Explore details about location Autumn Grove. Autumn Grove is a location situated within the Mitcham alongside other areas such as The Glade, Sunshine Avenue, Creek Road. Additionally, some smaller parts of Autumn Grove include specific areas like Lorikeet Street, Rooks Road adding to the diversity of its landscape.