Published on 01 March 2021 |
INSTANCE Events Metadata, version 1
View DatasetDescription
This dataset collects seismic event waveforms metadata and is part of INSTANCE. INSTANCE is a data collection of more than 1.3 million seismic waveforms originating from a selection of about 54,000 earthquakes occurred since 2005 in Italy and surrounding regions and seismic noise recordings randomly extracted from event free time windows of the continuous waveforms archive. The purpose is to provide reference datasets useful to develop and test seismic data processing routines based on machine learning and deep learning frameworks. The primary source of this information is ISIDe (Italian Seismological Instrumental and Parametric Data-Base) for earthquakes and the Italian node of EIDA (http://eida.ingv.it) for seismic data. All the waveforms have been sized to a 120 s window, preprocessed and resampled at 100 Hz. For each trace we provide a large number of parameters as metadata, either derived from event information or computed from trace data. Associated metadata allow for the identification of the source, the station, the path travelled by seismic waves and assessment of the trace quality. The total size of the data collection is about 330 GB. Waveforms files are available either in counts or ground motion units in hdf5 format to facilitate fast access from commonly used machine learning frameworks.
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Mentions (15)
- https://github.com/manhhv87/INSTANCE_EarthquakeSoftware Heritage
Mentioned on 03 September 2024
Weight: 1.46
- https://github.com/moradiazsebastian/instance_unofficialSoftware Heritage
Mentioned on 09 August 2024
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- https://github.com/sallyfons/instanceSoftware Heritage
Mentioned on 01 August 2024
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- https://github.com/LuisianaSabbatini/instance_noteboooksSoftware Heritage
Mentioned on 31 July 2024
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- https://github.com/taodongwang/instanceSoftware Heritage
Mentioned on 28 July 2024
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- https://github.com/Steven-meta/instanceSoftware Heritage
Mentioned on 13 December 2023
Weight: 1.36
- https://github.com/weicyber/instanceSoftware Heritage
Mentioned on 09 October 2023
Weight: 1.36
- https://github.com/jianlongyuan/instanceSoftware Heritage
Mentioned on 08 October 2023
Weight: 1.36
- https://github.com/bestfzy/instanceSoftware Heritage
Mentioned on 08 October 2023
Weight: 1.36
- https://github.com/tso1257771/instanceSoftware Heritage
Mentioned on 16 September 2023
Weight: 1.36
Metrics Over Time
Publication Details
Subfield
Civil and Structural Engineering
Field
Engineering
Domain
Physical Sciences
Confidence Score
61%
Source
Scholar Data Model