Lake Asbury is an unincorporated community and census-designated place in Clay County, Florida, United States. It is referred to as the Asbury Lake CDP by the U.S. Census Bureau. The population at the 2020 census was 11,036, up from 8,700 at the 2010 census. It is part of the Jacksonville, Florida Metropolitan Statistical Area.