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The risk of spread of COVID-19 significantly decrease for relative humidity between 72 and 76% and leveled afterwards. The results indicate that wind speed and pressure have a positive linear relationship with the risk of spread of COVID-19 whilst temperature and humidity have a non-linear relationship with the spread of COVID-19. These findings highlight the need for policy makers to design effective countermeasures for controlling the spread as we are still within the low temperature season. The results indicate that wind speed and pr