Meteorological Factors and the Spread of COVID-19: A Territorial Analysis in Italy

IF 2.3 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Telesca Vito, Castronuovo Gianfranco, Favia Gianfranco, Marra Mariarosaria, Rondinone Marica, Ceppi Alessandro
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引用次数: 0

Abstract

The COVID-19 pandemic has generated significant global impacts on health and society, imposing a comprehensive analysis of its influencing factors, including weather variables. This study investigates the interaction between meteorological conditions and the spread of COVID-19 in three Italian regions: Lombardia, Emilia-Romagna, and Puglia. Effects of weather variables, such as air temperature, relative humidity, dew point, solar radiation, wind speed, and barometric pressure, are explored in the incidence of disease. Observed meteorological and health data are taken from various sources, such as the citizen-science Meteonetwork Association and the National Department of Civil Protection, respectively, and they are analyzed with statistical methods and machine learning algorithms. The study emphasizes the necessity of carefully considering key meteorological quantities as primary drivers in illness diffusion and prevention strategies, offering valuable insights to address challenges to the pandemic and ensure the safety of global communities. The results reveal a significant correlation between specific atmospheric variables and the spread of COVID-19, with dew point temperature as the most influential parameter at low air temperature values.

Abstract Image

气象因素与COVID-19的传播:意大利的地域分析
新冠肺炎疫情对全球健康和社会产生了重大影响,需要对包括天气变量在内的影响因素进行全面分析。本研究调查了意大利伦巴第、艾米利亚-罗马涅和普利亚三个地区的气象条件与COVID-19传播之间的相互作用。天气变量的影响,如气温、相对湿度、露点、太阳辐射、风速和气压,探讨了发病率。观测到的气象和卫生数据分别来自各种来源,如公民科学气象网络协会和国家民防部,并使用统计方法和机器学习算法对其进行分析。该研究强调有必要仔细考虑关键气象量作为疾病传播和预防战略的主要驱动因素,为应对大流行的挑战和确保全球社区的安全提供有价值的见解。结果表明,特定大气变量与COVID-19的传播具有显著的相关性,其中露点温度是低温下影响最大的参数。
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来源期刊
Meteorological Applications
Meteorological Applications 地学-气象与大气科学
CiteScore
5.70
自引率
3.70%
发文量
62
审稿时长
>12 weeks
期刊介绍: The aim of Meteorological Applications is to serve the needs of applied meteorologists, forecasters and users of meteorological services by publishing papers on all aspects of meteorological science, including: applications of meteorological, climatological, analytical and forecasting data, and their socio-economic benefits; forecasting, warning and service delivery techniques and methods; weather hazards, their analysis and prediction; performance, verification and value of numerical models and forecasting services; practical applications of ocean and climate models; education and training.
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