seismic

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

benchmark machine-learning deep-learning geophysics dataset seismic interpretation facies facies-classification machine-learning-benchmark

Updated Jul 7, 2020
Python

QuakeMigrate / QuakeMigrate

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A Python package for automatic earthquake detection and location using waveform migration and stacking.

python research passive signal-processing detection location seismology seismic volcanology earthquake volcano-seismology

Updated Jul 27, 2020
Python

waynegm / OpendTect-Plugins

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Various plugins for the open source seismic interpretation system - OpendTect

attributes geophysics seismic opendtect

Updated Jul 10, 2020
C++

JesperDramsch / seismic-transfer-learning

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Deep-learning seismic facies on state-of-the-art CNN architectures

machine-learning deep-learning transfer-learning seismic vgg16 interpretation resnet-50 malenov

Updated Dec 5, 2018
Jupyter Notebook

tclements / SeisNoise.jl

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Ambient Noise Cross-Correlation in Julia

hpc julia seismology seismic cross-correlation ambient-noise

Updated Jul 14, 2020
Julia

sergiventosa / ts-PWS

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Time-scale phase-weighted stack software for seismic signal denoising

signal-processing seismology noise seismic stacking wavelet-transform

Updated Mar 12, 2018
C

waynegm / OpendTect-External-Attributes

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External Attribute scripts for the open source seismic interpretation system - OpendTect

attributes python3 seismic opendtect

Updated Nov 5, 2018
Jupyter Notebook

trhallam / segysak

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SEGY Swiss Army Knife for Seismic Data

geophysics seismic segy swung-t20

Updated Jul 23, 2020
Python

LukasMosser / asi-pytorch

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Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

machine-learning geophysics segmentation seismic geology

Updated Dec 27, 2018
Jupyter Notebook

geoscixyz / geosci-labs

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collection of notebook-apps for concepts in applied geophysics

geophysics seismic electromagnetics direct-current-resistivity induced-polarization magnetics dc-resistivity

Updated Jul 24, 2020
Python

dfitzgerald3 / d2geo

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Framework for computing seismic attributes with Python.

python edge-detection seismic azimuth noise-reduction dip frequency-filters seismic-attributes complex-trace

Updated May 27, 2020
Python

chrisengelsma / 3d-painting

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A 3-dimensional image-guided paintbrush for seismic interpretation

geophysics painting seismic interpretation geobodies

Updated Jul 7, 2017
Java

waynegm / SeismicUnixExtra

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My addons to the Seismic Unix seismic processing package

processing seismic

Updated Jul 3, 2017
C

groupeLIAMG / ttcr

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Codes to do raytracing for geophysical applications

python raytracing seismic shortest-path fast-sweeping dynamic-shortest-path

Updated Jul 8, 2020
C++

sergiventosa / FastPCC

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Compute interstation correlations of seismic ambient noise, including fast implementations of the standard, 1-bit and phase cross-correlations.

signal-processing seismology noise seismic correlations

Updated May 24, 2019
C

pinga-lab / nmo-tutorial

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Geophysical tutorial: Step-by-step NMO correction. An overview of the algorithm and a Python implementation.

python tutorial jupyter-notebook geophysics seismic

Updated Jun 20, 2018
Jupyter Notebook

shuleyu / seismic-tomography-models

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whole mantle tomography, seismology, S and P seismic wave speed models

models seismology seismic tomography mantle whole

Updated Jul 16, 2020
C++

cako / KirchMig.jl

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Julia package to perform Kirchhoff migration and demigration

julia geophysics seismic seismic-inversion seismic-imaging

Updated Apr 20, 2019
Jupyter Notebook

NYUGeo / sep-calculator

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Seismic Earth Pressure Calculator

seismic geotechnical-engineering rankine earth-pressure retaining-wall

Updated Feb 7, 2018
Python

ChevronETC / TeaSeis.jl

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JavaSeis IO implementation for the Julia language

file-format io seismic julialang javaseis

Updated Jun 17, 2020
Julia

PageotD / nessi

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Near Surface Seismic imaging using particle swarm optimization.

seismic particle-swarm-optimization near-surface surface-waves

Updated Mar 15, 2019
Python

ppizarror / mat_inverse_v2

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Matlab application for inversion of Rayleigh phase velocity

gui matlab inversion seismic site-characterization geotechnical-engineering rayleigh-waves rayleigh-phase-velocity mat-inverse

Updated Sep 17, 2019
MATLAB

chenqi-s / seismic-simulation

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2维声波变密度地震波数值模拟，采用10阶及以上空间精度和2阶时间精度的有限差分，结合PML吸收边界。

matlab seismic

Updated Dec 12, 2019
MATLAB

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