Xu Si¹  Xinming Wu^1,†,‡  Zefeng Li^1,† 
Shenghou Wang²  Jun Zhu¹ 

¹ University of Science and Technology of China 
² China University of Geosciences 
^† Corresponding Author  ^‡ Project Lead 

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🌟 An all-in-one seismic Phase picking, Location, and Association Network

🌟 News

• 2024.4.28: The code for training were released. More comprehensive and detailed tutorial, will be gradually released.
• 2024.1.31: The Jupyter tutorial and model weights were released.
• 2024.1.6: 🌟🌟🌟 Congratulation! The paper has been published on Communication Earth & Environment Links. The code will be released before January 31, 2024.
• 2023.6.24: Paper is released at arxiv, and code will be gradually released.
• 2023.4.10: Github Repository Initialization. (copy README template from Meta-Transformer)

How to Use

1. Via Anaconda or pip (recommended):

conda env create -f env.yaml
conda activate PLAN

PS:Some lib is needed (Torch,PyG,Numpy,Pandas,Geodesic.)

2. Download Weights (Google Drive) file and put it 'model' dir.

3. Download sac file and put it 'data/hn5day/' dir. You can download it through STP or Google Drive.

4. Open Tutorial_PLAN.ipynb in Notebook dir.

 

Citation

If the code and paper help your research, please kindly cite:

@article{Si2024PLAN,
  title={An all-in-one seismic phase picking, location, and association network for multi-task multi-station earthquake monitoring},
  author={Si, Xu and Wu, Xinming and Li, Zefeng and Wang, Shenghou and Zhu, Jun},,
  journal={Communications Earth \& Environment},
  volume={5},
  number={1},
  pages={22},
  year={2023},
  publisher={Nature Publishing Group UK London},
  doi = {10.1038/s43247-023-01188-4},
}

License

This project is released under the MIT license.

Acknowledgement

This code is developed based on excellent open-sourced projects including PhaseNet, EQTransformer, Seisbench and STEAD.