I started riding in shorts, and changing into office pants in the bathroom at work. Like others have already said, the shorts make a huge difference in reducing the amount that I sweat.

Your long pants may save you a bit of road rash if you fall, but the long sleeve shirt will probably not do much. You're better off trying to wear thinner clothing on the ride.