Model-based smart irrigation control strategy and its effect on water use efficiency in tomato production

E Bwambale, FK Abagale, GK Anornu - Cogent Engineering, 2023 - Taylor & Francis
Drip irrigation's potential to conserve irrigation water by around 25% compared to
conventional methods is widely acknowledged. Nevertheless, the influence of varied …

A Deep Learning Approach to Irrigation Management in Smart Agriculture

JS Sarjerao, G Sudhagar - 2023 IEEE Pune Section …, 2023 - ieeexplore.ieee.org
This paper introduces a pioneering approach to modernize agricultural practices through the
integration of Artificial Neural Networks (ANN) into irrigation management. The primary …

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 …

Performance Evaluation of Machine Learning Algorithms for Smart Irrigation Systems

A Yahia, W Menasri, D Cherifi… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Smart irrigation systems have revolutionized the farming industry by utilizing modern
innovations to optimize water usage and handle water scarcity issues. The performance of …

The Application of Machine Learning Techniques for Smart Irrigation Systems: A Systematic Literature Review

Y ABIADI, Z Elamrani Abou Elassad… - Available at SSRN … - papers.ssrn.com
Abstract Smart Irrigation System is a complex concept used to control, monitor and automate
the irrigation of yields by integrating artificial intelligence techniques such as Machine …

Prediksi Data Sensor Kelembapan Tanah Yang Rusak Menggunakan Algoritma K-Means dan Support Vector Regression

IMS Aji - repository.uinjkt.ac.id
Sektor pertanian terdampak oleh perkembangan industri yang sekarang sudah memasuki
industri 4.0. salah satu inovasi yang terjadi pada sektor pertanian adalah dengan adanya …

[PDF][PDF] NEED OF AUTOMATED AGRICULTURE

MP Ray - AGRICULTURE, ENVIRONMENT AND ENERGY …, 2023 - ciir.in
Unpredictable weather has been caused by the growing interference with nature. The
Arduino finds it challenging to protect their crops in such circumstances. A full system is …