For snow to fall, there needs to be moisture in the air and an atmospheric temperature at or below freezing. In general, snow will start sticking to the ground if the ground temperature is at least 41 F (5 C), otherwise the snowflakes will begin to melt. The intricate architecture of the snow is a key factor in the sound it makes when stepped on.