2026-10-14T14:23:09Z https://www.scidb.cn/oai

10.57760/sciencedb.10775 2024-12-06T13:34:30Z

2024-12-06 Raw Seismic Waveform Datasets for Real-time Discrimination doi:10.57760/sciencedb.10775 en Six raw seismic waveform datasets have been compiled from a portion of the localized University of Utah Seismograph Stations (UUSS) data for modeling and testing, the global Stanford Earthquake Dataset (STEAD) for generalization testing, and the Russia-Ukraine conflict data for case study analysis.Additionally, a code package is provided to demonstrate the application of tiny deep learning on microcontroller units. The model, named MCU-Quake, can distinguish seismological signals from ambient noise and explosions in real-time using low-cost microcontrollers and short-duration data. This capability is particularly valuable for monitoring catastrophic natural hazards. Seismic signals; Earthquake; Quarry blast; Seismic waveforms; IoT devices; Deep learning Zhi Geng PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset Science Data Bank