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 …

[HTML][HTML] An overview of smart irrigation systems using IoT

K Obaideen, BAA Yousef, MN AlMallahi, YC Tan… - Energy Nexus, 2022 - Elsevier
Countries are working into making agriculture more sustainable by integrating different
technologies to enhance its operation. Implementing improvements in irrigation systems is …

[HTML][HTML] The role of wastewater treatment in achieving sustainable development goals (SDGs) and sustainability guideline

K Obaideen, N Shehata, ET Sayed, MA Abdelkareem… - Energy Nexus, 2022 - Elsevier
The world is currently striving to achieve the globally adopted sustainable development
goals (SDGs). Exploring the role of technology in achieving the SDGs is critical for the …

The digital and sustainable transition of the agri-food sector

S Abbate, P Centobelli, R Cerchione - Technological Forecasting and …, 2023 - Elsevier
According to recent trends, food production must double by 2050 to meet the world's
growing population's expected demand. To achieve this goal, agri-food companies have …

[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 …

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 …

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 …

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 …

IoT-based smart irrigation systems: An overview on the recent trends on sensors and IoT systems for irrigation in precision agriculture

L García, L Parra, JM Jimenez, J Lloret, P Lorenz - Sensors, 2020 - mdpi.com
Water management is paramount in countries with water scarcity. This also affects
agriculture, as a large amount of water is dedicated to that use. The possible consequences …

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 …