Seismic wavefield imaging of Earth's interior across scales

J Tromp - Nature Reviews Earth & Environment, 2020 - nature.com
Seismic full-waveform inversion (FWI) for imaging Earth's interior was introduced in the late
1970s. Its ultimate goal is to use all of the information in a seismogram to understand the …

Seismic imaging: From classical to adjoint tomography

Q Liu, YJ Gu - Tectonophysics, 2012 - Elsevier
Seismic tomography has been a vital tool in probing the Earth's internal structure and
enhancing our knowledge of dynamical processes in the Earth's crust and mantle. While …

Deep-learning inversion of seismic data

S Li, B Liu, Y Ren, Y Chen, S Yang, Y Wang… - ar** challenge from time-series data to spatial
image in the field of seismic exploration, ie, reconstructing the velocity model directly from …

Global adjoint tomography—model GLAD-M25

W Lei, Y Ruan, E Bozdağ, D Peter… - Geophysical Journal …, 2020 - academic.oup.com
Building on global adjoint tomography model GLAD-M15, we present transversely isotropic
global model GLAD-M25, which is the result of 10 quasi-Newton tomographic iterations with …

Wavefield reconstruction inversion via physics-informed neural networks

C Song, TA Alkhalifah - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
Wavefield reconstruction inversion (WRI) formulates a PDE-constrained optimization
problem to reduce cycle skip** in full-waveform inversion (FWI). WRI is often implemented …

Measuring the misfit between seismograms using an optimal transport distance: Application to full waveform inversion

L Métivier, R Brossier, Q Mérigot… - … Supplements to the …, 2016 - academic.oup.com
Full waveform inversion using the conventional L 2 distance to measure the misfit between
seismograms is known to suffer from cycle skip**. An alternative strategy is proposed in …

Seismic envelope inversion and modulation signal model

RS Wu, J Luo, B Wu - Geophysics, 2014 - library.seg.org
We recognized that the envelope fluctuation and decay of seismic records carries ultra low-
frequency (ULF, ie, the frequency below the lowest frequency in the source spectrum) …

Deep learning for low-frequency extrapolation from multioffset seismic data

O Ovcharenko, V Kazei, M Kalita, D Peter, T Alkhalifah - Geophysics, 2019 - library.seg.org
Low-frequency seismic data are crucial for convergence of full-waveform inversion (FWI) to
reliable subsurface properties. However, it is challenging to acquire field data with an …

Global adjoint tomography: first-generation model

E Bozdağ, D Peter, M Lefebvre… - … Supplements to the …, 2016 - academic.oup.com
We present the first-generation global tomographic model constructed based on adjoint
tomography, an iterative full-waveform inversion technique. Synthetic seismograms were …

[КНИГА][B] Full seismic waveform modelling and inversion

A Fichtner - 2010 - books.google.com
Recent progress in numerical methods and computer science allows us today to simulate
the propagation of seismic waves through realistically heterogeneous Earth models with …