If not in concrete, and to remove them undamaged, I would make this clamp.
Two 2x4's or 2x6's, about 2ft long, two bolts, and a spacer to keep the "jaws" parallel. Maybe sandpaper on the inside board, or a bunch of small nails with points barely through. If really tight, it might take two...