Influence of Absolute Humidity and Population Density on COVID-19 Spread and Decay Durations: Multi-prefecture Study in Japan

06/03/2020
by   Akimasa Hirata, et al.
0

This study analyzed the spread and decay durations of the COVID-19 pandemic in different prefectures of Japan. In Japan, in addition to affordable wide coverage health insurance systems, no medical collapse was observed, making accurate comparisons between prefectures possible. For the 19 prefectures included in this study that had daily maximum confirmed cases exceeding ten, the confirmed cases increased and decreased exponentially in the spread and decay durations in most of the prefectures. A good correlation was observed between the spread and decay durations (R2=0.37). However, some exceptions were observed in prefectures that are adjacent to primary prefectures (e.g., Tokyo, Osaka, Aichi, and Fukuoka) and in areas where people returned from foreign countries, which were defined origins of cluster infections. Excluding these prefectures, population density is shown to be the primary factor affecting spread and decay patterns, with correlations of 0.52 and 0.76, respectively. The absolute humidity also affected the spread duration (R2=0.40). These findings could be useful for intervention planning during potential future pandemics, including a second COVID-19 outbreak.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/28/2020

Correlation between COVID-19 morbidity and mortality rates in Japan and local population density, temperature and absolute humidity

This study analyzed the morbidity and mortality rates of the COVID-19 pa...
research
04/09/2021

The Effects of Air Quality on the Spread of the COVID-19. An Artificial Intelligence Approach

The COVID-19 pandemic considerably affects public health systems around ...
research
05/03/2020

Lived population density and the spread of COVID-19

We consider variations in the rate of spread of COVID-19, firstly compar...
research
05/19/2020

Spatial analysis and prediction of COVID-19 spread in South Africa after lockdown

What is the impact of COVID-19 on South Africa? This paper envisages ass...
research
11/05/2021

The Role of SARS-CoV-2 Testing on Hospitalizations in California

The rapid spread of the new SARS-CoV-2 virus triggered a global health c...
research
02/28/2022

Estimating Importation Risk of Covid-19 in Hurricane Evacuations: A Prediction Framework Applied to Hurricane Laura in Texas

In August 2020, as Texas was coming down from a large summer COVID-19 su...
research
02/19/2021

Numerical study of COVID-19 spatial-temporal spreading in London

Recent study reported that an aerosolised virus (COVID-19) can survive i...

Please sign up or login with your details

Forgot password? Click here to reset