[图书][B] Seismic inversion

GT Schuster - 2017 - library.seg.org
This book describes the theory and practice of inverting seismic data for the subsurface rock
properties of the earth. The primary application is for inverting reflection and/or transmission …

Multiscale data-driven seismic full-waveform inversion with field data study

S Feng, Y Lin, B Wohlberg - IEEE transactions on geoscience …, 2021 - ieeexplore.ieee.org
Seismic full-waveform inversion (FWI), which uses iterative methods to estimate high-
resolution subsurface models from seismograms, is a powerful imaging technique in …

[HTML][HTML] 联合地震初至走时与早至波形的深度学习速度建模

许祥, 邹志辉, 韩明亮, 贾冬顺, 周华伟, 裴建新, 马锐 - 地球物理学报, 2023 - dsjyj.com.cn
地震初至走时和早至波形数据含有丰富的速度结构信息, 被广泛用于地震速度建模.
采用初至走时建模稳定, 但精度不足; 而地震波形速度建模虽然精度较高, 但稳定性较低 …

[HTML][HTML] 近地表反射和折射法的进展及应用

刘江平, 王莹莹, 刘震, 潘小康, 宗育泉 - 地球物理学报, 2015 - dsjyj.com.cn
针对近地表物质非均质极强, 各向异性明显及地形复杂等特点, 系统阐述和讨论了近地表折射和
反射法的国内外研究与应用进展, 认为: ① 综合利用纵, 横波的优势, 开展多波多分量联合勘探对 …

Revisit geophysical imaging in a new view of physics-informed generative adversarial learning

F Yang, J Ma - arXiv preprint arXiv:2109.11452, 2021 - arxiv.org
Seismic full waveform inversion (FWI) is a powerful geophysical imaging technique that
produces high-resolution subsurface models by iteratively minimizing the misfit between the …

[HTML][HTML] Deep-learning velocity model building by jointly using seismic first arrivals and early-arrival waveforms

X XU, ZH ZOU, ML HAN, DS JIA, HW ZHOU… - Chinese Journal of …, 2023 - en.dzkx.org
Seismic first arrivals and early-arrival waveform data contain rich velocity structure
information and are widely used in velocity model building. Such methods based on first …

The effects of elastic data on acoustic and elastic full waveform inversion

J Fang, H Zhou, Q Zhang, H Chen, P Sun… - Journal of Applied …, 2020 - Elsevier
Full waveform inversion (FWI) is regarded as an effective method to obtain high accuracy
subsurface parameters like velocity and density. When it is applied to real seismic data …

[HTML][HTML] Progress and application of near-surface reflection and refraction method

JP LIU, YY WANG, Z LIU, XK PAN… - Chinese Journal of …, 2015 - en.dzkx.org
According to the strong heterogeneity, obvious anisotropy and complex terrain features of
near-surface material, this paper systematically expounds and discusses the research and …

Characterizing Near-surface Velocity Structures via Deep Learning

X Jia, J Zhang, P Zhu, W Cai, H Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Seismic data processing often encounters the challenge of near-surface complexity.
Characterization of near-surface velocity structures is important for the selection of strategies …

Multi-source multi-scale source-independent full waveform inversion

Y Guo, J Huang, C Cui, Z Li, L Fu… - Journal of Geophysics and …, 2019 - academic.oup.com
Multi-scale full waveform inversion (FWI) in the time domain requires an accurate source
signature estimation, which is difficult to obtain from the field data. As an alternative, we …