Spatio-temporal analysis of meteorological factors in abating the spread of COVID-19 in Africa

被引:34
作者
Adekunle, Ibrahim Ayoade [1 ]
Tella, Sheriffdeen Adewale [1 ]
Oyesiku, Kayode O. [2 ]
Oseni, Isiaq Olasunkanmi [1 ]
机构
[1] Olabisi Onabanjo Univ, Dept Econ, Ago Iwoye, Ogun State, Nigeria
[2] Olabisi Onabanjo Univ, Dept Geog, Ago Iwoye, Ogun State, Nigeria
关键词
Climatology; Environmental analysis; Environmental economics; Environmental health; Environmental impact assessment; Mean temperature; Average wind speed; Relative humidity; COVID-19; Climatic conditions; Africa;
D O I
10.1016/j.heliyon.2020.e04749
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In Asia, Europe and South America, the role of atmospheric condition in aiding or abating the growth curve of COVID-19 has been analysed. However, no study to date has examined such climatic extensions for the growth or otherwise of the novel coronavirus in Africa. Africa, with a mostly relatively warmer temperature differs from other regions of the world and in addition, has recorded far fewer cases compared to Asian, Europeans and the Americans (North and South). It then becomes imperative to examine the influence of meteorological indices in the growth or otherwise of coronavirus diseases in Africa to establish whether findings on the climatic conditionsCOVID-19 growth are regionally specific. In this study, we examined the influence of meteorological factors for aiding or abating the spread of the aerosolised pathogen of COVID-19 in Africa. We rely on the generalised additive model (GAM) and found wind speed to positively relate to COVID-19 growth while mean temperature and relative humidity to inversely relates to COVID-19 growth curve in Africa. We accounted for potential cofounders in the core GAM model and discuss policy implications.
引用
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页数:6
相关论文
共 27 条
[1]   Modelling spatial variations of coronavirus disease (COVID-19) in Africa [J].
Adekunle, Ibrahim Ayoade ;
Onanuga, Abayomi Toyin ;
Akinola, Olanrewaju Olugbenga ;
Ogunbanjo, Olakitan Wahab .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 729
[2]  
Africa, 2008, ENV ATLAS
[3]   COVID-19: Disease, management, treatment, and social impact [J].
Ali, Imran ;
Alharbi, Omar M. L. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 728
[4]   A spatio-temporal analysis for exploring the effect of temperature on COVID-19 early evolution in Spain [J].
Briz-Redon, Alvaro ;
Serrano-Aroca, Angel .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 728
[5]  
Coccia M., 2020, 2 MECH ACCELERATED D
[6]   Factors determining the diffusion of COVID-19 and suggested strategy to prevent future accelerated viral infectivity similar to COVID [J].
Coccia, Mario .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 729
[7]   Effect of changes in season and temperature on cardiovascular mortality associated with nitrogen dioxide air pollution in Shenzhen, China [J].
Duan, Yanran ;
Liao, Yi ;
Li, Hongyan ;
Yan, Siyu ;
Zhao, Zhiguang ;
Yu, Shuyuan ;
Fu, Yingbin ;
Wang, Zhihui ;
Yin, Ping ;
Cheng, Jinquan ;
Jiang, Hongwei .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 697
[8]  
Ellwanger JH, 2018, LANCET PLANET HEALTH, V2, pE475, DOI 10.1016/S2542-5196(18)30238-9
[9]   The nexus between COVID-19, temperature and exchange rate in Wuhan city: New findings from partial and multiple wavelet coherence [J].
Iqbal, Najaf ;
Fareed, Zeeshan ;
Shahzad, Farrukh ;
Xin He ;
Shahzad, Umer ;
Ma Lina .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 729
[10]   The sensitivity and speci ficity analyses of ambient temperature and population size on the transmission rate of the novel coronavirus (COVID-19) in different provinces of Iran [J].
Jahangiri, Mehdi ;
Jahangiri, Milad ;
Najafgholipour, Mohammadamir .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 728