Towards federated learning and multi-access edge computing for air quality monitoring: literature review and assessment

S Abimannan, ESM El-Alfy, S Hussain, YS Chang… - Sustainability, 2023 - mdpi.com
Systems for monitoring air quality are essential for reducing the negative consequences of
air pollution, but creating real-time systems encounters several challenges. The accuracy …

PAHs as environmental pollutants and their neurotoxic effects

P Xu, B Liu, H Chen, H Wang, X Guo, J Yuan - … and Physiology Part C …, 2024 - Elsevier
Polycyclic aromatic hydrocarbons (PAHs), which are widely present in incompletely
combusted air particulate matter< 2.5 μm (PM2. 5), tobacco and other organic materials, can …

Assessment of air quality benefits of vegetation in an urban‐industrial region of India by integrating air monitoring with i‐Tree Eco model

M Vashist, TV Kumar, SK Singh - CLEAN–Soil, Air, Water, 2024 - Wiley Online Library
In the last few years, urban trees have emerged as an effective nature‐based solution to
mitigate increasing air pollutant levels due to urbanization and industrialization. This study …

Artificial intelligence-assisted air quality monitoring for smart city management

EX Neo, K Hasikin, KW Lai, MI Mokhtar… - PeerJ Computer …, 2023 - peerj.com
Background The environment has been significantly impacted by rapid urbanization, leading
to a need for changes in climate change and pollution indicators. The 4IR offers a potential …

Insights into multi-model federated learning: An advanced approach for air quality index forecasting

DD Le, AK Tran, MS Dao, KC Nguyen-Ly, HS Le… - Algorithms, 2022 - mdpi.com
The air quality index (AQI) forecast in big cities is an exciting study area in smart cities and
healthcare on the Internet of Things. In recent years, a large number of empirical, academic …

Research progress on the effects of gut microbiome on lung damage induced by particulate matter exposure

J Qin, J Wang - Environmental Research, 2023 - Elsevier
Air pollution is one of the top five causes of death in the world and has become a research
hotspot. In the past, the health effects of particulate matter (PM), the main component of air …

A comprehensive review of urban vegetation as a Nature-based Solution for sustainable management of particulate matter in ambient air

M Vashist, TV Kumar, SK Singh - Environmental Science and Pollution …, 2024 - Springer
Air pollution is one of the most pressing environmental threats worldwide, resulting in
several health issues such as cardiovascular and respiratory disorders, as well as …

An automated solid waste detection using the optimized YOLO model for riverine management

NA Zailan, MM Azizan, K Hasikin… - Frontiers in public …, 2022 - frontiersin.org
Due to urbanization, solid waste pollution is an increasing concern for rivers, possibly
threatening human health, ecological integrity, and ecosystem services. Riverine …

Eco-friendly phenol formaldehyde resin wood adhesive from bagasse lignin liquefaction

J Liu, E **e, Y Tang, R Feng, W Gan - Sustainable Chemistry and Pharmacy, 2023 - Elsevier
Liquefaction products were prepared using bagasse lignin and phenol as raw materials and
sulfuric acid as catalyst. Liquefaction products as a substitute for phenol were applied to …

Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices

NH Abd Wahab, K Hasikin, KW Lai, K **a, L Bei… - PeerJ Computer …, 2024 - peerj.com
Background Maintaining machines effectively continues to be a challenge for industrial
organisations, which frequently employ reactive or premeditated methods. Recent research …