Originally Posted by nealtw
I wouldn't leave them laying on the ground.
It's probably classified in the NEC as a damp or wet location and so you are supposed to use UF cable.
I guess if you megger it once in a while and see a significant degradation in the insulation resistance it should be replaced.
Another test would be to put a GFCI upstream of this cable.