If you use a balanced antenna you don't need an "RF ground" but if it is located outside on the roof then it certainly needs a ground connection to a ground rod or building steel to help protect against lightning damage. Without it, even a nearby strike can couple enough energy into the antenna and coax to arc over somewhere and start a fire.
The simpel solution to a nerbye strike is to unplug the radio when not operating.