Ability of the Different Inversion Methods to Handle the data Gaps

摘要

Inversion problem is always represented as different from different conditions, especially in the practical application problem such as geophysics, geodetics, ocean science and so on one of important theory about inversion problem is Bayesian. We shortly introduce basesian formulation, and some analysis has been done to decide the ability of the three methods on handling the data gaps. Each method has their special way to invert the data and give inference for data gaps with zero paddinglinearize interpolation or smooth way at different noise level.