This is a season that happens in parts of the world that aren't all that close to the Equator. There starts to be less Sun; there's nothing you can do about that. At the end of Autumn is Winter
There is a lot of material about Autumn already extant.
In Autumn trees are yellow, orange, and red, from the xanthophylls beta-carotene and anthocyanins.