Explore details about location Geranium Avenue. Geranium Avenue is a location situated within the Floral Park alongside other areas such as Hanover Street, West Elder Avenue, Pansy Avenue. Additionally, some smaller parts of Geranium Avenue include specific areas like Miller Avenue, Cherry Street, Beech Street adding to the diversity of its landscape.