Hang it up!
Instead of mounting shelves with conventional brackets, make a hanging shelf. Use strong cord or plastic-coated wire. Bend it in half. Attach the ends to either side of the shelf. Hang the shelf by placing the bend in the hook in the wall. Store interesting knick-knacks or small potted plants on your shelf.