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 …

Artificial intelligence-based solutions for climate change: a review

L Chen, Z Chen, Y Zhang, Y Liu, AI Osman… - Environmental …, 2023 - Springer
Climate change is a major threat already causing system damage to urban and natural
systems, and inducing global economic losses of over $500 billion. These issues may be …

Smart sensors and smart data for precision agriculture: a review

A Soussi, E Zero, R Sacile, D Trinchero, M Fossa - Sensors, 2024 - mdpi.com
Precision agriculture, driven by the convergence of smart sensors and advanced
technologies, has emerged as a transformative force in modern farming practices. The …

An optimized CNN-based intrusion detection system for reducing risks in smart farming

A El-Ghamry, A Darwish, AE Hassanien - Internet of Things, 2023 - Elsevier
Smart farming is a well-known and superior method of managing a farm, becoming more
prevalent in today's contemporary agricultural practices. Crops are monitored for their …

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 …

[HTML][HTML] A low-cost platform for environmental smart farming monitoring system based on IoT and UAVs

FA Almalki, BO Soufiene, SH Alsamhi, H Sakli - Sustainability, 2021 - mdpi.com
When integrating the Internet of Things (IoT) with Unmanned Aerial Vehicles (UAVs)
occurred, tens of applications including smart agriculture have emerged to offer innovative …

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 …

Design and Implementation of Smart Hydroponics Farming Using IoT‐Based AI Controller with Mobile Application System

SVS Ramakrishnam Raju, B Dappuri… - Journal of …, 2022 - Wiley Online Library
Hydroponics is the soil less agriculture farming, which consumes less water and other
resources as compared to the traditional soil‐based agriculture systems. However …

Intrusion detection in internet of things-based smart farming using hybrid deep learning framework

K Kethineni, G Pradeepini - Cluster Computing, 2024 - Springer
Smart agriculture is a popular domain due to its intensified growth in recent times. This
domain aggregates the advantages of several computing technologies, where the IoT is the …

Nanotechnology's role in ensuring food safety and security

V Kiran, K Harini, A Thirumalai, K Girigoswami… - Biocatalysis and …, 2024 - Elsevier
Globally, there is significant apprehension surrounding food safety and security. Addressing
the formidable challenge of ensuring a sustainable provision of nutrient-dense and safe food …