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The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18
China national air quality monitoring network has become the core data source for air quality assessment and management in China. However, during network construction, the significant change in numbers of monitoring sites with time is easily ignored, which brings uncertainty to air quality assessmen...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Science Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148413/ https://www.ncbi.nlm.nih.gov/pubmed/35669259 http://dx.doi.org/10.1007/s00376-022-1346-5 |
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author | Luo, Hongyan Tang, Xiao Wu, Huangjian Kong, Lei Wu, Qian Cao, Kai Song, Yating Luo, Xuechun Wang, Yao Zhu, Jiang Wang, Zifa |
author_facet | Luo, Hongyan Tang, Xiao Wu, Huangjian Kong, Lei Wu, Qian Cao, Kai Song, Yating Luo, Xuechun Wang, Yao Zhu, Jiang Wang, Zifa |
author_sort | Luo, Hongyan |
collection | PubMed |
description | China national air quality monitoring network has become the core data source for air quality assessment and management in China. However, during network construction, the significant change in numbers of monitoring sites with time is easily ignored, which brings uncertainty to air quality assessments. This study aims to analyze the impact of change in numbers of stations on national and regional air quality assessments in China during 2013–18. The results indicate that the change in numbers of stations has different impacts on fine particulate matter (PM(2.5)) and ozone concentration assessments. The increasing number of sites makes the estimated national and regional PM(2.5) concentration slightly lower by 0.6–2.2 µg m(−3) and 1.4–6.0 µg m(−3) respectively from 2013 to 2018. The main reason is that over time, the monitoring network expands from the urban centers to the suburban areas with low population densities and pollutant emissions. For ozone, the increasing number of stations affects the long-term trends of the estimated concentration, especially the national trends, which changed from a slight upward trend to a downward trend in 2014–15. Besides, the impact of the increasing number of sites on ozone assessment exhibits a seasonal difference at the 0.05 significance level in that the added sites make the estimated concentration higher in winter and lower in summer. These results suggest that the change in numbers of monitoring sites is an important uncertainty factor in national and regional air quality assessments, that needs to be considered in long-term concentration assessment, trend analysis, and trend driving force analysis. |
format | Online Article Text |
id | pubmed-9148413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Science Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-91484132022-06-02 The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 Luo, Hongyan Tang, Xiao Wu, Huangjian Kong, Lei Wu, Qian Cao, Kai Song, Yating Luo, Xuechun Wang, Yao Zhu, Jiang Wang, Zifa Adv Atmos Sci Original Paper China national air quality monitoring network has become the core data source for air quality assessment and management in China. However, during network construction, the significant change in numbers of monitoring sites with time is easily ignored, which brings uncertainty to air quality assessments. This study aims to analyze the impact of change in numbers of stations on national and regional air quality assessments in China during 2013–18. The results indicate that the change in numbers of stations has different impacts on fine particulate matter (PM(2.5)) and ozone concentration assessments. The increasing number of sites makes the estimated national and regional PM(2.5) concentration slightly lower by 0.6–2.2 µg m(−3) and 1.4–6.0 µg m(−3) respectively from 2013 to 2018. The main reason is that over time, the monitoring network expands from the urban centers to the suburban areas with low population densities and pollutant emissions. For ozone, the increasing number of stations affects the long-term trends of the estimated concentration, especially the national trends, which changed from a slight upward trend to a downward trend in 2014–15. Besides, the impact of the increasing number of sites on ozone assessment exhibits a seasonal difference at the 0.05 significance level in that the added sites make the estimated concentration higher in winter and lower in summer. These results suggest that the change in numbers of monitoring sites is an important uncertainty factor in national and regional air quality assessments, that needs to be considered in long-term concentration assessment, trend analysis, and trend driving force analysis. Science Press 2022-05-29 2022 /pmc/articles/PMC9148413/ /pubmed/35669259 http://dx.doi.org/10.1007/s00376-022-1346-5 Text en © Institute of Atmospheric Physics/Chinese Academy of Sciences, and Science Press and Springer-Verlag GmbH Germany, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Luo, Hongyan Tang, Xiao Wu, Huangjian Kong, Lei Wu, Qian Cao, Kai Song, Yating Luo, Xuechun Wang, Yao Zhu, Jiang Wang, Zifa The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title | The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title_full | The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title_fullStr | The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title_full_unstemmed | The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title_short | The Impact of the Numbers of Monitoring Stations on the National and Regional Air Quality Assessment in China During 2013–18 |
title_sort | impact of the numbers of monitoring stations on the national and regional air quality assessment in china during 2013–18 |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148413/ https://www.ncbi.nlm.nih.gov/pubmed/35669259 http://dx.doi.org/10.1007/s00376-022-1346-5 |
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