A water bed patch kit should work, or a bicycle tyre patch. Scuff up the surface and the back of the patch a little bit with some sandpaper and make sure it is dry before you glue the patch on.
I went to a pool supply store and asked for a pool patch (use their glue too, it actually works even BETTER underwater, so wetness isn't an issue)... works PERFECTLY.