Trend-attribute forecasting of hourly PM2. 5 trends in fifteen cities of Central England applying optimized machine learning feature selection

DA Wood - Journal of Environmental Management, 2024 - Elsevier
Abstract Recorded particulate matter (PM2. 5) hourly trends are compared for fifteen urban
recording sites distributed across central England for the period 2018 to 2022. They include …

Quantifying the impact of lockdown measures on air pollution levels: A comparative study of Bhopal and Adelaide

A Agrawal, S Kesharvani, G Dwivedi… - Science of The Total …, 2024 - Elsevier
This research study presents an in-depth comparison of air quality in Bhopal, India, and
Adelaide, Australia, focusing on the impact of COVID-19 restrictions. Utilizing air quality data …

[HTML][HTML] Sustainable data-driven insights: Statistical analysis and artificial intelligence-driven modelling of aerosol concentrations in Hyderabad district, India

AK Nandan, A Mathew - Environmental Advances, 2024 - Elsevier
Air pollution stands as a pressing issue in contemporary times, leading to the loss of millions
of lives and exerting detrimental effects on the economy. The aerosols especially particulate …

Trend Analysis of Aerosol Concentrations over last two decades from MODIS retrievals over Hyderabad District of India

AK Nandan, A Mathew, PR Shekar - Geomatics and Environmental …, 2024 - gaee.agh.edu.pl
Air pollution is one of the grave concerns of the modern era, claiming millions of lives and
adversely impacting the economy. Aerosols have been observed to play a significant role in …

[HTML][HTML] Evaluation of Machine Learning Models in Air Pollution Prediction for a Case Study of Macau as an Effort to Comply with UN Sustainable Development Goals

TMT Lei, J Cai, AH Molla, TA Kurniawan, SSK Kong - Sustainability, 2024 - mdpi.com
To comply with the United Nations Sustainable Development Goals (UN SDGs), in particular
with SDG 3, SDG 11, and SDG 13, a reliable air pollution prediction model must be …

Multiscale coherence analysis of PM2. 5 and PM10 concentrations of four Indian urban areas using wavelet transform

A Sankaran, T Plocoste, A Rajakrishnan, RC Thodika… - Urban Climate, 2024 - Elsevier
Numerous cities in India face significant threats from air pollution. Continuous monitoring
and analysis of particulate matter (PM) concentration are essential for effective air quality …

PD-LL-Transformer: An Hourly PM2.5 Forecasting Method over the Yangtze River Delta Urban Agglomeration, China

R Zou, H Huang, X Lu, F Zeng, C Ren, W Wang… - Remote Sensing, 2024 - mdpi.com
As the urgency of PM2. 5 prediction becomes increasingly ingrained in public awareness,
deep-learning methods have been widely used in forecasting concentration trends of PM2. 5 …

Spatiotemporal analysis of the link between VCDtrop NO2 and population size for provinces in Sumatra Island during 2012-2020

M Rendana, W Mohd Razi Idris… - Environmental …, 2024 - Taylor & Francis
Nitrogen dioxide is one of the primary air contaminants that can cause severe ecological
and human health effects. This study used the Ozone Monitoring Instrument (OMI) sensor …

[PDF][PDF] 8 OPTIMIZING HUMAN AND ENVIRONMENTAL WELL-BEING IN TIRUPATI, ANDHRA PRADESH: SEASONAL AIR QUALITY FORECASTING THROUGH …

JLJ Pinto, K Dhanyashree, EA Christina - INFORMATION TECHNOLOGY … - researchgate.net
With a focus on the vital pollutant PM2. 5, this study looks at the dynamic fluctuations in air
quality The study conducted in Tirupathi, Andhra Pradesh, delves into the dynamic …