Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

[HTML][HTML] An overview of smart irrigation systems using IoT

K Obaideen, BAA Yousef, MN AlMallahi, YC Tan… - Energy Nexus, 2022 - Elsevier
Countries are working into making agriculture more sustainable by integrating different
technologies to enhance its operation. Implementing improvements in irrigation systems is …

[HTML][HTML] The role of wastewater treatment in achieving sustainable development goals (SDGs) and sustainability guideline

K Obaideen, N Shehata, ET Sayed, MA Abdelkareem… - Energy Nexus, 2022 - Elsevier
The world is currently striving to achieve the globally adopted sustainable development
goals (SDGs). Exploring the role of technology in achieving the SDGs is critical for the …

Smart irrigation monitoring and control strategies for improving water use efficiency in precision agriculture: A review

E Bwambale, FK Abagale, GK Anornu - Agricultural Water Management, 2022 - Elsevier
The demand for freshwater resources has increased in recent times and has been
exacerbated by escalating global population and increasing drought indices in the world's …

An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages

F Da Silveira, FH Lermen, FG Amaral - Computers and electronics in …, 2021 - Elsevier
Agriculture 4.0 upgrades traditional production methods and world agriculture strategies to
an optimized value chain using a range of emerging technologies that enhance disruptive …

[HTML][HTML] Precision irrigation management using machine learning and digital farming solutions

EA Abioye, O Hensel, TJ Esau, O Elijah, MSZ Abidin… - AgriEngineering, 2022 - mdpi.com
Freshwater is essential for irrigation and the supply of nutrients for plant growth, in order to
compensate for the inadequacies of rainfall. Agricultural activities utilize around 70% of the …

[HTML][HTML] A systematic review of IoT technologies and their constituents for smart and sustainable agriculture applications

VR Pathmudi, N Khatri, S Kumar, ASH Abdul-Qawy… - Scientific African, 2023 - Elsevier
Due to the world's rapid population expansion, the demand for food is anticipated to
increase significantly during the coming decade. Traditional farming practices cannot meet …

Machine learning for smart agriculture and precision farming: towards making the fields talk

TA Shaikh, WA Mir, T Rasool, S Sofi - Archives of Computational Methods …, 2022 - Springer
In almost every sector, data-driven business, the digitization of the data has generated a
data tsunami. In addition, man-to-machine digital data handling has magnified the …

Design, technology, and management of greenhouse: A review

A Badji, A Benseddik, H Bensaha, A Boukhelifa… - Journal of Cleaner …, 2022 - Elsevier
Today, advancements in greenhouse technology and modifications have pushed science-
based solutions for optimal plant production in all seasons worldwide by adjusting internal …

[HTML][HTML] The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda

A Rejeb, K Rejeb, A Abdollahi, F Al-Turjman… - Internet of Things, 2022 - Elsevier
The proliferation of the Internet of Things (IoT) has fundamentally reshaped the agricultural
sector. In recent years, academic research on the IoT has grown at an unprecedented pace …