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 …
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
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 …
and the health impacts from that have caused continuous attention by the government and …
Short-Lived Climate Forcers (Chapter 6)
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 …
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 …
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
emissions from other sources in China, shipping emissions contribute more and more …