technology, comprises numerous key enabling
technologies towards sustainable agriculture. The use of state-of-the-art technologies, such …

Cost-effective IoT-based intelligent irrigation system

CS Anagha, PM Pawar, PS Tamizharasan - International Journal of …, 2023 - Springer
Agriculture contributes to the growth of human civilization. An adequate amount of water
(irrigation) is needed for healthy crops and to increase productivity. Water scarcity is a major …

Internet of Things (IoT) and Machine Learning based Optimized Smart Irrigation System

NS Royal, W Parre, SC Bandarupalli… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
Farmers are using traditional techniques for cultivating their land, which is not suitable for
the climatic conditions in the present situation. There is a rapid change in the climate, which …

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 …

Efficient Iot-Machine Learning Based Smart Irrigation Using Support Tree Algae Algorithm

P Suresh, RH Aswathy, VD Krishnappa… - IETE Journal of …, 2024 - Taylor & Francis
The utilisation of irrigation, one of the most water-intensive agricultural techniques
worldwide, has grown in popularity over time. Smart irrigation methods are comparatively …

Machine Learning based soil moisture prediction for Internet of Things based Smart Irrigation System

G Singh, D Sharma, A Goap, S Sehgal… - … conference on signal …, 2019 - ieeexplore.ieee.org
Internet of things (IoT) and machine learning (ML) based solution are revolutionizing many
fields of humankind like transportation, environment, business and agriculture. The fresh …

[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 and machine learning approaches for automation of farm irrigation system

A Vij, S Vijendra, A Jain, S Bajaj, A Bassi… - Procedia Computer …, 2020 - Elsevier
In the current age of high competition and risk in markets, technological advancements are a
must for better growth and sustainability. The same applies to the agriculture industry. Every …

IOT smart irrigation system for precision agriculture

J Awawda, I Ishaq - Intelligent Sustainable Systems: Selected Papers of …, 2023 - Springer
Agriculture is one of the main sources of income in the economy. One of the key components
in an agriculture system is its irrigation system. The efficiency and practicality of the irrigation …

[HTML][HTML] Smart irrigation system based on IoT and machine learning

Y Tace, M Tabaa, S Elfilali, C Leghris, H Bensag… - Energy Reports, 2022 - Elsevier
Traditional agriculture has been the pillar of development on the planet for centuries. But
with exponential population growth and increasing demand, farmers will need water to …