Explore details about location Scenic Drive. Scenic Drive is a location situated within the Baltimore County alongside other areas such as Shrewsberry Court, Gunview Farm Court, Glamis Garth. Additionally, some smaller parts of Scenic Drive include specific areas like Joppa Road adding to the diversity of its landscape.