2. Rapport / Camaraderie: Knowing someone in-person, having lunch/dinner/coffee with them, having watercooler talks about casual stuff etc builds a rapport, which helps build closer work relationships. I don't think people in remote locations are any different than my colleagues here, but the rapport is simply not there if I am going to meet them on video conf or IM only a few times a week.
3. Impromptu discussions: These are triggered by spontaneous ideas, and ideas do not come according to a fixed schedule of meetings. By not having remote workers in these discussions, both sides lose (by not having more brains, as well as by missing out).