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 …

Fog computing for next-generation internet of things: fundamental, state-of-the-art and research challenges

A Hazra, P Rana, M Adhikari, T Amgoth - Computer Science Review, 2023 - Elsevier
In recent times, the Internet of Things (IoT) applications, including smart transportation, smart
healthcare, smart grid, smart city, etc. generate a large volume of real-time data for decision …

Smart farming in Europe

V Moysiadis, P Sarigiannidis, V Vitsas, A Khelifi - Computer science review, 2021 - Elsevier
Smart Farming is the new term in the agriculture sector, aiming to transform the traditional
techniques to innovative solutions based on Information Communication Technologies …

A systematic literature review on applications of information and communication technologies and blockchain technologies for precision agriculture development

W Liu, XF Shao, CH Wu, P Qiao - Journal of Cleaner Production, 2021 - Elsevier
This review examines literature from 2011 to 2020 on information and communications
technologies (ICTs) and blockchain technologies (BTs) in agriculture. To describe the status …

A systematic survey on the role of cloud, fog, and edge computing combination in smart agriculture

Y Kalyani, R Collier - Sensors, 2021 - mdpi.com
Cloud Computing is a well-established paradigm for building service-centric systems.
However, ultra-low latency, high bandwidth, security, and real-time analytics are limitations …

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 …

Advancements in smart farming: A comprehensive review of IoT, wireless communication, sensors, and hardware for agricultural automation

C Prakash, LP Singh, A Gupta, SK Lohan - Sensors and Actuators A …, 2023 - Elsevier
Agriculture automation is a primary issue and a rapidly developing field for the nation. The
global population is growing swiftly, so there is a severe need to fulfill food demand …

[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 …

Towards paddy rice smart farming: a review on big data, machine learning, and rice production tasks

R Alfred, JH Obit, CPY Chin, H Haviluddin, Y Lim - Ieee Access, 2021 - ieeexplore.ieee.org
Big Data (BD), Machine Learning (ML) and Internet of Things (IoT) are expected to have a
large impact on Smart Farming and involve the whole supply chain, particularly for rice …

Renewable energy integration into cloud & IoT-based smart agriculture

ET Bouali, MR Abid, EM Boufounas, TA Hamed… - IEEE …, 2021 - ieeexplore.ieee.org
Water is becoming scarcer. The unmonitored control and the extensive use of fossil fuel in
water-table pumping for irrigation exacerbate global warming and harm the environment …