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awesome-das

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A curated list of DAS tools and resources.

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# Awesome DAS [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

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

## Contents

* [Data Management](#data-management)
* [Data repositories](#data-repositories)
* [Processing](#processing)
* [Visualisation](#visualisation)
* [Modelling](#modelling)

## Data Management

* [das-convert](https://git.pyrocko.org/pyrocko/das-convert) - Convert and downsample DAS data sets efficiently to established seismological data formats.
* [dastools](https://git.gfz-potsdam.de/javier/dastools) - tools to read, manipulate and convert seismic waveforms generated by DAS systems.

## Processing

* [distpy](https://github.com/Schlumberger/distpy) - An Open Source python module for rapid prototyping Distributed Acoustic Sensing (DAS) processing flows
* [lightguide](https://github.com/pyrocko/lightguide) - Tools and modelling for distributed acoustic sensing data. Advanced de-noising filtering techniques. Integrates into Pyrocko.
* [mldas](https://github.com/DAS-RCN/mldas) - Machine Learning for distributed acoustic sensing.
* [jDAS](https://github.com/martijnende/jDAS) - Coherence-based Deep Learning denoising of DAS data.

## Visualisation

* [pyrocko](https://pyrocko.org) - Pyrocko's snuffler can handle large DAS data sets efficiently and visualize waterfall plots interactively.

## Modelling

* [pyrocko.gf](https://pyrocko.org) - Pyrocko-GF can forward model strain and strain-rate along the fiber's trajectory.

## Data repositories

List of public DAS data repositories:

* PoroTomo Experiment at Brady Hot Springs ([GDR OpenEI](https://gdr.openei.org/submissions/849))
* FORGE Phase 2C ([GDR OpenEI](https://gdr.openei.org/submissions/1185))
* Garner Valley ([GDR OpenEI](https://gdr.openei.org/submissions/614))
* Belgium DAS ([Caltech](https://data.caltech.edu/records/1296))
* Monterrey Bay Dark Fiber ([GitHub](https://github.com/njlindsey/Photonic-seismology-in-Monterey-Bay-Dark-fiber1DAS-illuminates-offshore-faults-and-coastal-ocean))
* RCA Shore Station outward along the Cascadia Margin ([Announcement/FTP Link](https://oceanobservatories.org/2022/02/distributed-acoustic-sensing-lays-groundwork-for-earthquake-tsunami-warnings-and-more/))
* PubDAS a PUBlic Distributed Acoustic Sensing datasets repository for geosciences ([Globus] (https://app.globus.org/file-manager?origin_id=706e304c-5def-11ec-9b5c-f9dfb1abb183&origin_path=%2F))

Selected earthquake data:

* SAFOD DAS array ([GitHub](https://github.com/ariellellouch/DASDetection))
* Stanford Phase 1 experiment ([GitHub](https://github.com/eileenrmartin/FiberOpticEarthquakes))
* Fairbanks Farmers Loop ([GitHub](https://github.com/eileenrmartin/FiberOpticEarthquakes))

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