As far as i know the only place to get them from is Sparco. I would just call them up and see what it would cost to get you a new cover. Also it seems pretty easy to replace cause there is a string that runs along the entire edge of the fabric, so once you cover it you simply pull the string and tie it together much like a hood on a sweatshirt.
Bookmarks