Both the permanent scenery and the temporary scenery have their advantages and disadvantages. I've been involved with one group that did it each way - the great part about the permanent track and scenery was the fast setup time at the venue - the disadvantage was transport.
One thing that I might suggest, permanent scenery or not would be a removable backdrop - if you can remove it, it is considerably easier to stack / move the modules.
-Joey