easyQuake - simplified machine-learning earthquake detection and location

• Installation
  • Recommended conda environment (CPU or GPU)
  • Extras / partial installs
  • SeisBench picker (separate environment)
  • Legacy version (1.x — Python 3.7 / TF 2.2)
  • Smoke test
• About
  • Background
  • Detection Improvement
  • Quasi-Realtime Mode
  • SeisComP Integration
  • Version History
  • References
• Running easyQuake
  • Event mode
  • Core modules
    • Data Download
    • Earthquake Detection
    • Event Association
    • Earthquake Magnitude
  • Additional Modules
    • Hypoinverse
    • Interface with Seiscomp
    • HypoDD or Growclust relative relocation
    • HypoDD or Growclust relative relocation
  • Tips for Success
  • Utility Modules
    • Cut Event Waveforms
    • Convert Catalog to HDF5 (for ML training)
    • Convert to GrowClust format
    • PyOcto Association
  • SeisBench Picker
  • Quasi-Realtime Detection
  • SeisComP Native Integration
• Function Reference
  • easyQuake.easyQuake
    • Data Download
    • Travel-Time Tables
    • Detection
    • Association & Catalog Building
    • Magnitude Estimation
    • Location
    • Catalog Utilities
    • Format Conversion
    • Plotting
  • easyQuake.gpd_predict.gpd_predict
  • easyQuake.phasenet.phasenet_predict
  • easyQuake.seisbench.run_seisbench
  • easyQuake.EQTransformer.mseed_predictor

Citation

Walter, J. I., P. Ogwari, A. Thiel, F. Ferrer, and I. Woelfel (2021), easyQuake: Putting machine learning to work for your regional seismic network or local earthquake study, Seismological Research Letters, 92(1): 555–563, https://doi.org/10.1785/0220200226

Indices and tables

• Index

• Search Page