How much warming occurs on a road surface due to traffic?

There has probably been research on this. State highway or transportation departments, or the US DOT may have employees who could direct you. Maybe the IIHS - Insurance Institute for Highway Safety, too. Someone somewhere has taken this question beyond the barstool.