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A curated list of DAS tools and resources.

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Awesome DAS Awesome

A curated list of awesome resources for distributed acoustic sensing (DAS).

Contents

Data Management

  • das-convert - Convert and downsample DAS data sets efficiently to established seismological data formats.
  • dastools - tools to read, manipulate and convert seismic waveforms generated by DAS systems.

Processing

  • distpy - An Open Source python module for rapid prototyping Distributed Acoustic Sensing (DAS) processing flows
  • lightguide - Tools and modelling for distributed acoustic sensing data. Advanced de-noising filtering techniques. Integrates into Pyrocko.
  • mldas - Machine Learning for distributed acoustic sensing.
  • jDAS - Coherence-based Deep Learning denoising of DAS data.

Visualisation

  • pyrocko - Pyrocko's snuffler can handle large DAS data sets efficiently and visualize waterfall plots interactively.

Modelling

  • pyrocko.gf - Pyrocko-GF can forward model strain and strain-rate along the fiber's trajectory.

Data repositories

List of public DAS data repositories:

Selected earthquake data:

  • SAFOD DAS array (GitHub)
  • Stanford Phase 1 experiment (GitHub)
  • Fairbanks Farmers Loop (GitHub)

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