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 …

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 …

Internet of Things and wireless sensor networks for smart agriculture applications: A survey

MN Mowla, N Mowla, AFMS Shah, KM Rabie… - IEEe …, 2023 - ieeexplore.ieee.org
The increasing food scarcity necessitates sustainable agriculture achieved through
automation to meet the growing demand. Integrating the Internet of Things (IoT) and …

AgriFusion: An architecture for IoT and emerging technologies based on a precision agriculture survey

RK Singh, R Berkvens, M Weyn - IEEE Access, 2021 - ieeexplore.ieee.org
Precision Agriculture (PA) is a management strategy that utilizes communication and
information technology for farm management. It is a key to improve productivity by using the …

Wireless communication protocols in smart agriculture: A review on applications, challenges and future trends

E Avşar, MN Mowla - Ad Hoc Networks, 2022 - Elsevier
IoT based smart agriculture systems are important for efficient usage of lands, water, and
energy resources. Wireless communication protocols constitute a critical part of smart …

[PDF][PDF] A review of precision irrigation water-saving technology under changing climate for enhancing water use efficiency, crop yield, and environmental footprints

IA Lakhiar, H Yan, C Zhang, G Wang, B He, B Hao… - Agriculture, 2024 - researchgate.net
Water is considered one of the vital natural resources and factors for performing shortand
long-term agricultural practices on Earth. Meanwhile, globally, most of the available …

Evaluation of Machine Learning approaches for precision farming in Smart Agriculture System-A comprehensive Review

G Mohyuddin, MA Khan, A Haseeb, S Mahpara… - IEEE …, 2024 - ieeexplore.ieee.org
In the era of digital data proliferation, agriculture stands on the cusp of a transformative
revolution driven by Machine Learning (ML). This study delves into the intricate interplay …

A topical review on machine learning, software defined networking, internet of things applications: Research limitations and challenges

Imran, Z Ghaffar, A Alshahrani, M Fayaz, AM Alghamdi… - Electronics, 2021 - mdpi.com
In recent years, rapid development has been made to the Internet of Things communication
technologies, infrastructure, and physical resources management. These developments and …

Comprehensive survey of iot, machine learning, and blockchain for health care applications: A topical assessment for pandemic preparedness, challenges, and …

M Imran, U Zaman, Imran, J Imtiaz, M Fayaz, J Gwak - Electronics, 2021 - mdpi.com
Internet of Things (IoT) communication technologies have brought immense revolutions in
various domains, especially in health monitoring systems. Machine learning techniques …

Leveraging LoRaWAN technology for precision agriculture in greenhouses

RK Singh, M Aernouts, M De Meyer, M Weyn… - Sensors, 2020 - mdpi.com
The technology development in wireless sensor network (WSN) offers a sustainable solution
towards precision agriculture (PA) in greenhouses. It helps to effectively use the agricultural …