After a moments thought, I realized the energy loss to rolling resistance is probably trivial compared to the weight of cargo a touring cyclist lifts over hills and mountains, and even insignificant compared to the energy required to push all that very non-aerodynamic gear through the air. The frontal area of a touring bike with panniers, powered by an upright-sitting cyclist must be twice that of the average club cyclist out on a group ride on their road bike.