Big data seismology

SJ Arrowsmith, DT Trugman, J MacCarthy… - Reviews of …, 2022 - Wiley Online Library
The discipline of seismology is based on observations of ground motion that are inherently
undersampled in space and time. Our basic understanding of earthquake processes and our …

Into the Noddyverse: A massive data store of 3D geological models for Machine Learning & inversion applications

M Jessell, J Guo, Y Li, M Lindsay… - Earth System …, 2021 - essd.copernicus.org
Unlike some other well-known challenges such as facial recognition, where Machine
Learning and Inversion algorithms are widely developed, the geosciences suffer from a lack …

Seismic data integration workflow in pluri-Gaussian simulation: application to a heterogeneous carbonate reservoir in southwestern Iran

M Rezaei, M Emami Niri, O Asghari… - Natural Resources …, 2023 - Springer
In this study, we present a procedure for reservoir property modeling in a channelized
carbonate reservoir based on hierarchical geostatistical simulation and seismic data …

The Western Australia Modeling project—Part 2: Seismic validation

J Shragge, D Lumley, J Bourget, T Potter, T Miyoshi… - Interpretation, 2019 - library.seg.org
Large-scale 3D modeling of realistic earth models is being increasingly undertaken in
industry and academia. These models have proven useful for various activities such as …

Efficient modeling and waveform inversion of multicomponent seismic data for anisotropic media

HS Sethi - 2023 - search.proquest.com
Accurate modeling of elastic wavefields is crucial for seismic imaging and inversion
applications. Incorrect handling of the boundary conditions can distort the wavefield …

Modeling 3-D anisotropic elastodynamics using mimetic finite differences and fully staggered grids

H Sethi, F Hoxha, J Shragge, I Tsvankin - Computational Geosciences, 2023 - Springer
Accurate modeling of elastic wavefields in 3-D anisotropic media is important for many
seismic processing and inversion applications. However, efficient wavefield simulation for …

Normalized energy-norm imaging condition for elastic reverse-time migration

C Oren, J Shragge - … International Meeting for Applied Geoscience & …, 2022 - library.seg.org
Elastic wavefield imaging of multicomponent seismic data can provide additional information
about sub-surface geological structures (eg, elastic properties and fracture distribution) …

Interpretation-based full waveform inversion of a Western Australian data set

D Graham, D Lumley, W Zhou, J Shragge… - … Exposition and Annual …, 2019 - onepetro.org
Full-waveform inversion is an iterative data-fitting procedure used to resolve complex
subsurface elastic property models. It has the potential to become a tool for quantitative …

Investigating the Effect of Facies Modeling and Seismic Data Integrating on Reducing the Uncertainty of Porosity Simulation in One of Iranꞌs Carbonate Reservoirs

MA Rezaei, O Asghari, M Emami Niri… - Journal of Petroleum …, 2021 - pr.ripi.ir
Facies are often imported in reservoir modeling because the petrophysical properties of
interest are highly correlated with facies type. Knowledge of facies constrains the range of …