The 22-year old Australian defender scored the only goal of the game just after the half-hour mark, beating ADO keeper Gino Coutinho from a rebound.
The goal was Davidson's first goal for Heracles since he joined the club from Portuguese side Pacos de Ferreira in January 2012 and allowed them to move up to 10th on the Dutch table.
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