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Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA
In the current context of the COVID-19 pandemic, researchers are working with health professionals to inform governments on how to formulate health strategies. In this study, we examine the correlation between environmental and climate indicators and COVID-19 outbreak in the top 10 most affected sta...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906571/ https://www.ncbi.nlm.nih.gov/pubmed/33634403 http://dx.doi.org/10.1007/s11356-021-12646-x |
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author | Bilal Bashir, Muhammad Farhan Shahzad, Khurram Komal, Bushra Bashir, Muhammad Adnan Bashir, Madiha Tan, Duojiao Fatima, Tehreem Numan, Umar |
author_facet | Bilal Bashir, Muhammad Farhan Shahzad, Khurram Komal, Bushra Bashir, Muhammad Adnan Bashir, Madiha Tan, Duojiao Fatima, Tehreem Numan, Umar |
author_sort | Bilal |
collection | PubMed |
description | In the current context of the COVID-19 pandemic, researchers are working with health professionals to inform governments on how to formulate health strategies. In this study, we examine the correlation between environmental and climate indicators and COVID-19 outbreak in the top 10 most affected states of the USA. In doing so, PM(2.5), temperature, humidity, environmental quality index, and rainfall are included as crucial meteorological and environmental factors. Kendall and Spearman rank correlation coefficients, quantile regression, and log-linear negative binominal analysis are employed as an estimation strategy. The empirical estimates conclude that temperature, humidity, environmental quality index, PM(2.5), and rainfall are significant factors related to the COVID-19 pandemic in the top 10 most affected states of the USA. The empirical findings of the current study would serve as key policy input to mitigate the rapid spread of COVID-19 across the USA. |
format | Online Article Text |
id | pubmed-7906571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-79065712021-02-26 Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA Bilal Bashir, Muhammad Farhan Shahzad, Khurram Komal, Bushra Bashir, Muhammad Adnan Bashir, Madiha Tan, Duojiao Fatima, Tehreem Numan, Umar Environ Sci Pollut Res Int Research Article In the current context of the COVID-19 pandemic, researchers are working with health professionals to inform governments on how to formulate health strategies. In this study, we examine the correlation between environmental and climate indicators and COVID-19 outbreak in the top 10 most affected states of the USA. In doing so, PM(2.5), temperature, humidity, environmental quality index, and rainfall are included as crucial meteorological and environmental factors. Kendall and Spearman rank correlation coefficients, quantile regression, and log-linear negative binominal analysis are employed as an estimation strategy. The empirical estimates conclude that temperature, humidity, environmental quality index, PM(2.5), and rainfall are significant factors related to the COVID-19 pandemic in the top 10 most affected states of the USA. The empirical findings of the current study would serve as key policy input to mitigate the rapid spread of COVID-19 across the USA. Springer Berlin Heidelberg 2021-02-25 2021 /pmc/articles/PMC7906571/ /pubmed/33634403 http://dx.doi.org/10.1007/s11356-021-12646-x Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH, DE 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 Bilal Bashir, Muhammad Farhan Shahzad, Khurram Komal, Bushra Bashir, Muhammad Adnan Bashir, Madiha Tan, Duojiao Fatima, Tehreem Numan, Umar Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title | Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title_full | Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title_fullStr | Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title_full_unstemmed | Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title_short | Environmental quality, climate indicators, and COVID-19 pandemic: insights from top 10 most affected states of the USA |
title_sort | environmental quality, climate indicators, and covid-19 pandemic: insights from top 10 most affected states of the usa |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906571/ https://www.ncbi.nlm.nih.gov/pubmed/33634403 http://dx.doi.org/10.1007/s11356-021-12646-x |
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