15 PHS Gold A. japonicum 'Aconitifolium' Fernleaf Full Moon Maple  (Acer japonicum 'Aconitifolium') This particular Japanese maple is a dwarf tree, just 8 to 10 feet tall, with delicate fern-like leaves that turn a brilliant red color in autumn. Shade Plants, Cool Plants, Low Growing Shrubs, Garden Show