Fall foliage refers to the leaves that fall from trees in autumn, and can also mean the colorful carpet of withered leaves that covers the ground during this season. Fall foliage is a result of trees' preparations for winter, where they stop producing chlorophyll and other nutrients, and the leaves wither and fall off.