Interpretable machine learning tools to analyze PM2. 5 sensor network data so as to quantify local source impacts and long-range transport

B de Foy, R Edwards, KS Joy, SU Zaman, A Salam… - Atmospheric …, 2024 - Elsevier
Sensor networks provide spatially resolved information about the time variation of PM 2.5
concentrations in urban areas around the world. With relatively simple improvements to the …

Particulate matter exposure to street vendors in Dhaka city and associated health risk study

MS Islam, SU Zaman, MS Islam, S Roy… - Air Quality, Atmosphere …, 2024 - Springer
Air pollution is a serious environmental health issue, particularly in heavily polluted urban
areas such as Dhaka, Bangladesh. Street vendors, who often work in outdoor environments …

Interpretable diurnal impacts on extreme urban PM2. 5 concentrations of soil temperature, soil water content, humidity and temperature inversion

B de Foy, JJ Schauer - Atmospheric Research, 2024 - Elsevier
Inhabitants of megacities around the world are suffering from severely unhealthy
concentrations of PM 2.5 as a result of intense emissions from numerous sectors, often …

Impact of COVID-19 on Air Quality in Major Cities of Bangladesh: A Temporal Analysis (2018–2023)

S Rahman, MM Ahmed, PK Hopke, E Hoque… - Earth Systems and …, 2024 - Springer
Bangladesh is among the countries with the highest concentrations of particulate matter and
other air pollutants according to the World Health Organization. The Department of …

The differential impacts of the spatiotemporal vertical and horizontal expansion of megacity Dhaka on ecosystem services

MAH Bhuiyan, L Inostroza, T Nihei, M Sultana… - Current Research in …, 2024 - Elsevier
The relationship between ecosystem services (ES) and urbanization is crucial for
sustainable development. Rapid urbanization threatens the natural capital of Dhaka city …

The influence of meteorological factors on wintertime black carbon and PM2. 5 pollution in Dhaka, Bangladesh

SU Zaman, K Budhavant, A Salam - International Journal of Environmental …, 2025 - Springer
This study focuses on the alarming levels of black carbon (BC) and fine particulate matter
(PM 2.5) pollution during winter in Dhaka, Bangladesh. The study period was chosen to …

Wintertime Black Carbon Assessment in Dhaka, Bangladesh: Integrated Health Risk Analysis

AKM Nayem, SU Zaman, F Begum, A Salam - Heliyon, 2025 - cell.com
This study investigated the ramifications of black carbon (BC) emissions on human health
during the winter season of December 2019 to February 2020 in Dhaka, Bangladesh. BC …

Formation of particulate matter in the ambient air of Dhaka city, Bangladesh

MY Pabel, MF Islam, MN Huda, SA Hossain… - Air Quality, Atmosphere …, 2024 - Springer
The physical and chemical characterizations of airborne particulate matter (PM) in the
ambient air of Dhaka, Bangladesh are reported. The daily average concentrations of PM10 …