2026-10-11T05:28:11Z https://oai.datacite.org/oai

doi:10.13127/ai/amiata-ds 2025-04-16T16:20:08Z WNGN CRUI.INGV

2 CRUI.INGV 10.13127/AI/AMIATA-DS Gaviano, Sonja Sonja Gaviano https://orcid.org/0000-0003-3481-2923 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Michelini, Alberto Alberto Michelini https://orcid.org/0000-0001-6716-8551 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Cianetti, Spina Spina Cianetti https://orcid.org/0000-0002-0690-7274 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Giunchi, Carlo Carlo Giunchi https://orcid.org/0000-0002-0174-324X Istituto Nazionale di Geofisica e Vulcanologia (INGV) Jozinović, Dario Dario Jozinović https://orcid.org/0000-0001-7443-3915 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Lauciani, Valentino Valentino Lauciani https://orcid.org/0000-0002-9672-7428 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Biagini, Damiano Damiano Biagini https://orcid.org/0000-0003-0981-2948 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Bruni, Rebecca Rebecca Bruni https://orcid.org/0000-0002-9775-1542 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Capello, Marco Marco Capello https://orcid.org/0000-0002-0363-7758 Istituto Nazionale di Geofisica e Vulcanologia (INGV) D'Ambrosio, Michele Michele D'Ambrosio https://orcid.org/0000-0003-1507-4128 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Piccinini, Davide Davide Piccinini https://orcid.org/0000-0002-1826-646X Istituto Nazionale di Geofisica e Vulcanologia (INGV) Saccorotti, Gilberto Gilberto Saccorotti https://orcid.org/0000-0003-2915-1446 European Plate Observing System (EPOS) ERIC Istituto Nazionale di Geofisica e Vulcanologia (INGV) 2023 seismic waveforms and associated metadata machine learning big data seismic event detection ground motion estimation analysis benchmarking seismic tomography Gaviano, Sonja Sonja Gaviano https://orcid.org/0000-0003-3481-2923 Istituto Nazionale di Geofisica e Vulcanologia (INGV) Giunchi, Carlo Carlo Giunchi https://orcid.org/0000-0002-0174-324X Istituto Nazionale di Geofisica e Vulcanologia (INGV) Fiaschi, Andrea Andrea Fiaschi https://orcid.org/0000-0001-7303-6459 Fondazione ParSeC - Parco delle Scienze e della Cultura Istituto Nazionale di Geofisica e Vulcanologia (INGV) https://ror.org/00qps9a02 2016-03-01/2020-12-31 2023-11 en 10.13127/instance https://eida.ingv.it 10.13127/iside 10.13127/sd/x0fxnh7qfy 10.1393/ncc/i2022-22082-y 1 GB text/csv application/x-hdf5 Open Access Creative Commons Attribution 4.0 International The Amiata DS (dataset) is a collection of waveforms and associated parameters (metadata) related to 1515 events that occurred in the Mount Amiata area (Tuscany, Central Italy) between March 2016 and December 2020. The earthquakes have local magnitude -0.2≤ML≤3.6. Most of the data have been recorded by 12 stations (velocimeters) of a local, temporary network deployed in the area by INGV, with interstation distances ranging between 3km and 21km. Data is complemented by the registrations of other 15 stations of the Italian National Seismic Network (IV) installed farther away. The dataset has been designed to train Machine Learning algorithms that can process waveforms and metadata. However, its reduced dimension makes it more appropriate for applications such as transfer learning, i.e., improving the performance of already trained ML models. The dataset is organized to be readily accessed by the Seisbench API (Woollam et al., 2022). The dataset numbers: 1515 earthquakes with -0.2≤ML≤3.6 13721, 3-component waveforms in counts 72 metadata for each 3-component waveform, providing information about the station, trace, source, path and quality 12 stations of a local, temporary network + 15 stations of the Italian National Seismic Network Italy Italy 13 13.7 42.1 42.7 Ministero dell'Università e della Ricerca (MUR) https://doi.org/10.13039/501100003407 Pianeta Dinamico: Geoscienze per la comprensione dei meccanismi di funzionamento della Terra e dei conseguenti rischi naturali