A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications

A Khan, AD Vibhute, S Mali, CH Patil - Ecological Informatics, 2022 - Elsevier
The globe's population is increasing day by day, which causes the severe problem of
organic food for everyone. Farmers are becoming progressively conscious of the need to …

[HTML][HTML] Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet

ME Mondejar, R Avtar, HLB Diaz, RK Dubey… - Science of The Total …, 2021 - Elsevier
Digitalization provides access to an integrated network of unexploited big data with potential
benefits for society and the environment. The development of smart systems connected to …

[HTML][HTML] Understanding the potential applications of Artificial Intelligence in Agriculture Sector

M Javaid, A Haleem, IH Khan, R Suman - Advanced Agrochem, 2023 - Elsevier
Artificial Intelligence (AI) has been extensively applied in farming recently. To cultivate
healthier crops, manage pests, monitor soil and growing conditions, analyse data for …

[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 …

[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 …

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 …

Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

[HTML][HTML] Application of AI techniques and robotics in agriculture: A review

M Wakchaure, BK Patle, AK Mahindrakar - Artificial Intelligence in the Life …, 2023 - Elsevier
The aim of the proposed work is to review the various AI techniques (fuzzy logic (FL),
artificial neural network (ANN), genetic algorithm (GA), particle swarm optimization (PSO) …

[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 …

[HTML][HTML] An anatomization on breast cancer detection and diagnosis employing multi-layer perceptron neural network (MLP) and Convolutional neural network (CNN)

M Desai, M Shah - Clinical eHealth, 2021 - Elsevier
This paper aims to review Artificial neural networks, Multi-Layer Perceptron Neural network
(MLP) and Convolutional Neural network (CNN) employed to detect breast malignancies for …