Skip to content
Bayesian Earthquake Analysis Tool
Python C
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
beat pt: working again Sep 23, 2019
data/examples WIP update tutorials example1 Sep 17, 2019
docs updated all tutorials Sep 17, 2019
extras plotting: add fuzzy mt_decomp Jun 29, 2019
test PT: major improvements Sep 3, 2019
.gitignore Thiago - Refactor and add the .idea to gitignore Mar 20, 2019
README.rst remove doi shield Sep 23, 2019
license.txt added license Oct 16, 2016
requirements.txt update installation instructions Nov 5, 2018
setup.py setup: added uninstall option Mar 25, 2019

README.rst

BEAT logo

Bayesian Earthquake Analysis Tool

Based on pyrocko, theano and pymc3

Documentation (under construction) can be found here: https://hvasbath.github.io/beat/

The first version 1.0 of BEAT is released!

License

GNU General Public License, Version 3, 29 June 2007

Copyright © 2017 Hannes Vasyura-Bathke

BEAT is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. BEAT is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see <http://www.gnu.org/licenses/>.

Citation

If your work results in an publication where you used BEAT we kindly ask you to consider citing the BEAT software package and the related article.:

> Vasyura-Bathke, Hannes; Dettmer, Jan; Steinberg, Andreas; Heimann, Sebastian; Isken, Marius; Zielke, Olaf; Mai, Paul Martin; Sudhaus, Henriette; Jónsson, Sigurjón (under Revision): The Bayesian Earthquake Analysis Tool. Seismological Research Letters

> Vasyura-Bathke, Hannes; Dettmer, Jan; Steinberg, Andreas; Heimann, Sebastian; Isken, Marius; Zielke, Olaf; Mai, Paul Martin; Sudhaus, Henriette; Jónsson, Sigurjón (2019): BEAT - Bayesian Earthquake Analysis Tool. V. 1.0. GFZ Data Services. http://doi.org/10.5880/fidgeo.2019.024

Tutorials

Step by step points on how to use the tool for several scenarios can be found here: Examples

Data import

Geodetic

We recommend to prepare the SAR data (subsampling, data covariance estimation) using KITE (www.pyrocko.org). kite supports import of ISCE, GAMMA, ROI_Pac and GMTSAR processed interferograms. BEAT then supports import of the native KITE format.

Seismic

To see a list of the supported data types please see: Trace Handeling In addition to these an ascii text file with the station information is needed of the format:

#network_name.station_name.location_name latitude[deg] longitude[deg] elevation[m] depth[m]
IU.TSUM.10            -19.20220       17.58380         1260.0            0.0
  BHE             90              0              1   # channel name azimuth[deg] dip[deg] gain \n
  BHN              0              0              1
  BHZ              0            -90              1
IU.RCBR.00             -5.82740      -35.90140          291.0          109.0
  BH1             48              0              1
  BH2            138              0              1
  BHZ              0            -90              1
...

To ease the creation of this textfile we refer the user to investigate the pyrocko module: model (Function: dump_stations)

In addition to these, BEAT supports the output of the autokiwi package.

Work is in progress to support obspy saved stream and inventory files, as well as stationxml stay tuned ...

Alternatively the seismic data may be saved using the package "pickle" as a file "seismic_data.pkl" containing a list of 2 lists: 1. list of "pyrocko.trace.Trace" objects alternating for (Z / T / R) rotated traces. 2. list of "pyrocko.model.Station" objects in the same order like the data traces.

We invite the users to propose data formats or outputs of specific programs that they would like to see implemented.

Support

For substantial issues please use the "issues" tab here in the repository. For smaller issues or short clarifications there is a support chat here . This is provided by the pyrocko project and is accessible after a short account creation.

Finally, there is the option to write an email to:

Hannes Vasyura-Bathke hvasbath@uni-potsdam.de

Andreas Steinberg andreas.steinberg@ifg.uni-kiel.de

Contributions

This is an open source project and contributions to the repository are welcome!

You can’t perform that action at this time.