Cargando…

Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia

There is an increasing evidence that meteorological (temperature, relative humidity, dew) and air quality indicators (PM(2.5), PM(10), NO(2), SO(2), CO) are affecting the COVID-19 transmission rate and the number of deaths in many countries around the globe. However, there are contradictory results...

Descripción completa

Detalles Bibliográficos
Autores principales: Ismail, Iqbal M.I., Rashid, Muhammad Imtiaz, Ali, Nadeem, Altaf, Bothinah Abdullah Saeed, Munir, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457907/
https://www.ncbi.nlm.nih.gov/pubmed/34562487
http://dx.doi.org/10.1016/j.envres.2021.112071
_version_ 1784571205479563264
author Ismail, Iqbal M.I.
Rashid, Muhammad Imtiaz
Ali, Nadeem
Altaf, Bothinah Abdullah Saeed
Munir, Muhammad
author_facet Ismail, Iqbal M.I.
Rashid, Muhammad Imtiaz
Ali, Nadeem
Altaf, Bothinah Abdullah Saeed
Munir, Muhammad
author_sort Ismail, Iqbal M.I.
collection PubMed
description There is an increasing evidence that meteorological (temperature, relative humidity, dew) and air quality indicators (PM(2.5), PM(10), NO(2), SO(2), CO) are affecting the COVID-19 transmission rate and the number of deaths in many countries around the globe. However, there are contradictory results due to limited observations of these parameters and absence of conclusive evidence on such relationships in cold or hot arid tropical and subtropical desert climate of Gulf region. This is the first study exploring the relationships of the meteorological (temperature, relative humidity, and dew) and air quality indicators (PM(10,)CO, and SO(2)) with daily COVID-19 infections and death cases for a period of six months (1st March to August 31, 2020) in six selected cities of the Kingdom of Saudi Arabia by using generalized additive model. The Akaike information criterion (AIC) was used to assess factors affecting the infections rate and deaths through the selection of best model whereas overfitting of multivariate model was avoided by using cross-validation. Spearman correlation indicated that exponentially weighted moving average (EWMA) temperature and relative humidity (R > 0.5, P < 0.0001) are the main variables affecting the daily COVID-19 infections and deaths. EWMA temperature and relative humidity showed non linear relationships with the number of COVID-19 infections and deaths (DF > 1, P < 0.0001). Daily COVID-19 infections showed a positive relationship at temperature between 23 and 34.5 °C and relative humidity ranging from 30 to 60%; a negative relationship was found below and/or above these ranges. Similarly, the number of deaths had a positive relationship at temperature ˃28.7 °C and with relative humidity ˂40%, showing higher number of deaths above this temperature and below this relative humidity rate. All air quality indicators had linear relationships with the number of COVID-19 infections and deaths (P < 0.0001). Hence, variation in temperature, relative humidity and air pollution indicators could be important factors influencing the COVID-19 spread and mortality. Under the current scenario with rising temperature and relative humidity, the number of cases is increasing, hence it justifies an active government policy to lessen COVID-19 infection rate.
format Online
Article
Text
id pubmed-8457907
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elsevier Inc.
record_format MEDLINE/PubMed
spelling pubmed-84579072021-09-23 Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia Ismail, Iqbal M.I. Rashid, Muhammad Imtiaz Ali, Nadeem Altaf, Bothinah Abdullah Saeed Munir, Muhammad Environ Res Article There is an increasing evidence that meteorological (temperature, relative humidity, dew) and air quality indicators (PM(2.5), PM(10), NO(2), SO(2), CO) are affecting the COVID-19 transmission rate and the number of deaths in many countries around the globe. However, there are contradictory results due to limited observations of these parameters and absence of conclusive evidence on such relationships in cold or hot arid tropical and subtropical desert climate of Gulf region. This is the first study exploring the relationships of the meteorological (temperature, relative humidity, and dew) and air quality indicators (PM(10,)CO, and SO(2)) with daily COVID-19 infections and death cases for a period of six months (1st March to August 31, 2020) in six selected cities of the Kingdom of Saudi Arabia by using generalized additive model. The Akaike information criterion (AIC) was used to assess factors affecting the infections rate and deaths through the selection of best model whereas overfitting of multivariate model was avoided by using cross-validation. Spearman correlation indicated that exponentially weighted moving average (EWMA) temperature and relative humidity (R > 0.5, P < 0.0001) are the main variables affecting the daily COVID-19 infections and deaths. EWMA temperature and relative humidity showed non linear relationships with the number of COVID-19 infections and deaths (DF > 1, P < 0.0001). Daily COVID-19 infections showed a positive relationship at temperature between 23 and 34.5 °C and relative humidity ranging from 30 to 60%; a negative relationship was found below and/or above these ranges. Similarly, the number of deaths had a positive relationship at temperature ˃28.7 °C and with relative humidity ˂40%, showing higher number of deaths above this temperature and below this relative humidity rate. All air quality indicators had linear relationships with the number of COVID-19 infections and deaths (P < 0.0001). Hence, variation in temperature, relative humidity and air pollution indicators could be important factors influencing the COVID-19 spread and mortality. Under the current scenario with rising temperature and relative humidity, the number of cases is increasing, hence it justifies an active government policy to lessen COVID-19 infection rate. Elsevier Inc. 2022-03 2021-09-23 /pmc/articles/PMC8457907/ /pubmed/34562487 http://dx.doi.org/10.1016/j.envres.2021.112071 Text en © 2021 Elsevier Inc. All rights reserved. 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 Article
Ismail, Iqbal M.I.
Rashid, Muhammad Imtiaz
Ali, Nadeem
Altaf, Bothinah Abdullah Saeed
Munir, Muhammad
Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title_full Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title_fullStr Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title_full_unstemmed Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title_short Temperature, humidity and outdoor air quality indicators influence COVID-19 spread rate and mortality in major cities of Saudi Arabia
title_sort temperature, humidity and outdoor air quality indicators influence covid-19 spread rate and mortality in major cities of saudi arabia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457907/
https://www.ncbi.nlm.nih.gov/pubmed/34562487
http://dx.doi.org/10.1016/j.envres.2021.112071
work_keys_str_mv AT ismailiqbalmi temperaturehumidityandoutdoorairqualityindicatorsinfluencecovid19spreadrateandmortalityinmajorcitiesofsaudiarabia
AT rashidmuhammadimtiaz temperaturehumidityandoutdoorairqualityindicatorsinfluencecovid19spreadrateandmortalityinmajorcitiesofsaudiarabia
AT alinadeem temperaturehumidityandoutdoorairqualityindicatorsinfluencecovid19spreadrateandmortalityinmajorcitiesofsaudiarabia
AT altafbothinahabdullahsaeed temperaturehumidityandoutdoorairqualityindicatorsinfluencecovid19spreadrateandmortalityinmajorcitiesofsaudiarabia
AT munirmuhammad temperaturehumidityandoutdoorairqualityindicatorsinfluencecovid19spreadrateandmortalityinmajorcitiesofsaudiarabia