The Gigg Lane playing surface has been covered since Saturday evening but failed to beat frost and sub-zero temperatures.
A local referee confirmed the postponement after a Friday morning inspection.
Boro and Bury will work with the Football League to arrange a new date for the fixture.
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Pitchside Europe - Tue, May 21, 2013 08:38 BST