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Does climate help modeling COVID-19 risk and to what extent?

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Writing – review & editing: Giovanni Scabbia, Antonio Sanfilippo, Annamaria Mazzoni, Dunia Bachour, Daniel Perez-Astudillo, Veronica Bermudez, Etienne Wey, Mathilde Marc- hand-Lasserre, Laurent Saboret. References 1. Bukhari, Q. and Y. Jameel, Will coronavirus pandemic diminish by summer? SSRN 3556998, 2020. 2. Dong E., Du H., and Gardner L., An interactive web-based dashboard to track COVID-19 in real time. The Lancet infectious diseases, 2020. 20(5): p. 533–534. 3. Briz-Redo´n A´ . and Serrano-Aroca A´ ., The effect of climate on the spread of the COVID-19 pandemic: A review of findings, and statistical and modelling techniques. Progress in Physical Geography: Earth and Environment, 2020. 44(5): p. 591–604. 4. Mecenas P., et al., Effects of temperature and humidity on the spread of COVID-19: A systematic review. medRxiv, 2020. https://doi.org/10.1371/journal.pone.0238339 PMID: 32946453 5. Moriyama M., Hugentobler W.J., and Iwasaki A., Seasonality of respiratory viral infections. Annual review of virology, 2020. 7. 6. Al-Ahmadi K., Alahmadi S., and Al-Zahrani A., Spatiotemporal clustering of Middle East respiratory syn- drome coronavirus (MERS-CoV) incidence in Saudi Arabia, 2012–2019. International journal of envi- ronmental research and public health, 2019. 16(14): p. 2520. https://doi.org/10.3390/ijerph16142520 PMID: 31311073 7. Altamimi A. and Ahmed A.E., Climate factors and incidence of Middle East respiratory syndrome coro- navirus. Journal of Infection and Public Health, 2020. 13(5): p. 704–708.

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