Accounting for uncertain 3D elastic structure in fault slip estimates

Abstract:

Earthquake source estimates are affected by many types of uncertainties, deriving from observational errors, modeling choices and our simplified description of the Earth's interior. While observational errors are often accounted for, epistemic uncertainties, which stem from our imperfect description of the forward model, are usually neglected. In particular, 3D variations in crustal properties are rarely considered. 3D crustal heterogeneity is known to largely affect estimates of the seismic source, using either geodetic or seismic data. Here, we use a perturbation approach to investigate, and account for, the impact of epistemic uncertainties related to 3D variations of the mechanical properties of the crust. We validate our approach using a Bayesian sampling procedure applied to synthetic geodetic data generated from 2D and 3D finite-fault models. We show that accounting for uncertainties in crustal structure systematically increases the reliability of source estimates.