Climate and the spread of COVID-19

被引:0
作者
Simiao Chen
Klaus Prettner
Michael Kuhn
Pascal Geldsetzer
Chen Wang
Till Bärnighausen
David E. Bloom
机构
[1] Heidelberg University,Heidelberg Institute of Global Health, Heidelberg University Medical School
[2] Chinese Academy of Medical Sciences and Peking Union Medical College, Department of Economics
[3] Vienna University of Economics and Business,Wittgenstein Centre (IIASA, VID/ÖAW, WU)
[4] Vienna Institute of Demography,Economic Frontiers Program
[5] International Institute for Applied Systems Analysis (IIASA) ,Division of Primary Care and Population Health, Department of Medicine
[6] Stanford University,Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine
[7] National Clinical Research Center for Respiratory Diseases,Department of Global Health and Population
[8] China–Japan Friendship Hospital,undefined
[9] Chinese Academy of Engineering,undefined
[10] Africa Health Research Institute (AHRI),undefined
[11] Harvard T.H. Chan School of Public Health,undefined
来源
Scientific Reports | / 11卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Visual inspection of world maps shows that coronavirus disease 2019 (COVID-19) is less prevalent in countries closer to the equator, where heat and humidity tend to be higher. Scientists disagree how to interpret this observation because the relationship between COVID-19 and climatic conditions may be confounded by many factors. We regress the logarithm of confirmed COVID-19 cases per million inhabitants in a country against the country’s distance from the equator, controlling for key confounding factors: air travel, vehicle concentration, urbanization, COVID-19 testing intensity, cell phone usage, income, old-age dependency ratio, and health expenditure. A one-degree increase in absolute latitude is associated with a 4.3% increase in cases per million inhabitants as of January 9, 2021 (p value < 0.001). Our results imply that a country, which is located 1000 km closer to the equator, could expect 33% fewer cases per million inhabitants. Since the change in Earth’s angle towards the sun between equinox and solstice is about 23.5°, one could expect a difference in cases per million inhabitants of 64% between two hypothetical countries whose climates differ to a similar extent as two adjacent seasons. According to our results, countries are expected to see a decline in new COVID-19 cases during summer and a resurgence during winter. However, our results do not imply that the disease will vanish during summer or will not affect countries close to the equator. Rather, the higher temperatures and more intense UV radiation in summer are likely to support public health measures to contain SARS-CoV-2.
引用
收藏
相关论文
共 50 条
[31]   The effect of climate on the spread of the COVID-19 pandemic: A review of findings, and statistical and modelling techniques [J].
Briz-Redon, Alvaro ;
Serrano-Aroca, Angel .
PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT, 2020, 44 (05) :591-604
[32]   Visualization of COVID-19 spread based on spread and extinction indexes [J].
SongHai ZHANG ;
Yun CAI ;
Jian LI .
ScienceChina(InformationSciences), 2020, 63 (06) :220-222
[33]   Visualization of COVID-19 spread based on spread and extinction indexes [J].
Zhang, Song-Hai ;
Cai, Yun ;
Li, Jian .
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 63 (06)
[34]   Visualization of COVID-19 spread based on spread and extinction indexes [J].
Song-Hai Zhang ;
Yun Cai ;
Jian Li .
Science China Information Sciences, 2020, 63
[35]   International, national and local trends in the spread of COVID-19: a geographic view of COVID-19 spread and the role to be played by coproduction [J].
Schmidt, Peter ;
Nelson, Eugene C. ;
Kearney, Gregory ;
Kraft, Sally ;
Oliver, Brant J. .
INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE, 2021, 33 :71-77
[36]   A Statistical Investigation into the COVID-19 Outbreak Spread [J].
Parvin, Rehana .
ENVIRONMENTAL HEALTH INSIGHTS, 2023, 17
[37]   Positivity rate: an indicator for the spread of COVID-19 [J].
Al Dallal, Ahmed ;
AlDallal, Usama ;
Al Dallal, Jehad .
CURRENT MEDICAL RESEARCH AND OPINION, 2021, 37 (12) :2067-2076
[38]   The impact of crowd gatherings on the spread of COVID-19 [J].
Liu, Chuwei ;
Huang, Jianping ;
Chen, Siyu ;
Wang, Danfeng ;
Zhang, Li ;
Liu, Xiaoyue ;
Lian, Xinbo .
ENVIRONMENTAL RESEARCH, 2022, 213
[39]   Political distrust and the spread of COVID-19 in Nigeria [J].
Ezeibe, Christian C. ;
Ilo, Chukwudi ;
Ezeibe, Ezinwanne N. ;
Oguonu, Chika N. ;
Nwankwo, Nnamdi A. ;
Ajaero, Chukwuedozie K. ;
Oasadebe, Nnabuike .
GLOBAL PUBLIC HEALTH, 2020, 15 (12) :1753-1766
[40]   Mobility functional areas and COVID-19 spread [J].
Stefano Maria Iacus ;
Carlos Santamaria ;
Francesco Sermi ;
Spyridon Spyratos ;
Dario Tarchi ;
Michele Vespe .
Transportation, 2022, 49 :1999-2025