I think it depends on the cover ... but I think the best way is to pry the edges (carefully) all the way around until the cover pops off.
Of course, with my new full moon covers, that's the only option I have.
Clear covers? I think they'd get dirty, scratched and pitted quickly ... then look very, very poor.