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smousavi05 authored Aug 4, 2021
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![map](stations2.png)

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* [Downloading the dataset](#You can get the wavefoms from here)
* [Description of the dataset](#You can get the paper from here)
* [How to access the earthquake waveforms](#Example of data selection and accessing (earthquake waveforms))
* [How to access the noise waveforms](#Example of data selection and accessing (noise waveforms))
* [How to convert raw waveforms into acceleration, velocity, or displacement](#How to convert raw waveforms into Acceleration, Velocity, or Displacement)
* [Studies that used STEAD](#These are some of the studies that used STEAD)
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### You can get the wavefoms from here:

##### Each of the following files contains one hdf5 (data) and one CSV (metadata) files for ~ 200k 3C waveforms. You can download the chunks you need and then merge them into a single file using the provided code in the repository.
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### These are some of the studies that used STEAD. You can check out the code repository of these studies as examples of how a Keras or Tensorflow model can be trained by STEAD in a memory efficient fashion:
### These are some of the studies that used STEAD.
You can check out the code repository of these studies as examples of how a Keras or Tensorflow model can be trained by STEAD in a memory efficient fashion:

* Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking,
SM Mousavi, WL Ellsworth, W Zhu, LY Chuang, GC Beroza, Nature Communications 11 (1), 1-12.
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