COVID-19 mortality: positive correlation with cloudiness and sunlight but no correlation with latitude in Europe
Omer, S.; Iftime, A.; Burcea, V. A.
Show abstract
We systematically investigated an ongoing debate about the possible correlation between SARS-CoV-2 (COVID-19) epidemiological outcomes and solar exposure in European countries, in the period of March - December 2020. For each country, we correlated its mortality data with: i) objective sky cloudiness (as cloud fraction) derived from satellite weather data, ii) solar insolation (watt/square metre at ground level), iii) latitude. We found a positive correlation between the monthly mortality rate and the overall cloudiness in that month (Pearsons r(35)=.68, P<.001; averaged linear model fitting the data, adjusted R2 =0.45). In an additional month-by-month analysis, 17% to 59% of the variance in COVID-19 mortality/million appears to be predicted by the cloudiness fraction of the sky, except in the last two months of 2020. We did not find any statistical significant correlation with insolation, nor with latitude of the countries, when the "latitude of a country" was precisely defined as the average landmass location (country centroid). The unexpected correlation found between cloudiness and mortality could perhaps be explained by the following: 1) heavy cloudiness is linked with colder outdoor surfaces, which might aid virus survival; 2) reduced evaporation rate; 3) moderate pollution may be linked to both cloudiness and mortality; and 4) large-scale behavioural changes due to cloudiness (which perhaps drives people to spend more time indoors and thus facilitates indoor contamination).
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The lower COVID-19 related mortality and incidence rates in Eastern European countries are associated with delayed start of community circulation 93%
- Recommended distances for physical distancing during COVID-19 pandemics reveal cultural connections between countries 91%
- The association between socioeconomic status and pandemic influenza: systematic review and meta-analysis 91%
Similar papers in this journal
- Colder and drier winter conditions are associated with greater SARS-CoV-2 transmission: a regional study of the first epidemic wave in north-west hemisphere countries 94%
- Solar UV–B/A Radiation is Highly Effective in Inactivating SARS-CoV-2 93%
- Investigating the effects of absolute humidity and human encounters on transmission of COVID-19 in the United States 92%
Similar papers in this journal
- Relationship between COVID-19 pandemic and ecological, economic, and social characteristics 91%
- Adaptive time-dependent priors and Bayesian inference to evaluate SARS-CoV-2 public health measures validated on 31 countries 90%
- Mathematical modeling of SARS-CoV-2 variant substitutions in European countries: Transmission dynamics and epidemiological insights 90%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.