A trade-off solution of regularized geophysical inversion using model resolution and covariance matrices

Regularization is necessary for inversion of ill-posed geophysical problems. Appraisal of inverse<br>models is essential to a meaningful interpretation of these models. Because uncertainties are associated<br>with regularization parameters, extra conditions are usually required to determine proper parameters for<br>assessing inverse models.