Like their cousins in the deciduous forest temperate rain forest animals must spend much of the warm seasons preparing for winter. In the fall the leaves will fall off of the trees. Temperate Deciduous Forest Animals List In the past there were more deciduous forests but many of these forests were cleared to make land for growing crops.