EdgePhase

• EdgePhase_tutorial.ipynb [a tutorial on google colab]

• EdgeConv [package of EdgePhase]

  • DataGeneratorMulti.py [data generator]
  • Utils.py [function of picking P/S phases based on the probability]
  • trainerBaselineA.py, trainerEdgePhase.py

• Example [the case study of Greece Earthqquake]

  • catalog_visualization

    • doc.kml [fault data of Greece]
    • NKUA_cat.csv [catalog of NKUA]
    • EdgePhase_cat.csv [catalog of EdgePhase]
    • catalog_visualization.ipynb [notebook for visualization]

  • EqLocation [softwares/control files for earthquake location]

    • Includes subfolder 'REAL', 'VELEST', and 'HypoDD'
    • Please reference the github repo by Miao Zhang (https://github.com/Dal-mzhang/REAL) for more details
    • Or reference a more comprehensive workflow (https://github.com/Dal-mzhang/LOC-FLOW)

  • download.py, preprocess.py, run_EdgePhase.py, pick_phase.py [scripts to use EdgePhase for case study]

  • magnitude_estimation.py [magnitude estimation code]

  • station.csv, edge_index.pt [station meta_data]

• SCSN2021Dataset [code to build training/validation dataset]

• models [contains the weights of trained models]

• finetune_baselineA.py, finetune_edgephase.py, test_edgephase.py [scripts to train/test models]