Fast earthquake assessment dataset for Chile

Münchmeyer, J.; Bindi, Dino; Leser, Ulf; Tilmann, Frederik

doi:10.5880/GFZ.2.4.2021.002

Lokale TagsFreigabegeschichteDetailsÜbersicht

Fast earthquake assessment dataset for Chile

Münchmeyer, J., Bindi, D., Leser, U., Tilmann, F. (2021): Fast earthquake assessment dataset for Chile.
https://doi.org/10.5880/GFZ.2.4.2021.002

Item is Freigegeben

einblenden: alle ausblenden: alle

Basisdaten

einblenden: ausblenden:

Datensatz-Permalink: https://gfzpublic.gfz-potsdam.de/pubman/item/item_5007098 Versions-Permalink: https://gfzpublic.gfz-potsdam.de/pubman/item/item_5007098_3

Genre: Datenpublikation

ausblenden:

Urheber:
Münchmeyer, J.^{1, 2}, Autor
Bindi, Dino^{2, 3}, Autor
Leser, Ulf^{2, 4}, Autor
Tilmann, Frederik^{1, 2}, Autor

Affiliations:
12.4 Seismology, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum, ou_30023
2IPOC, External Organizations, ou_2634889
32.6 Seismic Hazard and Risk Dynamics, 2.0 Geophysics, Departments, GFZ Publication Database, Deutsches GeoForschungsZentrum, ou_146032
4External Organizations, ou_persistent22

Inhalt

einblenden:

ausblenden:

Schlagwörter: seismology, earthquake, machine learning, real time assessment, IPOC, Integrated Plate Boundary Observatory Chile

Zusammenfassung: The data publication contains a dataset for fast assessment of earthquakes based on seismic waveforms. The dataset encompasses Northern Chile. Due to the large scale of the dataset, it is intended for use in machine learning. A similar dataset for chile has been published as Münchmeyer et al. (2020). A similar dataset for Japan can be obtained using the scripts at https://github.com/yetinam/TEAM The datasets are provided as a hdf5-file (Folk et al. 2011), a hierachical file format. Source code for reading and processing the data is available at https://github.com/yetinam/TEAM. The hdf5-file contains the two groups “metadata” and “data” that are described below. These groups are the hdf5-analog of folders in a file system.