Impact of Meteorological Conditions on the Dynamics of the COVID-19 Pandemic in Poland

被引:16
|
作者
Bochenek, Bogdan [1 ]
Jankowski, Mateusz [2 ]
Gruszczynska, Marta [1 ]
Nykiel, Grzegorz [1 ,3 ]
Gruszczynski, Maciej [4 ]
Jaczewski, Adam [1 ]
Ziemianski, Michal [1 ]
Pyrc, Robert [1 ]
Figurski, Mariusz [1 ,3 ]
Pinkas, Jaroslaw [2 ]
机构
[1] Natl Res Inst, Inst Meteorol & Water Management, PL-01673 Warsaw, Poland
[2] Sch Publ Hlth, Ctr Postgrad Med Educ, PL-01826 Warsaw, Poland
[3] Gdansk Univ Technol, Fac Civil & Environm Engn, PL-80233 Gdansk, Poland
[4] Cent Off Measures, Time & Frequency Lab, PL-00137 Warsaw, Poland
关键词
COVID-19; SARS-CoV-2; coronavirus; temperature; relative humidity; sunshine; transmission; Poland; PRINCIPAL COMPONENT ANALYSIS; ENVIRONMENTAL-FACTORS; SEASONALITY; TRANSMISSION; VARIABILITY; EUROPE; TEMPERATURE; MORTALITY; HUMIDITY; WEATHER;
D O I
10.3390/ijerph18083951
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the novel coronavirus. The role of environmental factors in COVID-19 transmission is unclear. This study aimed to analyze the correlation between meteorological conditions (temperature, relative humidity, sunshine duration, wind speed) and dynamics of the COVID-19 pandemic in Poland. Data on a daily number of laboratory-confirmed COVID-19 cases and the number of COVID-19-related deaths were gatheredfrom the official governmental website. Meteorological observations from 55 synoptic stations in Poland were used. Moreover, reports on the movement of people across different categories of places were collected. A cross-correlation function, principal component analysis and random forest were applied. Maximum temperature, sunshine duration, relative humidity and variability of mean daily temperature affected the dynamics of the COVID-19 pandemic. An increase intemperature and sunshine hours decreased the number of confirmed COVID-19 cases. The occurrence of high humidity caused an increase in the number of COVID-19 cases 14 days later. Decreased sunshine duration and increased air humidity had a negative impact on the number of COVID-19-related deaths. Our study provides information that may be used by policymakers to support the decision-making process in nonpharmaceutical interventions against COVID-19.
引用
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页数:13
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