Others have mentioned lights and a pump, +1 on those. With that rack, either panniers or a trunk bag. The trunk bag may be preferable if heel strikes is an issue. If you go with a backpack, then you don't need the rack.

I don't know about the gearing regarding using that bike to tour. It may not work out.