/Seismology

This collection of scripts is designed to assist seismologists and geophysicists in their research and data analysis. Whether you’re processing seismic data, visualizing waveforms, or performing complex analyses, these tools will help streamline your workflow.

Primary LanguageJupyter NotebookMIT LicenseMIT

CodeFactor

Seismology

custom_seismic_plot

Coming Soon!

Welcome to the Seismology repository! This project is dedicated to the application of machine learning techniques in the field of seismology. Our goal is to provide tools and resources for analyzing seismic data and improving earthquake detection and characterization.

Table of Contents

Introduction

Seismology is a project aimed at leveraging machine learning to enhance the analysis of seismic data. By utilizing advanced algorithms, we aim to improve the accuracy and efficiency of earthquake detection and characterization.

Features

  • Data Preprocessing: Tools for cleaning and preparing seismic data for analysis.
  • Machine Learning Models: Implementation of various ML models for seismic event detection and classification.
  • Visualization: Tools for visualizing seismic data and model outputs.
  • Benchmarking: Standardized benchmarks for evaluating model performance.

Data Sources

This project utilizes the following data sources:

Installation

To get started with Seismology, clone the repository:

git clone https://github.com/aradfarahani/Seismology.git
cd Seismology

Contributing

We welcome contributions from the community! If you'd like to contribute, please follow these steps:

  1. Fork the repository.
  2. Create a new branch (git checkout -b feature-branch).
  3. Make your changes.
  4. Commit your changes (git commit -m 'Add new feature').
  5. Push to the branch (git push origin feature-branch).
  6. Open a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Acknowledgements

We would like to thank all the contributors and the open-source community for their support.

<title>Seismicity Map</title>

Seismicity Map

<iframe src="https://raw.githubusercontent.com/aradfarahani/Seismology/main/seismicity_map.html" width="100%" height="600px" frameborder="0"></iframe> <iframe src="https://raw.githubusercontent.com/aradfarahani/Seismology/main/seismicity_map.html" width="100%" height="600px" frameborder="0"></iframe>