Machine learning applications for precision agriculture: A comprehensive review

A Sharma, A Jain, P Gupta, V Chowdary - IEEE Access, 2020 - ieeexplore.ieee.org
Agriculture plays a vital role in the economic growth of any country. With the increase of
population, frequent changes in climatic conditions and limited resources, it becomes a …

[HTML][HTML] Internet of things for the future of smart agriculture: A comprehensive survey of emerging technologies

O Friha, MA Ferrag, L Shu, L Maglaras… - IEEE/CAA Journal of …, 2021 - ieee-jas.net
This paper presents a comprehensive review of emerging technologies for the internet of
things (IoT)-based smart agriculture. We begin by summarizing the existing surveys and …

Intrusion detection using machine learning for risk mitigation in IoT‐enabled smart irrigation in smart farming

A Raghuvanshi, UK Singh, GS Sajja… - Journal of Food …, 2022 - Wiley Online Library
The majority of countries rely largely on agriculture for employment. Irrigation accounts for a
sizable amount of water use. Crop irrigation is an important step in crop yield prediction …

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 …

Cyber-agricultural systems for crop breeding and sustainable production

S Sarkar, B Ganapathysubramanian, A Singh… - Trends in Plant …, 2024 - cell.com
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …

Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges

T Ojha, S Misra, NS Raghuwanshi - Computers and electronics in …, 2015 - Elsevier
Abstract The advent of Wireless Sensor Networks (WSNs) spurred a new direction of
research in agricultural and farming domain. In recent times, WSNs are widely applied in …

Application of smart techniques, internet of things and data mining for resource use efficient and sustainable crop production

A Ali, T Hussain, N Tantashutikun, N Hussain… - Agriculture, 2023 - mdpi.com
Technological advancements have led to an increased use of the internet of things (IoT) to
enhance the resource use efficiency, productivity, and cost-effectiveness of agricultural …

Application of IoT and cloud computing in automation of agriculture irrigation

K Phasinam, T Kassanuk, PP Shinde… - Journal of Food …, 2022 - Wiley Online Library
All living things, including plants, animals, and humans, need water in order to live. Even
though the world has a lot of water, only about 1% of it is fresh and usable. As the population …

Applicability of wireless sensor networks in precision agriculture: A review

D Thakur, Y Kumar, A Kumar, PK Singh - Wireless Personal …, 2019 - Springer
Presently, wireless sensor network (WSN) plays important role in engineering, science,
agriculture and many other field like surveillance, military applications, smart cars etc …

Advanced monitoring and management systems for improving sustainability in precision irrigation

O Adeyemi, I Grove, S Peets, T Norton - Sustainability, 2017 - mdpi.com
Globally, the irrigation of crops is the largest consumptive user of fresh water. Water scarcity
is increasing worldwide, resulting in tighter regulation of its use for agriculture. This …