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Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran
This study assesses a plausible correlation between a dust intrusion episode and a daily increase in COVID-19 cases. A surge in COVID-19 cases was observed a few days after a Middle East Dust (MED) event that peaked on 25(th) April 2020 in southwest Iran. To investigate potential causal factors for...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776378/ https://www.ncbi.nlm.nih.gov/pubmed/35060047 http://dx.doi.org/10.1007/s11356-021-18195-7 |
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author | Broomandi, Parya Crape, Byron Jahanbakhshi, Ali Janatian, Nasime Nikfal, Amirhossein Tamjidi, Mahsa Kim, Jong R. Middleton, Nick Karaca, Ferhat |
author_facet | Broomandi, Parya Crape, Byron Jahanbakhshi, Ali Janatian, Nasime Nikfal, Amirhossein Tamjidi, Mahsa Kim, Jong R. Middleton, Nick Karaca, Ferhat |
author_sort | Broomandi, Parya |
collection | PubMed |
description | This study assesses a plausible correlation between a dust intrusion episode and a daily increase in COVID-19 cases. A surge in COVID-19 cases was observed a few days after a Middle East Dust (MED) event that peaked on 25(th) April 2020 in southwest Iran. To investigate potential causal factors for the spike in number of cases, cross-correlations between daily combined aerosol optical depths (AODs) and confirmed cases were computed for Khuzestan, Iran. Additionally, atmospheric stability data time series were assessed by covering before, during, and after dust intrusion, producing four statistically clustered distinct city groups. Groups 1 and 2 had different peak lag times of 10 and 4-5 days, respectively. Since there were statistically significant associations between AOD levels and confirmed cases in both groups, dust incursion may have increased population susceptibility to COVID-19 disease. Group 3 was utilized as a control group with neither a significant level of dust incursion during the episodic period nor any significant associations. Group 4 cities, which experienced high dust incursion levels, showed no significant correlation with confirmed case count increases. Random Forest Analysis assessed the influence of wind speed and AOD, showing relative importance of 0.31 and 0.23 on the daily increase percent of confirmed cases, respectively. This study may serve as a reference for better understanding and predicting factors affecting COVID-19 transmission and diffusion routes, focusing on the role of MED intrusions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-021-18195-7. |
format | Online Article Text |
id | pubmed-8776378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-87763782022-01-21 Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran Broomandi, Parya Crape, Byron Jahanbakhshi, Ali Janatian, Nasime Nikfal, Amirhossein Tamjidi, Mahsa Kim, Jong R. Middleton, Nick Karaca, Ferhat Environ Sci Pollut Res Int Research Article This study assesses a plausible correlation between a dust intrusion episode and a daily increase in COVID-19 cases. A surge in COVID-19 cases was observed a few days after a Middle East Dust (MED) event that peaked on 25(th) April 2020 in southwest Iran. To investigate potential causal factors for the spike in number of cases, cross-correlations between daily combined aerosol optical depths (AODs) and confirmed cases were computed for Khuzestan, Iran. Additionally, atmospheric stability data time series were assessed by covering before, during, and after dust intrusion, producing four statistically clustered distinct city groups. Groups 1 and 2 had different peak lag times of 10 and 4-5 days, respectively. Since there were statistically significant associations between AOD levels and confirmed cases in both groups, dust incursion may have increased population susceptibility to COVID-19 disease. Group 3 was utilized as a control group with neither a significant level of dust incursion during the episodic period nor any significant associations. Group 4 cities, which experienced high dust incursion levels, showed no significant correlation with confirmed case count increases. Random Forest Analysis assessed the influence of wind speed and AOD, showing relative importance of 0.31 and 0.23 on the daily increase percent of confirmed cases, respectively. This study may serve as a reference for better understanding and predicting factors affecting COVID-19 transmission and diffusion routes, focusing on the role of MED intrusions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-021-18195-7. Springer Berlin Heidelberg 2022-01-21 2022 /pmc/articles/PMC8776378/ /pubmed/35060047 http://dx.doi.org/10.1007/s11356-021-18195-7 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 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 | Research Article Broomandi, Parya Crape, Byron Jahanbakhshi, Ali Janatian, Nasime Nikfal, Amirhossein Tamjidi, Mahsa Kim, Jong R. Middleton, Nick Karaca, Ferhat Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title | Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title_full | Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title_fullStr | Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title_full_unstemmed | Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title_short | Assessment of the association between dust storms and COVID-19 infection rate in southwest Iran |
title_sort | assessment of the association between dust storms and covid-19 infection rate in southwest iran |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776378/ https://www.ncbi.nlm.nih.gov/pubmed/35060047 http://dx.doi.org/10.1007/s11356-021-18195-7 |
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