terremoti The ESM25 dataset is a comprehensive, ML-ready compilation of strong-motion recordings from the Engineering Strong-Motion database (ESM). It provides 3C waveforms, manually processed time-histories, and response spectra for nearly 100,000 records across the Euro-Mediterranean and Middle East region. The dataset is structured following the format established by INSTANCE (Michelini et al., 2021) and is natively compatible with SeisBench (Woollam et al., 2022), enabling immediate use in machine-learning pipelines for ground-motion prediction, quality-control automation, and site-effect analysis. Each record has been classified as good or bad quality based on manual review. Good-quality records include both converted-to-physical-units (CV) and manually-processed (MP) waveforms, along with response spectra. Bad-quality records include CV waveforms only. CV contains acceleration only; MP contains acceleration, velocity, and displacement waveforms together with acceleration and displacement response spectra. 354 https://data.ingv.it/person/354 16-06-2026 Istituto Nazionale di Geofisica e Vulcanologia (INGV) customer service https://data.ingv.it Istituto Nazionale di Geofisica e Vulcanologia (INGV) 2026-06-01T00:00:00 https://data.ingv.it/person/5086 5086 378 https://data.ingv.it/person/378 1124 https://data.ingv.it/person/1124 2026-06 ESM25 - Engineering Strong Motion ML dataset https://data.ingv.it/person/2227 2227 {"type":"Polygon","coordinates":[[[-30,20],[60,20],[60,72],[-30,72],[-30,20]]]} 440 https://data.ingv.it/person/440 https://data.ingv.it/person/360 360 scienza https://data.ingv.it/person/scienza https://data.ingv.it/dataset/1211 Portale dei dati aperti Open Data Portal]]> https://data.ingv.it 10.13127/ai/esm25 551 https://data.ingv.it/person/551 2026-06-16T00:00:00 http://www.opendefinition.org/licenses/cc-by https://data.ingv.it/person/361 361 ITA