[HTML][HTML] Precision agriculture using IoT data analytics and machine learning

R Akhter, SA Sofi - Journal of King Saud University-Computer and …, 2022 - Elsevier
In spite of the insight commonality may have concerning agrarian practice, fact is that
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …

Internet of things (IoT) and agricultural unmanned aerial vehicles (UAVs) in smart farming: A comprehensive review

AD Boursianis, MS Papadopoulou, P Diamantoulakis… - Internet of Things, 2022 - Elsevier
Abstract Internet of Things (IoT) and Unmanned Aerial Vehicles (UAVs) are two hot
technologies utilized in cultivation fields, which transform traditional farming practices into a …

The role of machine learning techniques in internet of things-based cloud applications

S Mishra, AK Tyagi - Artificial intelligence-based internet of things systems, 2022 - Springer
Abstract Today's Machine Learning (ML) in a blend with Internet of Things (IoT)-based cloud
applications plays a significant role in our everyday life. As indicated by Gartner's recent …

[HTML][HTML] Digital Twins in Agriculture: A State-of-the-art review

W Purcell, T Neubauer - Smart Agricultural Technology, 2023 - Elsevier
Abstract The Digital Twin enables the distinctions between state sensing, entity
understanding and physical automation to be eliminated, through high-fidelity modelling and …

Opportunities of artificial intelligence and machine learning in the food industry

I Kumar, J Rawat, N Mohd, S Husain - Journal of Food Quality, 2021 - Wiley Online Library
The food processing and handling industry is the most significant business among the
various manufacturing industries in the entire world that subsidize the highest employability …

[HTML][HTML] A systematic review of IoT solutions for smart farming

E Navarro, N Costa, A Pereira - Sensors, 2020 - mdpi.com
The world population growth is increasing the demand for food production. Furthermore, the
reduction of the workforce in rural areas and the increase in production costs are challenges …

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

MS Farooq, S Riaz, A Abid, K Abid, MA Naeem - Ieee Access, 2019 - ieeexplore.ieee.org
Internet of things (IoT) is a promising technology which provides efficient and reliable
solutions towards the modernization of several domains. IoT based solutions are being …

Review of the internet of things communication technologies in smart agriculture and challenges

W Tao, L Zhao, G Wang, R Liang - Computers and Electronics in …, 2021 - Elsevier
The advent of Internet of Things (IoT) spurred a new direction of research in agriculture, and
various IoT communication technologies are used to connect with different devices in …

Tinyml-enabled frugal smart objects: Challenges and opportunities

R Sanchez-Iborra, AF Skarmeta - IEEE Circuits and Systems …, 2020 - ieeexplore.ieee.org
The TinyML paradigm proposes to integrate Machine Learning (ML)-based mechanisms
within small objects powered by Microcontroller Units (MCUs). This paves the way for the …

Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture

A Khanna, S Kaur - Computers and electronics in agriculture, 2019 - Elsevier
During recent years, one of the most familiar name scaling new heights and creating a
benchmark is Internet of Things (IoT). It is indeed the future of communication that has …