At present, the spread of COVID-19 has caused many infections in our country, which have not yet been brought under control. The government declared a state of emergency in April 2020 and requested the public to refrain from going out unnecessarily. The impact of the spread of COVID-19 is not only threatening people’s lives and health, but also the economy and people’s action and attitudes. Therefore, in order to study the future of the town planning, this study clarified the changes of staying population due to COVID-19 from the viewpoint of land use.