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 …

Recent developments of the internet of things in agriculture: a survey

VP Kour, S Arora - Ieee Access, 2020 - ieeexplore.ieee.org
A rise in the population has immensely increased the pressure on the agriculture sector.
With the advent of technology, this decade is witnessing a shift from conventional …

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 …

[HTML][HTML] Internet of Things and Machine Learning techniques in poultry health and welfare management: A systematic literature review

RO Ojo, AO Ajayi, HA Owolabi, LO Oyedele… - … and Electronics in …, 2022 - Elsevier
The advent of digital technologies has brought substantial improvements in various
domains. This article provides a comprehensive review of research emphasizing AI-enabled …

Wearable Internet of Things enabled precision livestock farming in smart farms: A review of technical solutions for precise perception, biocompatibility, and …

M Zhang, X Wang, H Feng, Q Huang, X Xiao… - Journal of Cleaner …, 2021 - Elsevier
Precision, sustainability and intelligence are the development trend of livestock farming in
the future. Precision livestock farming (PLF) is a key step to achieve the sustainable …

Information perception in modern poultry farming: A review

D Wu, D Cui, M Zhou, Y Ying - Computers and Electronics in Agriculture, 2022 - Elsevier
Poultry farming is an essential industry of animal husbandry, which is developing in the
direction of scale, intelligence and unmanned. Intelligent information perception ideas for …

Smart agriculture with internet of things in cornfields

M Cicioğlu, A Çalhan - Computers & Electrical Engineering, 2021 - Elsevier
This paper aims to achieve productive corn harvest in large-scale fields with the help of
Internet of Things hardware and software facilities. The system uses heterogeneous sensor …

Fertigation management for sustainable precision agriculture based on Internet of Things

N Lin, X Wang, Y Zhang, X Hu, J Ruan - Journal of Cleaner Production, 2020 - Elsevier
Abstract Internet of Things (IoT) has played a key role in developing sustainable precision
agriculture. This study addresses water and fertilizer allocation issues derived from the IoT …

A review on computer vision technology for monitoring poultry Farm—Application, hardware, and software

NSN Abd Aziz, SM Daud, RA Dziyauddin… - IEEE …, 2020 - ieeexplore.ieee.org
The productivity and profitability of poultry farming are crucial to support its affordability
issues in food security. Criteria in productivity measurement, including Feed Conversion …

Temperature and humidity control system with air conditioner based on fuzzy logic and internet of things

F Furizal, S Sunardi, A Yudhana - Journal of Robotics and Control …, 2023 - journal.umy.ac.id
Work is an activity that takes most of the day to earn a living and improve the standard of
living. During work, many people have to work indoors, which can be a less comfortable and …