Past exam of the MPhil in micro- and nanotechnology enterprise course of the University of Cambridge / 2018 / Paper 1 / Section A(i) / 2 / ii / Solution

AFM image flattening estimates an unwanted background and subtracts it from the recorded height:A plane removes overall tilt; a line-by-line constant or low-order fit removes line offsets or curvature. For a tip-change height jump, align the baselines of unchanged reference regions on either side of the event, using a piecewise offset or appropriately masked line fits. A single global plane cannot in general remove an abrupt step.

Exclude genuine features from the fit, use the same terrace as a reference where possible, and retain the unprocessed data. The corrected image has a consistent relative background; it does not establish that the interaction force, tip shape or absolute height calibration remained unchanged. In particular, flattening is a correction for the offset component of a tip-change artefact, not a repair of every consequence of a changed tip.