Determination of the dependence between climatic factors and Covid-19 disease incidence

O. Mitryasova, A. Pryhodko
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Abstract

The purpose of research consists in definition and an estimation of climatic factors influence on disease incidence of Covid-19 on an example of Mykolaiv city. In research we used such scientific methods: theoretical methods: analysis, synthesis, monitoring, systematization, generalization. For research facility, were held by calculations based on software Microsoft Excel. The calculations were performed using the formula correlation. Results. The study examines the influence of climatic factors such as air temperature, humidity, solar radiation activity, wind speed, rainfall, and length of daylight. For the pair «Disease incidence – Temperature» the correlation coefficient is −0.74. For the pair «Disease incidence − Solar Radiation» correlation coefficient is −0.71. For the pair «Disease incidence – Daylight hours» correlation coefficient is −0.70. Humidity, as a derivative of air temperature, is evidenced by a comparison of decline periods and growth of these values. In the spring, along with the increase in temperature, the humidity dropped, and in the fall, when the air temperature dropped, the humidity increased. This factor also affected the spread of the virus in the second half of the year, when the humidity increased the virus began to spread faster. For the pair «Disease incidence – Humidity» correlation coefficient is +0.73 (average direct correlation). Other climatic factors, such as wind speed and rainfall, have not been shown to have a significant effect on the rate of disease spread. For the pair «Disease incidence − Wind speed» correlation coefficient is +0.32, which corresponds to a weak direct correlation. For the pair «Disease incidence − Rainfall» correlation coefficient is −0.30, which indicates a weak inverse correlation. Conclusion. The results of the study show that the reduction of disease incidence is observed at high temperatures, high activity of solar radiation, and prolonged daylight, which determines the conditions for the prevention of such diseases and will improve the quality of life to achieve sustainable development.
气候因子与新冠肺炎发病率相关性的确定
研究的目的是定义和估计气候因素对新冠肺炎发病率的影响,以尼古拉耶夫市为例。在研究中采用了理论方法:分析、综合、监测、系统化、概括。对于研究设施,是根据微软Excel软件进行计算的。计算使用公式相关进行。结果。这项研究考察了气候因素的影响,如气温、湿度、太阳辐射活动、风速、降雨量和日照长度。对于“疾病发病率-温度”对,相关系数为- 0.74。对于这对«疾病发病率-太阳辐射»相关系数为- 0.71。对于这对«疾病发病率-白昼时间»相关系数为- 0.70。湿度,作为空气温度的衍生物,可以通过这些值的下降期和增长期的比较来证明。在春天,随着气温的升高,湿度下降,而在秋天,当空气温度下降时,湿度增加。这一因素也影响了下半年病毒的传播,当湿度增加时,病毒开始传播得更快。对于这对«疾病发病率-湿度»相关系数为+0.73(平均直接相关)。其他气候因素,如风速和降雨量,尚未显示对疾病传播率有重大影响。对于这对«疾病发病率-风速»相关系数为+0.32,对应于弱直接相关。对于这对«疾病发病率-降雨量»相关系数为- 0.30,这表明弱负相关。结论。研究结果表明,在高温、太阳辐射活跃度高和日照时间延长的情况下,疾病发病率会降低,这决定了预防这类疾病的条件,并将提高生活质量,实现可持续发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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