Real‐Time Earthquake Early Warning With Deep Learning: Application to the 2016 M 6.0 Central Apennines, Italy Earthquake

• Published in: Geophysical research letters Vol. 48; no. 5
• Main Authors: Zhang, Xiong, Zhang, Miao, Tian, Xiao
• Format: Journal Article
• Language: English
• Published: 16.03.2021
• Subjects: earthquake early warning; earthquake location; earthquake magnitude; machine learning; neural network; the 2016 Central Italy earthquake
• ISSN: 0094-8276; 1944-8007
• DOI: 10.1029/2020GL089394

Earthquake early warning (EEW) systems are required to report earthquake locations and magnitudes as quickly as possible before the damaging S wave arrival to mitigate seismic hazards. Deep learning techniques provide potential for extracting earthquake source information from full seismic waveforms...