Explore details about location Walnut Avenue. Walnut Avenue is a location situated within the Volusia County alongside other areas such as Baron Court, Oceanshore Drive, International Speedway Boulevard. Additionally, some smaller parts of Walnut Avenue include specific areas like Becker Boulevard adding to the diversity of its landscape.