Published on 01 March 2021 |

Version 1

INSTANCE Events Metadata, version 1

View Dataset
Michelini, Alberto;Cianetti, Spina;Gaviano, Sonja;Giunchi, Carlo;Jozinović, Dario;Lauciani, Valentino

Description

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.

Citations (0)

Mentions (15)

Metrics

Dataset Index

7.7

FAIR Score

69%

Citations

0

Mentions

15

Metrics Over Time

Publication Details

DOI

Publisher

Istituto Nazionale di Geofisica e Vulcanologia (INGV)

Assigned Domain

Subfield

Civil and Structural Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

61%

Source

Scholar Data Model

Keywords

machine learningbig dataseismic event detectionground motion estimationanalysis benchmarkingseismic tomography

Normalization Factors

FT

30.77

CTw

1.00

MTw

1.00