 We developed a mathematical model to analyze the COVID-19 outbreak in Wuhan, China. The model takes into account multiple transmission pathways, including environmental reservoirs, as well as changing transmission rates due to the disease's dynamic nature. Our results showed that the virus will remain endemic, requiring long-term prevention and intervention efforts. This article was authored by Chayu Yang and Jin Wang.