The police vehicle, located on Bath Street close to the Esplanade Bar & Restaurant, appears to have been struck by a heavy object.
A large dent is also visible in the bonnet of the car.
Visitors have been flocking to Portobello Beach in recent days due to the warm and sunny weather.
Details of exactly what caused the damage are unclear at this stage.
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