Bibliography

Abstract

Compensation of inaccurate meteorological data in source term determination problem using Bayesian methods

Tichý Ondřej, Šmídl Václav, Hýža M., Šindelářová Kateřina, Ulrych Lukáš, Belal Alkomiet

: Geophysical Research Abstracts

: EGU General Assembly 2018, (Vídeň, AT, 20180409)

: linear inverse problem, non-Gaussian statistics, ETEX

: http://library.utia.cas.cz/separaty/2018/AS/tichy-0489184.pdf

(eng): In this contribution, we propose two probabilistic models of the residue statistics. The first model is based on the assumption of non-Gaussian statistics of the residue. In particular, we choose Student-t model of the residues and design a Variational Bayesian estimation procedure for the source term. The second model is based on Gaussian model of the residues with non-diagonal covariance matrix.

: BB

: 10103