National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania.
National Institute of R&D for Optoelectronics, Bucharest, Magurele, Romania.
Environ Res. 2022 Sep;212(Pt D):113437. doi: 10.1016/j.envres.2022.113437. Epub 2022 May 18.
During the ongoing global COVID-19 pandemic disease, like several countries, Romania experienced a multiwaves pattern over more than two years. The spreading pattern of SARS-CoV-2 pathogens in the Bucharest, capital of Romania is a multi-factorial process involving among other factors outdoor environmental variables and viral inactivation. Through descriptive statistics and cross-correlation analysis applied to daily time series of observational and geospatial data, this study aims to evaluate the synergy of COVID-19 incidence and lethality with air pollution and radon under different climate conditions, which may exacerbate the coronavirus' effect on human health. During the entire analyzed period 1 January 2020-21 December 2021, for each of the four COVID-19 waves were recorded different anomalous anticyclonic synoptic meteorological patterns in the mid-troposphere, and favorable stability conditions during fall-early winter seasons for COVID-19 disease fast-spreading, mostly during the second, and the fourth waves. As the temporal pattern of airborne SARS-CoV-2 and its mutagen variants is affected by seasonal variability of the main air pollutants and climate parameters, this paper found: 1) the daily outdoor exposures to air pollutants (particulate matter PM2.5 and PM10, nitrogen dioxide-NO, sulfur dioxide-SO, carbon monoxide-CO) and radon - Rn, are directly correlated with the daily COVID-19 incidence and mortality, and may contribute to the spread and the severity of the pandemic; 2) the daily ground ozone-O levels, air temperature, Planetary Boundary Layer height, and surface solar irradiance are anticorrelated with the daily new COVID-19 incidence and deaths, averageingful for spring-summer periods. Outdoor exposure to ambient air pollution associated with radon is a non-negligible driver of COVID-19 transmission in large metropolitan areas, and climate variables are risk factors in spreading the viral infection. The findings of this study provide useful information for public health authorities and decision-makers to develop future pandemic diseases strategies in high polluted metropolitan environments.
在当前全球 COVID-19 大流行期间,罗马尼亚与其他几个国家一样,在两年多的时间里经历了多波疫情模式。罗马尼亚首都布加勒斯特的 SARS-CoV-2 病原体传播模式是一个多因素过程,涉及室外环境变量和病毒失活等因素。本研究通过对观测和地理空间数据的日常时间序列应用描述性统计和交叉相关分析,旨在评估 COVID-19 发病率和死亡率与不同气候条件下的空气污染和氡的协同作用,这些因素可能会加剧冠状病毒对人类健康的影响。在整个分析期间(2020 年 1 月 1 日至 2021 年 12 月 21 日),在 COVID-19 的四个波次中,每一波次都记录到了中对流层不同的异常反气旋天气模式,以及秋季至初冬季节 COVID-19 疾病快速传播的有利稳定条件,主要发生在第二波和第四波。由于空气传播的 SARS-CoV-2 及其变异体的时间模式受到主要空气污染物和气候参数季节性变化的影响,本文发现:1)每日户外暴露于空气污染物(细颗粒物 PM2.5 和 PM10、二氧化氮-NO、二氧化硫-SO、一氧化碳-CO)和氡-Rn 与每日 COVID-19 发病率和死亡率直接相关,并可能导致大流行的传播和严重程度;2)每日地面臭氧-O 水平、气温、行星边界层高度和地表太阳辐射与每日新 COVID-19 发病率和死亡呈反相关,对春夏季平均有意义。暴露于环境空气中的空气污染与氡有关,是大城市地区 COVID-19 传播的重要驱动因素,气候变量是病毒感染传播的危险因素。本研究的结果为公共卫生当局和决策者提供了有用的信息,以便在高污染大都市环境中制定未来的大流行疾病策略。