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Title
| Author | Health Variable | Region or Country | Environmental Variable
A correlation study between weather and atmosphere with COVID-19 pandemic in Islamabad, Pakistan
Author(s): Aslam, Bilal
Khalil, Umer
Azam, Umar
Maqsoom, Ahsen
Health Variables: COVID-19 case
Region/Country: Pakistan
Environmental Variable: wind speed, precipitation, temperature, air quality
DOI: https://doi.org/10.1007/s41324-020-00366-2 Data Sources:
Health: Ministry of National Health Services Regulations and Coordination (Pakistan)
Weather: Pakistan Metrological Department (PMD) |
Air Pollution and temperature are associated with increased COVID-19 incidence: a time series study
Author(s): H. Li, X.-L. Xu, D.-W. Dai, Z.-Y. Huang, Z. Ma and Y.-J. Guan
Health Variables: COVID-19 case
Region/Country: China
Environmental Variable: air quality, avg temperature, max temperature, min temperature, UV index
DOI: https://doi.org/10.1016/j.ijid.2020.05.076 Data Sources:
In this time series analysis, COVID19 incidence counts in Wuhan and Xiao Ganwere provided by the Centers for Disease Control and Prevention (CDC) of Hubei Province (Health Commission of the Hubei Province, 2020). The daily air quality index( AQI), PM2.5, PM10, NO2 and CO concentration were retrieved from the Platform AQI (PlatformAQI,2020). Five meteorological parameters were retrieved from the database of Weather.com (The Weather Channel, 2020) Daily temperature difference and sunshine duration were calculated based on the difference of highest andl lowest temperature and sunrise and sunset time, respectively. |
Air Quality and COVID-19 Prevalence/Fatality
Author(s): H. Takagi, T. Kuno, Y. Yokoyama, H. Ueyama, T. Matsushiro, Y. Hari and T. Ando
Health Variables: COVID-19 case,
Deaths
Region/Country: Northeastern USA
Environmental Variable: Ozone,
Air quality
DOI: https://doi.org/10.1101/2020.06.14.20130740 Data Sources:
Health: Johns Hopkins Coronavirus Resource Center
Weather: US Environmental Protection Agency (https://www.epa.gov/outdoor-air-quality-data/air-data-daily-air-quality-tracker)
World Air Quality Project (https://aqicn.org/city/usa/newyork/) |
Air transportation, population density and temperature predict the spread of COVID-19 in Brazil
Author(s): P. Pequeno, B. Mendel, C. Rosa, M. Bosholn, J. L. Souza, F. Baccaro, R. Barbosa and W. Magnusson
Health Variables: COVID-19 case
Region/Country: Brazil
Environmental Variable: avg temperature, UV index, relative humidity, precipitation
DOI: https://doi.org/10.7717/peerj.9322 Data Sources:
We obtained daily cumulative counts of confirmed cases of COVID-19 for each of the 27 Brazilian state capital cities, as reported by State Health Secretaries and compiled by volunteers (Table S1; Secretarias de Sa�de das Unidades Federativas, 2020). We focused on the month since the first confirmed case, from February 26 to March 26, 2020, for which there were 292 reports on daily counts across cities. Data on population density, the elderly and income were obtained for the last quarter of 2019 from the Brazilian Institute for Geography and Statistics (IBGE), which samples Brazilian households quarterly for socioeconomic indicators (Sidra, 2020) (Table S2). Flight data were obtained from the current statistical annuary of the Brazilian Agency for Civilian Aviation (ANAC) (Table S3; ANAC, 2020). Hourly meteorological data were obtained from the automatic stations maintained by the Brazilian Institute for Meteorology (INMET) in the capital cities (Table S4; INMET, 2020). |
Airborne particulate matter, population mobility and COVID-19: a multi-city study in China
Author(s): Wang, Bo
Liu, Jiangtao
Li, Yanlin
Fu, Shihua
Xu, Xiaocheng
Li, Lanyu
Zhou, Ji
Liu, Xingrong
He, Xiaotao
Yan, Jun
Shi, Yanjun
Niu, Jingping
Yang, Yong
Li, Yiyao
Luo, Bin
Zhang, Kai
Health Variables: COVID-19 cases
Region/Country: China
Environmental Variable: air quality, ambient temperature (AT) and relative humidity (RH)
DOI: https://doi.org/10.1186/s12889-020-09669-3 Data Sources:
Data Center of the Ministry of Ecology and Environment of the People�s Republic of China (http://datacenter.mee. gov.cn/)
Shanghai Meteorological Bureau |
Altitude conditions seem to determine the evolution of COVID-19 in Brazil: a significance relationship with cases and deaths
Author(s): J. S. C. Fernandes, R. S. Silva, A. C. Silva, D. C. Villela, V. A. Mendon�a and A. C. R. Lacerda
Health Variables: Death
COVID-19 case
Region/Country: Brazil
Environmental Variable: relative humidity
DOI: https://doi.org/10.21203/rs.3.rs-76633/v1 Data Sources:
The population for each city was obtained using data from IBGE, referring to July 1, 2019, at https://agenciadenoticias.ibge.gov.br/agencia-detalhe-de-midia.html?view=mediaibge&catid= 2103 & id?=?3098 [4].
