Earthquake early warning: Advances, scientific challenges, and societal needs
Earthquake early warning (EEW) is the delivery of ground shaking alerts or warnings. It is
distinguished from earthquake prediction in that the earthquake has nucleated to provide …
distinguished from earthquake prediction in that the earthquake has nucleated to provide …
[HTML][HTML] Innovations in earthquake risk reduction for resilience: Recent advances and challenges
Abstract The Sendai Framework for Disaster Risk Reduction 2015–2030 (SFDRR) highlights
the importance of scientific research, supporting the 'availability and application of science …
the importance of scientific research, supporting the 'availability and application of science …
Machine learning seismic wave discrimination: Application to earthquake early warning
Performance of earthquake early warning systems suffers from false alerts caused by local
impulsive noise from natural or anthropogenic sources. To mitigate this problem, we train a …
impulsive noise from natural or anthropogenic sources. To mitigate this problem, we train a …
[HTML][HTML] Early detection of earthquake magnitude based on stacked ensemble model
A new machine learning model, named, EEWPEnsembleStack has been developed for
predicting the magnitude of the earthquake from a few seconds of recorded ground motion …
predicting the magnitude of the earthquake from a few seconds of recorded ground motion …
Earthquake early warning: Recent advances and perspectives
Earthquake early warning (EEW) is a relatively new strategy for reducing disaster risk and
increasing resilience to seismic hazard in urban settings. EEW systems provide real-time …
increasing resilience to seismic hazard in urban settings. EEW systems provide real-time …
Application of XGBoost model for early prediction of earthquake magnitude from waveform data
In this paper, a scalable end-to-end tree boosting system called XGBoost has been applied
for predicting the magnitude of an earthquake from the early part of earthquake waveform …
for predicting the magnitude of an earthquake from the early part of earthquake waveform …
The status of earthquake early warning around the world: An introductory overview
RM Allen, P Gasparini… - Seismological …, 2009 - pubs.geoscienceworld.org
The term “earthquake early warning”(EEW) is used to describe real-time earthquake
information systems that have the potential to provide warning prior to significant ground …
information systems that have the potential to provide warning prior to significant ground …
Reliable real‐time seismic signal/noise discrimination with machine learning
In earthquake early warning (EEW), every sufficiently impulsive signal is potentially the first
evidence for an unfolding large earthquake. More often than not, however, impulsive signals …
evidence for an unfolding large earthquake. More often than not, however, impulsive signals …
Earthquake early warning ShakeAlert 2.0: Public rollout
MD Kohler, DE Smith, J Andrews… - Seismological …, 2020 - pubs.geoscienceworld.org
The ShakeAlert earthquake early warning system is designed to automatically identify and
characterize the initiation and rupture evolution of large earthquakes, estimate the intensity …
characterize the initiation and rupture evolution of large earthquakes, estimate the intensity …
ShakeAlert earthquake early warning system performance during the 2019 Ridgecrest earthquake sequence
During July 2019, a sequence of earthquakes, including an M w 6.4 foreshock and an M w
7.1 mainshock, occurred near Ridgecrest, California. ShakeAlert, the US Geological Survey …
7.1 mainshock, occurred near Ridgecrest, California. ShakeAlert, the US Geological Survey …