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Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China

Air pollutants existing in the environment may have negative impacts on human health depending on their toxicity and concentrations. Remote sensing data enable researchers to map concentrations of various air pollutants over vast areas. By combining ground-level concentrations with population data,...

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Autores principales: Zhang, Deying, Bai, Kaixu, Zhou, Yunyun, Shi, Runhe, Ren, Hongyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407116/
https://www.ncbi.nlm.nih.gov/pubmed/30781540
http://dx.doi.org/10.3390/ijerph16040579
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author Zhang, Deying
Bai, Kaixu
Zhou, Yunyun
Shi, Runhe
Ren, Hongyan
author_facet Zhang, Deying
Bai, Kaixu
Zhou, Yunyun
Shi, Runhe
Ren, Hongyan
author_sort Zhang, Deying
collection PubMed
description Air pollutants existing in the environment may have negative impacts on human health depending on their toxicity and concentrations. Remote sensing data enable researchers to map concentrations of various air pollutants over vast areas. By combining ground-level concentrations with population data, the spatial distribution of health impacts attributed to air pollutants can be acquired. This study took five highly populated and severely polluted provinces along the Huaihe River, China, as the research area. The ground-level concentrations of four major air pollutants including nitrogen dioxide (NO(2)), sulfate dioxide (SO(2)), particulate matters with diameter equal or less than 10 (PM(10)) or 2.5 micron (PM(2.5)) were estimated based on relevant remote sensing data using the geographically weighted regression (GWR) model. The health impacts of these pollutants were then assessed with the aid of co-located gridded population data. The results show that the annual average concentrations of ground-level NO(2), SO(2), PM(10), and PM(2.5) in 2016 were 31 µg/m(3), 26 µg/m(3), 100 µg/m(3), and 59 µg/m(3), respectively. In terms of the health impacts attributable to NO(2), SO(2), PM(10), and PM(2.5), there were 546, 1788, 10,595, and 8364 respiratory deaths, and 1221, 9666, 46,954, and 39,524 cardiovascular deaths, respectively. Northern Henan, west-central Shandong, southern Jiangsu, and Wuhan City in Hubei are prone to large health risks. Meanwhile, air pollutants have an overall greater impact on cardiovascular disease than respiratory disease, which is primarily attributable to the inhalable particle matters. Our findings provide a good reference to local decision makers for the implementation of further emission control strategies and possible health impacts assessment.
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spelling pubmed-64071162019-03-21 Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China Zhang, Deying Bai, Kaixu Zhou, Yunyun Shi, Runhe Ren, Hongyan Int J Environ Res Public Health Article Air pollutants existing in the environment may have negative impacts on human health depending on their toxicity and concentrations. Remote sensing data enable researchers to map concentrations of various air pollutants over vast areas. By combining ground-level concentrations with population data, the spatial distribution of health impacts attributed to air pollutants can be acquired. This study took five highly populated and severely polluted provinces along the Huaihe River, China, as the research area. The ground-level concentrations of four major air pollutants including nitrogen dioxide (NO(2)), sulfate dioxide (SO(2)), particulate matters with diameter equal or less than 10 (PM(10)) or 2.5 micron (PM(2.5)) were estimated based on relevant remote sensing data using the geographically weighted regression (GWR) model. The health impacts of these pollutants were then assessed with the aid of co-located gridded population data. The results show that the annual average concentrations of ground-level NO(2), SO(2), PM(10), and PM(2.5) in 2016 were 31 µg/m(3), 26 µg/m(3), 100 µg/m(3), and 59 µg/m(3), respectively. In terms of the health impacts attributable to NO(2), SO(2), PM(10), and PM(2.5), there were 546, 1788, 10,595, and 8364 respiratory deaths, and 1221, 9666, 46,954, and 39,524 cardiovascular deaths, respectively. Northern Henan, west-central Shandong, southern Jiangsu, and Wuhan City in Hubei are prone to large health risks. Meanwhile, air pollutants have an overall greater impact on cardiovascular disease than respiratory disease, which is primarily attributable to the inhalable particle matters. Our findings provide a good reference to local decision makers for the implementation of further emission control strategies and possible health impacts assessment. MDPI 2019-02-16 2019-02 /pmc/articles/PMC6407116/ /pubmed/30781540 http://dx.doi.org/10.3390/ijerph16040579 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Deying
Bai, Kaixu
Zhou, Yunyun
Shi, Runhe
Ren, Hongyan
Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title_full Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title_fullStr Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title_full_unstemmed Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title_short Estimating Ground-Level Concentrations of Multiple Air Pollutants and Their Health Impacts in the Huaihe River Basin in China
title_sort estimating ground-level concentrations of multiple air pollutants and their health impacts in the huaihe river basin in china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407116/
https://www.ncbi.nlm.nih.gov/pubmed/30781540
http://dx.doi.org/10.3390/ijerph16040579
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