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Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan
INTRODUCTION: Climate factors play an important role in the transmission of viruses, such as influenza viruses, MERS-CoV, and SARS-CoV-1. This study aimed to determine the relationship between changes in temperature, humidity, rainfall, and SARS-CoV-2 contagion. Five ecologically and climatically di...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier B.V. on behalf of KeAi Communications Co., Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7995238/ https://www.ncbi.nlm.nih.gov/pubmed/33786420 http://dx.doi.org/10.1016/j.jobb.2021.02.001 |
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author | Basray, Rabia Malik, Amber Waqar, Wajiha Chaudhry, Ambreen Wasif Malik, Muhammad Ali Khan, Mumtaz Ansari, Jamil A. Ikram, Aamir |
author_facet | Basray, Rabia Malik, Amber Waqar, Wajiha Chaudhry, Ambreen Wasif Malik, Muhammad Ali Khan, Mumtaz Ansari, Jamil A. Ikram, Aamir |
author_sort | Basray, Rabia |
collection | PubMed |
description | INTRODUCTION: Climate factors play an important role in the transmission of viruses, such as influenza viruses, MERS-CoV, and SARS-CoV-1. This study aimed to determine the relationship between changes in temperature, humidity, rainfall, and SARS-CoV-2 contagion. Five ecologically and climatically distinct regions were considered—Karachi, Lahore, Islamabad, Peshawar, and Gilgit-Baltistan. METHOD: Data on daily COVID-19 cases and deaths were retrieved from government officials, while meteorological information was collected from Pakistan Meteorological Department.. Statistical analysis was performed using SPSS version 20 and the Spearman rank correlation test was used to analyze the correlation between the meteorological factors and COVID-19 cases and deaths. RESULT: Positive correlation of COVID-19 incidence was observed with all the temperature ranges (maximum, minimum and average) and negative correlation was seen with humidity, DTR and rainfall. COVID-19 deaths were positively associated with temperature and were negatively associated only with humidity. Linear regression showed that for every unit increase in humidity, there was a −3.345 daily significant decrease in COVID-19 cases, while in Karachi for every unit increase in humidity, there remained a 10.104 daily significant increase in cases. In Gilgit-Baltistan, for every unit increase in average temperature and rainfall respectively, significant increases of 0.534 and 1.286 in daily cases were found. CONCLUSION: This study signifies the effect of climate factors on COVID-19 incidence and mortality rate, but climate factors are not the only variable and several other interlinked factors enhance the spread of COVID-19. Hence, effective mitigation policies, enhancing testing capacities, and developing public attitudes toward adopting precautionary measures are important to overcome this overwhelming pandemic. |
format | Online Article Text |
id | pubmed-7995238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Published by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79952382021-03-26 Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan Basray, Rabia Malik, Amber Waqar, Wajiha Chaudhry, Ambreen Wasif Malik, Muhammad Ali Khan, Mumtaz Ansari, Jamil A. Ikram, Aamir J Biosaf Biosecur Research Article INTRODUCTION: Climate factors play an important role in the transmission of viruses, such as influenza viruses, MERS-CoV, and SARS-CoV-1. This study aimed to determine the relationship between changes in temperature, humidity, rainfall, and SARS-CoV-2 contagion. Five ecologically and climatically distinct regions were considered—Karachi, Lahore, Islamabad, Peshawar, and Gilgit-Baltistan. METHOD: Data on daily COVID-19 cases and deaths were retrieved from government officials, while meteorological information was collected from Pakistan Meteorological Department.. Statistical analysis was performed using SPSS version 20 and the Spearman rank correlation test was used to analyze the correlation between the meteorological factors and COVID-19 cases and deaths. RESULT: Positive correlation of COVID-19 incidence was observed with all the temperature ranges (maximum, minimum and average) and negative correlation was seen with humidity, DTR and rainfall. COVID-19 deaths were positively associated with temperature and were negatively associated only with humidity. Linear regression showed that for every unit increase in humidity, there was a −3.345 daily significant decrease in COVID-19 cases, while in Karachi for every unit increase in humidity, there remained a 10.104 daily significant increase in cases. In Gilgit-Baltistan, for every unit increase in average temperature and rainfall respectively, significant increases of 0.534 and 1.286 in daily cases were found. CONCLUSION: This study signifies the effect of climate factors on COVID-19 incidence and mortality rate, but climate factors are not the only variable and several other interlinked factors enhance the spread of COVID-19. Hence, effective mitigation policies, enhancing testing capacities, and developing public attitudes toward adopting precautionary measures are important to overcome this overwhelming pandemic. Published by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. 2021-06 2021-03-18 /pmc/articles/PMC7995238/ /pubmed/33786420 http://dx.doi.org/10.1016/j.jobb.2021.02.001 Text en © 2021 Published by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Research Article Basray, Rabia Malik, Amber Waqar, Wajiha Chaudhry, Ambreen Wasif Malik, Muhammad Ali Khan, Mumtaz Ansari, Jamil A. Ikram, Aamir Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title | Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title_full | Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title_fullStr | Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title_full_unstemmed | Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title_short | Impact of environmental factors on COVID-19 cases and mortalities in major cities of Pakistan |
title_sort | impact of environmental factors on covid-19 cases and mortalities in major cities of pakistan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7995238/ https://www.ncbi.nlm.nih.gov/pubmed/33786420 http://dx.doi.org/10.1016/j.jobb.2021.02.001 |
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