Institute of Meteorology and Water Management-National Research Institute, 01-673 Warsaw, Poland.
Centre of Postgraduate Medical Education, School of Public Health, 01-826 Warsaw, Poland.
Int J Environ Res Public Health. 2021 Apr 9;18(8):3951. doi: 10.3390/ijerph18083951.
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.
新型冠状病毒病(COVID-19)是由新型冠状病毒引起的传染病。环境因素在 COVID-19 传播中的作用尚不清楚。本研究旨在分析气象条件(温度、相对湿度、日照时间、风速)与波兰 COVID-19 大流行动态之间的相关性。从官方政府网站收集了实验室确诊的 COVID-19 病例和 COVID-19 相关死亡人数的每日数据。使用了来自波兰 55 个天气站的气象观测数据。此外,还收集了关于不同类别人群流动的报告。应用了互相关函数、主成分分析和随机森林。最高温度、日照时间、相对湿度和平均日温差变率影响 COVID-19 大流行的动态。温度和日照小时数的增加减少了确诊的 COVID-19 病例数。高湿度的出现导致 COVID-19 病例数在 14 天后增加。日照时间减少和空气湿度增加对 COVID-19 相关死亡人数有负面影响。我们的研究提供了可能被决策者用于支持针对 COVID-19 的非药物干预决策过程的信息。