You asked why the rims might be getting so hot? It's for sure one of two things... either the brakes are binding up causing a great deal of heat (that would be very noticeable...) the other and more likely one is that it might be a wheel bearing failure..

Is there a noise coming from the wheel while driving?

Those are tanky vehicles indeed! Does it have a manual or automatics gearbox?