Is there a difference between ground cloves and clove powder? Can I easily substitute one for the other?
No, spices are commonly sold as "X powder" or "ground X". As far as I can tell, they are likely the same thing. The only thing I might imagine would be different would be the size of the grind.
I would imagine yes, you can substitute one for the other.