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Do Temperature and Humidity Affect the Transmission of SARS-CoV-2?-A Flexible Regression Analysis.

Md Rezaul KarimMst Bithi AkterSejuti HaqueNazmin Akter
Published in: Annals of data science (2021)
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly transmissible virus that causes Coronavirus disease 2019 (COVID-19). Temperature and humidity are two essential factors in the transmission of SARS-CoV-2 affect the respiratory system of human. This study aimed to investigate the effects of temperature and humidity on the transmission of SARS-CoV-2 and the Spread Covid-19. The daily number of SARS-CoV-2 infected new cases, and the number of death due to Covid-19 are considered the response variables. Data are collected from March 08, 2020 to January 31, 2021. A flexible regression model under the Generalized Additive Models for Location Scale and Shape framework is used to analyze data. The temperature and humidity have a significant impact on the transmission of SARS-CoV-2. The temperature is highly significant in the number of SARS-CoV-2 infected new cases and number of death due to COVID-19. In contrast, the humidity is significant on the number of SARS-CoV-2 infected new cases, but it is insignificant on the number of death due to COVID-19 at a 5% level of significance. The analysis revealed that both the temperature and humidity inversely affected the daily number of deaths and new cases of COVID-19.
Keyphrases
  • sars cov
  • respiratory syndrome coronavirus
  • coronavirus disease
  • physical activity
  • endothelial cells
  • magnetic resonance imaging
  • computed tomography
  • single cell
  • deep learning
  • data analysis