Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 13, issue 12
Articles | Volume 13, issue 12
https://doi.org/10.5194/essd-13-5509-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-13-5509-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 13, issue 12
Data description paper
 | 
30 Nov 2021
Data description paper |  | 30 Nov 2021

INSTANCE – the Italian seismic dataset for machine learning

Alberto Michelini, Spina Cianetti, Sonja Gaviano, Carlo Giunchi, Dario Jozinović, and Valentino Lauciani

Viewed

Total article views: 8,834 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
6,756 1,914 164 8,834 155 145
  • HTML: 6,756
  • PDF: 1,914
  • XML: 164
  • Total: 8,834
  • BibTeX: 155
  • EndNote: 145
Views and downloads (calculated since 27 May 2021)
Cumulative views and downloads (calculated since 27 May 2021)

Viewed (geographical distribution)

Total article views: 8,834 (including HTML, PDF, and XML) Thereof 8,373 with geography defined and 461 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 08 Nov 2025
Download
Short summary
We present a dataset consisting of seismic waveforms and associated metadata to be used primarily for seismologically oriented machine-learning (ML) studies. The dataset includes about 1.3 M three-component seismograms of fixed 120 s length, sampled at 100 Hz and recorded by more than 600 stations in Italy. The dataset is subdivided into seismograms deriving from earthquakes (~ 1.2 M) and from seismic noise (~ 130 000). The ~ 54 000 earthquakes range in magnitude from 0 to 6.5 from 2005 to 2020.
Read more
Share
Altmetrics
Final-revised paper
Preprint