His Land Rover crashed on the A939 near Ballater, about 20 miles west of Aberdeen, on Sunday afternoon. Connolly, 65, has a home at nearby Candacraig.
No other vehicles were involved in the accident, the BBC reports.
Grampian Police dealt with several collisions over the weekend as a result of icy conditions in the region.
