The Nigerian cited the reason that "it was too far to travel" and will play his last game for Colin Todd's team against Colchester United on Saturday.
Adebola is expected to make his City comeback after three months out on loan for the reserves against Charlton at Nuneaton next Tuesday.
However, he will have to battle for a shirt as Craig Reid and Ben Mackey have both performed well for Steve Ogrizovic's side.