More generally for fall, I adore Lynn Plourde's book Wild Child, and am always inspired by Pumpkins by Mary Lyn Ray. The Center for Children's Books offers bibliographies on Autumn and Art, Leaves are Falling, Native American Fiction and Non-Fiction.
What books do you go back to, as the air chills?