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Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure
Previous studies on exposure disparity have focused more on spatial variation but ignored the temporal variation of air pollution; thus, it is necessary to explore group disparity in terms of spatio-temporal variation to assist policy-making regarding public health. This study employed the dynamic l...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141847/ https://www.ncbi.nlm.nih.gov/pubmed/35627409 http://dx.doi.org/10.3390/ijerph19105872 |
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author | Wang, Huizi Luo, Xiao Liu, Chao Fu, Qingyan Yi, Min |
author_facet | Wang, Huizi Luo, Xiao Liu, Chao Fu, Qingyan Yi, Min |
author_sort | Wang, Huizi |
collection | PubMed |
description | Previous studies on exposure disparity have focused more on spatial variation but ignored the temporal variation of air pollution; thus, it is necessary to explore group disparity in terms of spatio-temporal variation to assist policy-making regarding public health. This study employed the dynamic land use regression (LUR) model and mobile phone signal data to illustrate the variation features of group disparity in Shanghai. The results showed that NO(2) exposure followed a bimodal, diurnal variation pattern and remained at a high level on weekdays but decreased on weekends. The most critical at-risk areas were within the central city in areas with a high population density. Moreover, women and the elderly proved to be more exposed to NO(2) pollution in Shanghai. Furthermore, the results of this study showed that it is vital to focus on land-use planning, transportation improvement programs, and population agglomeration to attenuate exposure inequality. |
format | Online Article Text |
id | pubmed-9141847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91418472022-05-28 Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure Wang, Huizi Luo, Xiao Liu, Chao Fu, Qingyan Yi, Min Int J Environ Res Public Health Article Previous studies on exposure disparity have focused more on spatial variation but ignored the temporal variation of air pollution; thus, it is necessary to explore group disparity in terms of spatio-temporal variation to assist policy-making regarding public health. This study employed the dynamic land use regression (LUR) model and mobile phone signal data to illustrate the variation features of group disparity in Shanghai. The results showed that NO(2) exposure followed a bimodal, diurnal variation pattern and remained at a high level on weekdays but decreased on weekends. The most critical at-risk areas were within the central city in areas with a high population density. Moreover, women and the elderly proved to be more exposed to NO(2) pollution in Shanghai. Furthermore, the results of this study showed that it is vital to focus on land-use planning, transportation improvement programs, and population agglomeration to attenuate exposure inequality. MDPI 2022-05-12 /pmc/articles/PMC9141847/ /pubmed/35627409 http://dx.doi.org/10.3390/ijerph19105872 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Huizi Luo, Xiao Liu, Chao Fu, Qingyan Yi, Min Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title | Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title_full | Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title_fullStr | Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title_full_unstemmed | Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title_short | Spatio-Temporal Variation-Induced Group Disparity of Intra-Urban NO(2) Exposure |
title_sort | spatio-temporal variation-induced group disparity of intra-urban no(2) exposure |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141847/ https://www.ncbi.nlm.nih.gov/pubmed/35627409 http://dx.doi.org/10.3390/ijerph19105872 |
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