Application of k-means and hierarchical clustering techniques for analysis of air pollution: A review (1980–2019)

P Govender, V Sivakumar - Atmospheric pollution research, 2020 - Elsevier
Clustering is an explorative data analysis technique used for investigating the underlying
structure in the data. It described as the grouping of objects, where the objects share similar …

Intelligent modeling strategies for forecasting air quality time series: A review

H Liu, G Yan, Z Duan, C Chen - Applied Soft Computing, 2021 - Elsevier
In recent years, the deterioration of air quality, the frequent events of the air contaminants,
and the health impacts from that have caused continuous attention by the government and …

Short-Lived Climate Forcers (Chapter 6)

S Szopa, V Naik, B Adhikary, P Artaxo, T Berntsen… - 2021 - cambridge.org
Short‑lived climate forcers (SLCFs) affect climate and are, in most cases, also air pollutants.
They include aerosols (sulphate, nitrate, ammonium, carbonaceous aerosols, mineral dust …

A Review of Recent Advances in Research on PM2.5 in China

Y Lin, J Zou, W Yang, CQ Li - … of environmental research and public health, 2018 - mdpi.com
PM2. 5 pollution has become a severe problem in China due to rapid industrialization and
high energy consumption. It can cause increases in the incidence of various respiratory …

[HTML][HTML] Vehicle criteria pollutant (PM, NOx, CO, HCs) emissions: how low should we go?

SL Winkler, JE Anderson, L Garza, WC Ruona… - Npj Climate and …, 2018 - nature.com
Abstract Over the past 30–40 years, vehicle tailpipe emissions of particulate matter (PM),
nitrogen oxides (NO x), carbon monoxide (CO), and hydrocarbons (HCs) have decreased …

[HTML][HTML] Source apportionment of air pollution in European urban areas: Lessons from the ClairCity project

S Coelho, J Ferreira, V Rodrigues, M Lopes - Journal of Environmental …, 2022 - Elsevier
Air pollution has become a major threat to human health in the last decades, with an
increase of acute air pollution episodes in many cities worldwide. Source apportionment …

Incorporating bioaccessibility into health risk assessment of heavy metals in particulate matter originated from different sources of atmospheric pollution

X Liu, W Ouyang, Y Shu, Y Tian, Y Feng, T Zhang… - Environmental …, 2019 - Elsevier
Rapid industrialization and urbanization have resulted in widespread pollution of airborne
particulate matter (PM) containing various heavy metals with adverse human-health effects …

[HTML][HTML] Source apportionment to support air quality planning: Strengths and weaknesses of existing approaches

P Thunis, A Clappier, L Tarrasón, C Cuvelier… - Environment …, 2019 - Elsevier
Abstract Information on the origin of pollution constitutes an essential step of air quality
management as it helps identifying measures to control air pollution. In this work, we review …

Attribution of Tropospheric Ozone to NOx and VOC Emissions: Considering Ozone Formation in the Transition Regime

P Wang, Y Chen, J Hu, H Zhang… - Environmental science & …, 2018 - ACS Publications
An improved three-regime (3R) O3 attribution technique for O3 source apportionment in
regional chemical transport models is developed to divide the entire range of VOC-NO x-O3 …

[HTML][HTML] Impacts of shipping emissions on PM pollution in China

Z Lv, H Liu, Q Ying, M Fu, Z Meng… - Atmospheric …, 2018 - acp.copernicus.org
With the fast development of seaborne trade and relatively more efforts on reducing
emissions from other sources in China, shipping emissions contribute more and more …