PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods
Background: The coronavirus disease in 2019 (COVID-19) heavily hit Italy, one of Europe’s most polluted countries. The extent to which PM pollution contributed to COVID-19 diffusion is needing further clarification. We aimed to investigate the particular matter (PM) pollution and its correlation wit...
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doaj-fcd7ab81bc614a84829fb547bf28f90e2021-05-31T23:43:55ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-05-01185088508810.3390/ijerph18105088PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown PeriodsOurania S. Kotsiou0Vaios S. Kotsios1Ioannis Lampropoulos2Thomas Zidros3Sotirios G. Zarogiannis4Konstantinos I. Gourgoulianis5Faculty of Nursing, University of Thessaly, GAIOPOLIS, 41110 Larissa, Thessaly, GreeceMetsovion Interdisciplinary Research Center, National Technical University of Athens, 44200 Attica, Athens, GreeceRespiratory Medicine Department, Faculty of Medicine, University of Thessaly, BIOPOLIS, 41110 Larissa, Thessaly, GreeceDepartment of Automation Engineering, Alexander Technological Educational Institute of Thessaloniki, 57400 Thessaloniki, Athens, GreeceDepartment of Physiology, Faculty of Medicine, University of Thessaly, BIOPOLIS, 41500 Larissa, Thessaly, GreeceRespiratory Medicine Department, Faculty of Medicine, University of Thessaly, BIOPOLIS, 41110 Larissa, Thessaly, GreeceBackground: The coronavirus disease in 2019 (COVID-19) heavily hit Italy, one of Europe’s most polluted countries. The extent to which PM pollution contributed to COVID-19 diffusion is needing further clarification. We aimed to investigate the particular matter (PM) pollution and its correlation with COVID-19 incidence across four Italian cities: Milan, Rome, Naples, and Salerno, during the pre-lockdown and lockdown periods. Methods: We performed a comparative analysis followed by correlation and regression analyses of the daily average PM<sub>10</sub>, PM<sub>2.5</sub> concentrations, and COVID-19 incidence across four cities from 1 January 2020 to 8 April 2020, adjusting for several factors, taking a two-week time lag into account. Results: Milan had significantly higher average daily PM<sub>10</sub> and PM<sub>2.5</sub> levels than Rome, Naples, and Salerno. Rome, Naples, and Salerno maintained safe PM<sub>10</sub> levels. The daily PM<sub>2.5</sub> levels exceeded the legislative standards in all cities during the entire period. PM<sub>2.5</sub> pollution was related to COVID-19 incidence. The PM<sub>2.5</sub> levels and sampling rate were strong predictors of COVID-19 incidence during the pre-lockdown period. The PM<sub>2.5</sub> levels, population’s age, and density strongly predicted COVID-19 incidence during lockdown. Conclusions: Italy serves as a noteworthy paradigm illustrating that PM<sub>2.5</sub> pollution impacts COVID-19 spread. Even in lockdown, PM<sub>2.5</sub> levels negatively impacted COVID-19 incidence.https://www.mdpi.com/1660-4601/18/10/5088air pollutioncoronavirus disease 2019fine particulate matterhumidityItalytemperature |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ourania S. Kotsiou Vaios S. Kotsios Ioannis Lampropoulos Thomas Zidros Sotirios G. Zarogiannis Konstantinos I. Gourgoulianis |
spellingShingle |
Ourania S. Kotsiou Vaios S. Kotsios Ioannis Lampropoulos Thomas Zidros Sotirios G. Zarogiannis Konstantinos I. Gourgoulianis PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods International Journal of Environmental Research and Public Health air pollution coronavirus disease 2019 fine particulate matter humidity Italy temperature |
author_facet |
Ourania S. Kotsiou Vaios S. Kotsios Ioannis Lampropoulos Thomas Zidros Sotirios G. Zarogiannis Konstantinos I. Gourgoulianis |
author_sort |
Ourania S. Kotsiou |
title |
PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods |
title_short |
PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods |
title_full |
PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods |
title_fullStr |
PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods |
title_full_unstemmed |
PM<sub>2.5</sub> Pollution Strongly Predicted COVID-19 Incidence in Four High-Polluted Urbanized Italian Cities during the Pre-Lockdown and Lockdown Periods |
title_sort |
pm<sub>2.5</sub> pollution strongly predicted covid-19 incidence in four high-polluted urbanized italian cities during the pre-lockdown and lockdown periods |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-05-01 |
description |
Background: The coronavirus disease in 2019 (COVID-19) heavily hit Italy, one of Europe’s most polluted countries. The extent to which PM pollution contributed to COVID-19 diffusion is needing further clarification. We aimed to investigate the particular matter (PM) pollution and its correlation with COVID-19 incidence across four Italian cities: Milan, Rome, Naples, and Salerno, during the pre-lockdown and lockdown periods. Methods: We performed a comparative analysis followed by correlation and regression analyses of the daily average PM<sub>10</sub>, PM<sub>2.5</sub> concentrations, and COVID-19 incidence across four cities from 1 January 2020 to 8 April 2020, adjusting for several factors, taking a two-week time lag into account. Results: Milan had significantly higher average daily PM<sub>10</sub> and PM<sub>2.5</sub> levels than Rome, Naples, and Salerno. Rome, Naples, and Salerno maintained safe PM<sub>10</sub> levels. The daily PM<sub>2.5</sub> levels exceeded the legislative standards in all cities during the entire period. PM<sub>2.5</sub> pollution was related to COVID-19 incidence. The PM<sub>2.5</sub> levels and sampling rate were strong predictors of COVID-19 incidence during the pre-lockdown period. The PM<sub>2.5</sub> levels, population’s age, and density strongly predicted COVID-19 incidence during lockdown. Conclusions: Italy serves as a noteworthy paradigm illustrating that PM<sub>2.5</sub> pollution impacts COVID-19 spread. Even in lockdown, PM<sub>2.5</sub> levels negatively impacted COVID-19 incidence. |
topic |
air pollution coronavirus disease 2019 fine particulate matter humidity Italy temperature |
url |
https://www.mdpi.com/1660-4601/18/10/5088 |
work_keys_str_mv |
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