Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China

Urban scaling law provides a quantitative understanding of the fundamental nonlinear properties of how cities work. Addressing this, this study intended to examine the potential scaling law that may lie in urban air pollution. With ground-monitored PM2.5 data and statistical socioeconomic factors in...

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Published in:International Journal of Environmental Research and Public Health
Main Authors: Lei Yao, Wentian Xu, Ying Xu, Shuo Sun
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
Subjects:
Online Access:https://doi.org/10.3390/ijerph19084460
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spelling ftmdpi:oai:mdpi.com:/1660-4601/19/8/4460/ 2023-08-20T04:09:33+02:00 Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China Lei Yao Wentian Xu Ying Xu Shuo Sun agris 2022-04-07 application/pdf https://doi.org/10.3390/ijerph19084460 EN eng Multidisciplinary Digital Publishing Institute Environmental Health https://dx.doi.org/10.3390/ijerph19084460 https://creativecommons.org/licenses/by/4.0/ International Journal of Environmental Research and Public Health; Volume 19; Issue 8; Pages: 4460 air pollution risk sublinear relationship urbanization zoning analysis scale-adjusted metropolitan indicator Text 2022 ftmdpi https://doi.org/10.3390/ijerph19084460 2023-08-01T04:41:44Z Urban scaling law provides a quantitative understanding of the fundamental nonlinear properties of how cities work. Addressing this, this study intended to examine the potential scaling law that may lie in urban air pollution. With ground-monitored PM2.5 data and statistical socioeconomic factors in 265 Chinese cities (2015–2019), a targeted analysis, based on the scaling power-law model and scale-adjusted metropolitan indicator (SAMI) was conducted. The main findings of this study were summarized as follows: (1) A significant sublinear scaling relationship between PM2.5 and urban population size indicated that air quality degradation significantly lagged behind urban growth, affirming the remarkable effectiveness of national efforts on atmospheric environment improvement. (2) SAMI analysis expressed the relative conflict risk between PM2.5 pollution and urbanization and showed significant spatial cluster characteristics. Cities in central China showed higher potential risk than other regions, and there was a clear southward tendency for the city clusters with increasing SAMIs during the study period. (3) During the study period, urbanization was not the reason affecting the human-land conflict in terms of air pollution. This study is significant in that it marked the first innovative incorporation of the scaling law model into an urban environmental risk study. It also offered a new perspective from which to reframe the urban PM2.5 pollution risk, along with the nationwide air environmental effort in China, which will benefit future research on multi-types of urban environmental issues. Text sami MDPI Open Access Publishing International Journal of Environmental Research and Public Health 19 8 4460
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic air pollution risk
sublinear relationship
urbanization
zoning analysis
scale-adjusted metropolitan indicator
spellingShingle air pollution risk
sublinear relationship
urbanization
zoning analysis
scale-adjusted metropolitan indicator
Lei Yao
Wentian Xu
Ying Xu
Shuo Sun
Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
topic_facet air pollution risk
sublinear relationship
urbanization
zoning analysis
scale-adjusted metropolitan indicator
description Urban scaling law provides a quantitative understanding of the fundamental nonlinear properties of how cities work. Addressing this, this study intended to examine the potential scaling law that may lie in urban air pollution. With ground-monitored PM2.5 data and statistical socioeconomic factors in 265 Chinese cities (2015–2019), a targeted analysis, based on the scaling power-law model and scale-adjusted metropolitan indicator (SAMI) was conducted. The main findings of this study were summarized as follows: (1) A significant sublinear scaling relationship between PM2.5 and urban population size indicated that air quality degradation significantly lagged behind urban growth, affirming the remarkable effectiveness of national efforts on atmospheric environment improvement. (2) SAMI analysis expressed the relative conflict risk between PM2.5 pollution and urbanization and showed significant spatial cluster characteristics. Cities in central China showed higher potential risk than other regions, and there was a clear southward tendency for the city clusters with increasing SAMIs during the study period. (3) During the study period, urbanization was not the reason affecting the human-land conflict in terms of air pollution. This study is significant in that it marked the first innovative incorporation of the scaling law model into an urban environmental risk study. It also offered a new perspective from which to reframe the urban PM2.5 pollution risk, along with the nationwide air environmental effort in China, which will benefit future research on multi-types of urban environmental issues.
format Text
author Lei Yao
Wentian Xu
Ying Xu
Shuo Sun
author_facet Lei Yao
Wentian Xu
Ying Xu
Shuo Sun
author_sort Lei Yao
title Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
title_short Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
title_full Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
title_fullStr Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
title_full_unstemmed Examining the Potential Scaling Law in Urban PM2.5 Pollution Risks along with the Nationwide Air Environmental Effort in China
title_sort examining the potential scaling law in urban pm2.5 pollution risks along with the nationwide air environmental effort in china
publisher Multidisciplinary Digital Publishing Institute
publishDate 2022
url https://doi.org/10.3390/ijerph19084460
op_coverage agris
genre sami
genre_facet sami
op_source International Journal of Environmental Research and Public Health; Volume 19; Issue 8; Pages: 4460
op_relation Environmental Health
https://dx.doi.org/10.3390/ijerph19084460
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/ijerph19084460
container_title International Journal of Environmental Research and Public Health
container_volume 19
container_issue 8
container_start_page 4460
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