The task of predicting the depth profile of an area ofcorrosion is not straightforward. The relationship betweenthe recorded magnetic flux leakage and defect depth iscomplex and highly nonlinear; even for simple isolated pitssources of variation include the ILI vehicle build, magnetstrength, wall thickness, pipe material, vehicle speed, andof course, the shape of the pit itself.