The autumn is a tranquil time of year. When summer comes to an end in the Northern Hemisphere the trees shed their leaves. This is their way of surviving the cold winter. The leaves change colour becoming yellow, orange and red, as nutrients are moved to the roots for reuse next spring.
In warmer parts of the world trees shed their leaves on the onset of the dry season. The shedding of leaves is a mechanism to survive cold or dry weather.