Explore details about location Rushmore Avenue. Rushmore Avenue is a location situated within the Sheridan County alongside other areas such as East 3rd Street, Airport Road, Sandy Lane. Additionally, some smaller parts of Rushmore Avenue include specific areas like Nelson Avenue, Church Street adding to the diversity of its landscape.