You could use a large sheet of plexiglass over them, though we tried that and didn't like the look for this particular game. Or, you could just make little scotch tape "rolls" and put them on the underside to hold them to your table. That's what we did so the terrain didn't slide around.
We use Funtac! Doesn't have the chance to mess up the paper like tape does.