The emergency services, including a fire major incident unit, were sent to the scene at Charleston Road in Cove shortly after 08:30.
It is understood the incident involved the roof of a house at a building site.
The Scottish Ambulance Service said one man was taken to Aberdeen Royal Infirmary. The extent of his injuries was not yet known.
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