I store mine in a closet with sliding mirror doors which help keep out dust and light. I wrapped mine on a 6"x24" ruler for uniformity, and it's easier to find when I need a certain color.
My DH also fixed the back of a door up with pegboard for I can easily store my rulers, as shown in the pic.