We are thinking of fencing in an area in our backyard to hopefully keep puppy away from growing mushrooms. If we would install this would it prevent mushroom growth?

You could place our weed barrier underneath and install the turf on top of it. The weed barrier will prevent anything (like weed/grass) from growing into the turf. However, you may want to consider a certain chemical treatment to get rid of the mushrooms permanently.