Is surface wave analysis supported?

Yes, the skill integrates the disba library for analyzing Rayleigh wave dispersion and performing 1D Vs profile inversions.

Does this skill help with 3D seismic visualization?

Absolutely. It provides code patterns for 3D volume rendering, inline/crossline slicing, and horizon visualization using PyVista.

Can I perform fluid substitution modeling?

Yes, the skill includes specific orchestration for Gassmann fluid substitution using the bruges library to model different reservoir scenarios.

What seismic data formats are supported by this workflow?

The workflow primarily supports SEG-Y files through segyio and common seismological formats like miniSEED or SAC via obspy.

How does the skill handle large seismic volumes?

The workflow includes best practices for memory management, such as loading data inline-by-inline or using memory-mapped files to avoid system crashes.

Seismic Interpretation Workflow

Name: Seismic Interpretation Workflow
Author: SteadfastAsArt

bySteadfastAsArt

•

Data Science & ML

Orchestrates end-to-end seismic data analysis pipelines from SEG-Y loading to rock physics modeling and 3D visualization.

The Seismic Interpretation Workflow skill provides a standardized framework for geoscientists and data engineers to process and analyze seismic data within AI-assisted coding environments. It integrates industry-standard Python libraries like segyio, obspy, and bruges to facilitate complex geophysical tasks such as signal processing, AVO (Amplitude Versus Offset) modeling, and fluid substitution. By providing clear decision points and orchestration steps, this skill helps users build robust pipelines for seismic QC, synthetic seismogram generation, and 3D volume rendering, ensuring high-quality interpretation and rock physics analysis.

Key Features

01Comprehensive signal processing including bandpass filtering and spectral analysis

0212 GitHub stars

03Interactive 3D visualization and volume rendering for seismic cubes

04Advanced rock physics modeling with Zoeppritz equations and Gassmann fluid substitution

05Surface wave dispersion analysis for MASW and SASW applications

06Full SEG-Y I/O support with header manipulation and 3D geometry extraction

Use Cases

01Building AVO analysis pipelines to identify and classify reservoir anomalies

02Generating synthetic seismograms for accurate seismic-to-well tie correlations

03Automating seismic data QC and attribute extraction for large-scale geophysical surveys

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add steadfastasart/geoscience-skills seismic-interpretation

For use in Claude.ai and ChatGPT

Download Skill