Today is a bit cloudy. The temperatures are slowly going down from one day to another because fall has been begun.

Today it is a bit cloudy. The temperature is slowly getting lower from one day to another because fall season has begun. You can also say: Today it is a little cloudy. The temperature is slowly decreasing from one day to another because fall season is upon us.