International Journal of Environmental Research and Public Health | 卷:17 |
Preliminary Analysis of Relationships between COVID19 and Climate, Morphology, and Urbanization in the Lombardy Region (Northern Italy) | |
Alessandro Cecili1  Andrea Giuliacci2  Enrico Miccadei3  Massimiliano Fazzini3  Fabrizio Pregliasco4  Claudio Bna5  Sonia Illuminati5  Claudia Baresi5  Carlo Bisci6  | |
[1] Department of Geology, University Roma Tre, 00187 Roma, Italy; | |
[2] Department of Physics, University of Milan Bicocca, 20124 Milan, Italy; | |
[3] INGEO, University of Chieti-Pescara, 66100 Chieti, Italy; | |
[4] IRCCS Istituto Ortopedico Galeazzi, University of Milan, 20136 Milan, Italy; | |
[5] Poliambulanza Foundation Hospital, 25124 Brescia, Italy; | |
[6] School of Science and Technology, University of Camerino, 62032 Camerino, Italy; | |
关键词: Coronavirus disease 2019 (COVID-19); temperate sub-continental climate; Lombardy; temperature; solar radiation; Italy; | |
DOI : 10.3390/ijerph17196955 | |
来源: DOAJ |
【 摘 要 】
The coronavirus disease 2019 (COVID-19) pandemic is the most severe global health and socioeconomic crisis of our time, and represents the greatest challenge faced by the world since the end of the Second World War. The academic literature indicates that climatic features, specifically temperature and absolute humidity, are very important factors affecting infectious pulmonary disease epidemics - such as severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS); however, the influence of climatic parameters on COVID-19 remains extremely controversial. The goal of this study is to individuate relationships between several climate parameters (temperature, relative humidity, accumulated precipitation, solar radiation, evaporation, and wind direction and intensity), local morphological parameters, and new daily positive swabs for COVID-19, which represents the only parameter that can be statistically used to quantify the pandemic. The daily deaths parameter was not considered, because it is not reliable, due to frequent administrative errors. Daily data on meteorological conditions and new cases of COVID-19 were collected for the Lombardy Region (Northern Italy) from 1 March, 2020 to 20 April, 2020. This region exhibited the largest rate of official deaths in the world, with a value of approximately 1700 per million on 30 June 2020. Moreover, the apparent lethality was approximately 17% in this area, mainly due to the considerable housing density and the extensive presence of industrial and craft areas. Both the Mann–Kendall test and multivariate statistical analysis showed that none of the considered climatic variables exhibited statistically significant relationships with the epidemiological evolution of COVID-19, at least during spring months in temperate subcontinental climate areas, with the exception of solar radiation, which was directly related and showed an otherwise low explained variability of approximately 20%. Furthermore, the average temperatures of two highly representative meteorological stations of Molise and Lucania (Southern Italy), the most weakly affected by the pandemic, were approximately 1.5 °C lower than those in Bergamo and Brescia (Lombardy), again confirming that a significant relationship between the increase in temperature and decrease in virulence from COVID-19 is not evident, at least in Italy.
【 授权许可】
Unknown