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Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India
Spatial hot spots of COVID‐19 infections and fatalities are observed at places exposed to high levels of air pollution across many countries. This study empirically investigates the relationship between exposure to air pollutants that is, sulfur dioxide, nitrogen dioxide, and particulate matter (SO(...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8287720/ https://www.ncbi.nlm.nih.gov/pubmed/34296050 http://dx.doi.org/10.1029/2021GH000383 |
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author | Chattopadhyay, Aparajita Shaw, Subhojit |
author_facet | Chattopadhyay, Aparajita Shaw, Subhojit |
author_sort | Chattopadhyay, Aparajita |
collection | PubMed |
description | Spatial hot spots of COVID‐19 infections and fatalities are observed at places exposed to high levels of air pollution across many countries. This study empirically investigates the relationship between exposure to air pollutants that is, sulfur dioxide, nitrogen dioxide, and particulate matter (SO(2), NO(2), and PM(10)) and COVID‐19 infection at the smallest administrative level (ward) of Mumbai City in India. The paper explores two hypotheses: COVID‐19 infection is associated with air pollution; the pollutants act as determinants of COVID‐19 deaths. Kriging is used to assess the spatial variations of air quality using pollution data, while information on COVID‐19 are retrieved from the database of Mumbai municipality. Annual average of PM(10) in Mumbai over the past 3 years is much higher than the WHO specified standard across all wards; further, suburbs are more exposed to SO(2), and NO(2) pollution. Bivariate local indicator of spatial autocorrelation finds significant positive relation between pollution and COVID‐19 infected cases in certain suburban wards. Spatial Auto Regressive models suggest that COVID‐19 death in Mumbai is distinctly associated with higher exposure to NO(2), population density and number of waste water drains. If specific pollutants along with other factors play considerable role in COVID‐19 infection, it has strong implications for any mitigation strategy development with an objective to curtail the spreading of the respiratory disease. These findings, first of its kind in India, could prove to be significant pointers toward disease alleviation and better urban living. |
format | Online Article Text |
id | pubmed-8287720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82877202021-07-21 Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India Chattopadhyay, Aparajita Shaw, Subhojit Geohealth Research Article Spatial hot spots of COVID‐19 infections and fatalities are observed at places exposed to high levels of air pollution across many countries. This study empirically investigates the relationship between exposure to air pollutants that is, sulfur dioxide, nitrogen dioxide, and particulate matter (SO(2), NO(2), and PM(10)) and COVID‐19 infection at the smallest administrative level (ward) of Mumbai City in India. The paper explores two hypotheses: COVID‐19 infection is associated with air pollution; the pollutants act as determinants of COVID‐19 deaths. Kriging is used to assess the spatial variations of air quality using pollution data, while information on COVID‐19 are retrieved from the database of Mumbai municipality. Annual average of PM(10) in Mumbai over the past 3 years is much higher than the WHO specified standard across all wards; further, suburbs are more exposed to SO(2), and NO(2) pollution. Bivariate local indicator of spatial autocorrelation finds significant positive relation between pollution and COVID‐19 infected cases in certain suburban wards. Spatial Auto Regressive models suggest that COVID‐19 death in Mumbai is distinctly associated with higher exposure to NO(2), population density and number of waste water drains. If specific pollutants along with other factors play considerable role in COVID‐19 infection, it has strong implications for any mitigation strategy development with an objective to curtail the spreading of the respiratory disease. These findings, first of its kind in India, could prove to be significant pointers toward disease alleviation and better urban living. John Wiley and Sons Inc. 2021-07-01 /pmc/articles/PMC8287720/ /pubmed/34296050 http://dx.doi.org/10.1029/2021GH000383 Text en © 2021. The Authors. GeoHealth published by Wiley Periodicals LLC on behalf of American Geophysical Union. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Chattopadhyay, Aparajita Shaw, Subhojit Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title | Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title_full | Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title_fullStr | Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title_full_unstemmed | Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title_short | Association Between Air Pollution and COVID‐19 Pandemic: An Investigation in Mumbai, India |
title_sort | association between air pollution and covid‐19 pandemic: an investigation in mumbai, india |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8287720/ https://www.ncbi.nlm.nih.gov/pubmed/34296050 http://dx.doi.org/10.1029/2021GH000383 |
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