The meaning is obvious and perfect for a girl born at this time of year. Maybe she will as sweet as apple pie with a personality as colorful as Autumn leaves. "Autumn" is also listed as #93 in our Top 100 Baby Girl Names List.
Some variations and similar names: Aaliyah, Aaron, Abagail, Abbey, Abigale