Data on confirmed cases and deaths, resulting from COVID-19, were obtained, on May 17, 2020, on June 01 and 16, 2020 and on July 01, 2020 at https://covid.mapbiomas.org/ [5].
The data regarding air relative humidity (RH) were obtained from the National Institute of Meteorology address http://www.inmet.gov.br/portal/index.php?r=estacoes/estacoesAutomaticas [6], for the 63, 58, 57 and 59 cities with a population over 200 thousand inhabitants and that have data from automatic weather stations and correspond respectively to the average of the period from March 01 to May 17, May 18 to June 01, 2020, June 02 to June 16, 2020 and June 17 to July 01, 2020. |
Ambient air pollutants, meteorological factors and their interactions affect confirmed cases of COVID-19 in 120 Chinese cities
Author(s): Zhou, Jianli
Qin, Linyuan
Liu, Nan
Health Variables: COVID-19 case,
Region/Country: China
Environmental Variable: air quality,
relative humidity,
pressure
DOI: https://doi.org/10.1101/2020.05.27.20111542 Data Sources:
Daily confirmed case counts and daily air pollutants were collected from the official websites of Harvard University (https://dataverse.harvard.edu),
Meteorological data were obtained from China Meteorological Data Sharing Service System (http://data.cma.cn/site/index.html) |
Ambient air pollution, meteorology, and COVID?19 infection in Korea
Author(s): T. Hoang and T. T. A. Tran
Health Variables: COVID-19 Case,
Transmission (R0)
Region/Country: South Korea
Environmental Variable: avg Temperature,
relative humidity,
wind speed,
air pressure,
air quality,
DOI: https://doi.org/10.1002/jmv.26325 Data Sources:
Confirmed new cases are daily reported by the Korea Centers for Disease Control and Prevention,
Data on ambient air pollution and meteorology are provided by the Korea Environment Corporation11 and Meteorological Agency, |
Ambient nitrogen dioxide pollution and spread ability of COVID-19 in Chinese cities
Author(s): Y. Yao, J. Pan, Z. Liu, X. Meng, W. Wang, H. Kan and W. Wang
Health Variables: COVID-19 case, Transmission rate (R0)
Region/Country: China
Environmental Variable: air quality, avg temperature, relative humidity
DOI: https://doi.org/10.1016/j.ecoenv.2020.111421 Data Sources:
We collected COVID-19 confirmed case information reported by the National Health Commission of the People�s Republic of China (WHO, 2020) and Health Commission of Hubei Province (http://wjw.hubei.gov .cn/bmdt/ztzl/fkxxgzbdgrfyyq/). The population movement in cities outside Hubei from the same period was obtained from Baidu Qianxi data (https://qianxi.baidu.com/2020/). These data came from 63 cities (cities in China with more than 50 confirmed COVID-19 cases as of February 10, 2020) and ranged from January 1, 2020 to February 8, 2020. The data were acquired from the National Urban Air Quality Publishing Platform (http://106.37.208.2 33:20035/), which is administered by China�s Ministry of Environmental Protection. Other meteorological data including daily mean temperature and relative humidity were collected from the China Meteorological Data Sharing Service System. |
Ambient nitrogen dioxide pollution and spread ability of COVID-19 in Chinese cities
Author(s): Y. Yao, J. Pan, Z. Liu, X. Meng, W. Wang, H. Kan and W. Wang
Health Variables: COVID-19 case, Transmission rate (R0)
Region/Country: China
Environmental Variable: air quality
DOI: https://doi.org/10.1101/2020.03.31.20048595 Data Sources:
COVID-19 confirmed case information reported by the 21 National Health Commission and the Provincial Health Commissions of China; Hourly NO2 data were obtained from the National Urban Air Quality
7 Publishing Platform, which is administered by
8 China�s Ministry of Environmental Protection; Meteorological data including daily mean
12 temperature and relative humidity were collected from the China
13 Meteorological Data Sharing Service System. |