Walsenburg is the statutory city that is the county seat and the most populous municipality of Huerfano County, Colorado, United States. …Walsenburg is the statutory city that is the county seat and the most populous municipality of Huerfano County, Colorado, United States. The city population was 3,049 at the 2020 census, down from 3,068 in 2010.