A package for seismic data processing and visualization
Project description
pyAOBS
A Python package for seismic data processing and visualization, with a focus on ZELT format velocity models.
Features
- Read and write ZELT format velocity models (v.in files)
- Process and manipulate velocity models
- Interpolate velocities at arbitrary points
- Average layer velocities
- Export to various formats
- Visualization tools using PyGMT and Matplotlib
- Support for time and depth domain data
Installation
From PyPI (Recommended)
pip install pyAOBS
From Source
git clone https://github.com/go223-pyAOBS/pyAOBS.git
cd pyAOBS
pip install -e .
Dependencies
- numpy >= 1.20.0
- xarray >= 0.16.0
- scipy >= 1.6.0
- matplotlib >= 3.3.0
- pandas >= 1.2.0
- pygmt >= 0.5.0
Usage
from pyAOBS.model_building import ZeltVelocityModel2d, EnhancedZeltModel
# Basic usage
model = ZeltVelocityModel2d("velocity.in")
velocity = model.at(100.0, 1.5) # Get velocity at point (100.0, 1.5)
# Enhanced features
enhanced_model = EnhancedZeltModel("velocity.in")
avg_velocities = enhanced_model.compute_average_velocities()
# Visualization
from pyAOBS.visualization import ZeltModelVisualizer
visualizer = ZeltModelVisualizer(model)
visualizer.plot_zeltmodel(
output_file="velocity_model.png",
title="Velocity Model",
colorbar_label="Velocity (km/s)"
)
Documentation
For detailed documentation and examples, please visit our documentation page.
Contributing
We welcome contributions! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
Haibo Huang (go223@scsio.ac.cn)
Citation
If you use pyAOBS in your research, please cite:
@software{pyAOBS2024,
author = {Haibo Huang},
title = {pyAOBS: A Python Package for Seismic Data Processing and Visualization},
year = {2024},
publisher = {GitHub},
url = {https://github.com/go223-pyAOBS/pyAOBS}
}
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