Shallow trench isolation is combined with optional deep trenches that are self-aligned with the shallow trenches, at the corners of the shallow trenches, and have a deep trench width that is controlled by the thickness of a temporary sidewall deposited in the interior of the shallow trench and is limited by the sidewall deposition thickness of the deep trench fill.