rx1 heat shield

I need to replace the two heat shields that "sandwich" the exhaust manifolds just off the engine. I bought replacements and need to somehow remove and replace those 5 rivets in lower shield. (PIC POSTED) There isn't room with the rivet gun I have as the engine is above rivets. Any advice from...