COMPOSTI: A Python-based program for seismic trans-dimensional inversion

SoftwareX(2023)

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摘要
We introduce COMPOSTI - a software package to COMpute the POsterior from Seismograms using Trans-dimensional Inversion. COMPOSTI is intended to facilitate the adoption of fully probabilistic seismic inversion, and can be modified to suit a range of cases from near-surface to large scale inversions. COMPOSTI models 3D elastic wave propagation from point sources, assuming a layer model where the subsurface properties only change with depth. Trans-dimensional inversion is carried out using a parallel-tempered reversible jump Markov chain Monte Carlo algorithm.
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关键词
Seismic inversion,Trans-dimensional Markov chain Monte Carlo,Reflectivity method
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