Automatic picking of multi-mode surface-wave dispersion curves based on machine learning clustering methods

Z Wang, C Sun, D Wu - Computers & Geosciences, 2021 - Elsevier
The surface-wave analysis method is widely adopted to build near-surface shear-wave
velocity structure. Automatic picking of surface-wave dispersion curves is a problem that …

Data driven auto-picking of surface wave dispersion curve

A Zargar, M Karimpour, V Socco - NSG2023 29th European Meeting of …, 2023 - earthdoc.org
Surface wave analysis has been extensively utilized to derive the shear wave velocity profile
for various applications. Extraction of dispersion curves (DCs) is an essential step in surface …

Inversion of surface wave dispersion curve based on deep learning

Y Wu, S Pan - SEG Integration of Geophysics, Geology, and …, 2023 - library.seg.org
The surface wave analysis method is widely used to establish the near-surface shear wave
velocity structure. No matter the active or passive source surface wave analysis method, the …