Sherburn is a city in Martin County, Minnesota, United States. The population was 1,082 at the 2000 census. Interstate 90 and Minnesota State Highway 4 are two of the main arterial routes in the city. In 1988, Sherburn consolidated with neighboring Trimont and Welcome schools to form the Martin County West School District.