I found this idea on another message board somewhere so it's not my original idea.
In order to keep the scraps with the pad, I attached a plastic sandwich bag to the back cover of the pad with my ATG adhesive. Just simply place the scraps there when you are done. This has worked well for me so far.
I keep my pads stacked inside a cubby in my craft room.