Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, College of Life Sciences, Northwest University, Xi'an, People's Republic of China.
School of Statistics and Applied Mathematics, Anhui University of Finance and Economics, Bengbu, 233030, People's Republic of China.
Environ Sci Pollut Res Int. 2020 Nov;27(31):39657-39666. doi: 10.1007/s11356-020-10551-3. Epub 2020 Aug 22.
The coronavirus (COVID-19) pandemic is infecting the human population, killing people, and destroying livelihoods. This research sought to explore the associations of daily average temperature (AT) and air quality (PM) with the daily new cases of COVID-19 in the top four regions of Spain (Castilla y Leon, Castilla-La Mancha, Catalonia, and Madrid). To this end, the authors employ Pearson correlation, Spearman correlation, and robust panel regressions to quantify the overall co-movement between temperature, air quality, and daily cases of COVID-19 from 29 February to 17 July 2020. Overall empirical results show that temperature may not be a determinant to induce COVID-19 spread in Spain, while the rising temperature may reduce the virus transmission. However, the correlation and regression findings illustrate that air quality may speed up the transmission rate of COVID-19. Our findings are contrary to the earlier studies, which show a significant impact of temperature in raising the COVID-19 spread. The conclusions of this work can serve as an input to mitigate the rapid spread of COVID-19 in Spain and reform policies accordingly.
冠状病毒(COVID-19)大流行正在感染人类,导致人员死亡,摧毁人们的生计。本研究旨在探讨西班牙四大地区(卡斯蒂利亚-莱昂、卡斯蒂利亚-拉曼恰、加泰罗尼亚和马德里)的日平均温度(AT)和空气质量(PM)与每日新增 COVID-19 病例之间的关联。为此,作者采用 Pearson 相关系数、Spearman 相关系数和稳健面板回归来量化 2020 年 2 月 29 日至 7 月 17 日期间温度、空气质量和每日 COVID-19 病例之间的总体协同变化。总体实证结果表明,温度可能不是引发西班牙 COVID-19 传播的决定因素,而气温升高可能会降低病毒传播速度。然而,相关性和回归结果表明,空气质量可能会加速 COVID-19 的传播速度。我们的研究结果与早期研究结果相反,早期研究表明温度对提高 COVID-19 的传播具有重大影响。这项工作的结论可以作为减轻西班牙 COVID-19 快速传播的依据,并相应地调整政策。