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International Journal of Global Economics and Management
Article . 2025 . Peer-reviewed
License: CC BY NC
Data sources: Crossref
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Factor Analysis of Air Quality Index

Authors: Ziyan Fan;

Factor Analysis of Air Quality Index

Abstract

The Air Quality Index (AQI) is a crucial indicator for measuring air pollution levels and reflecting the potential impact of air quality on public health. Factor analysis is a statistical method used to simplify and understand the relationships among multiple variables. In conducting factor analysis on AQI and its related pollutants (PM2.5, PM10, SO2, CO, NO2, O3), variations in the contributions of these pollutants to AQI were observed. This study selected Chinese urban air quality index tables (monthly) from January 2013 to April 2014, constructed an indicator system from various perspectives of air emissions, and utilized factor analysis to extract common factors and examine the scores of each emission. PM2.5 and PM10 are particulate matters typically originating from combustion and industrial emissions, significantly impacting AQI. SO2 and NO2 primarily stem from the combustion of fossil fuels, particularly in traffic and industrial activities, and exert a strong irritative effect on the respiratory system. CO mainly originates from vehicle exhaust emissions, while O3 is a secondary pollutant generated through photochemical reactions. Through factor analysis, the relative contributions of each pollutant to air quality levels can be determined, thereby identifying major pollution sources and aiding in the formulation of targeted pollution control strategies improve air quality and safeguard public health.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
hybrid