Impact forecasting to support emergency management of natural hazards

B Merz, C Kuhlicke, M Kunz, M Pittore… - Reviews of …, 2020 - Wiley Online Library
Forecasting and early warning systems are important investments to protect lives, properties,
and livelihood. While early warning systems are frequently used to predict the magnitude …

Earthquake early warning: Recent advances and perspectives

G Cremen, C Galasso - Earth-Science Reviews, 2020 - Elsevier
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 …

Application of XGBoost model for early prediction of earthquake magnitude from waveform data

A Joshi, C Vishnu, CK Mohan, B Raman - Journal of Earth System …, 2023 - Springer
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 …

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 …

Earthquake early warning: Concepts, methods and physical grounds

C Satriano, YM Wu, A Zollo, H Kanamori - Soil Dynamics and Earthquake …, 2011 - Elsevier
Modern technology allows real-time seismic monitoring facilities to evolve into earthquake
early warning (EEW) systems, capable of reducing deaths, injuries, and economic losses, as …

Optimizing earthquake early warning performance: ElarmS‐3

AI Chung, I Henson, RM Allen - Seismological …, 2019 - pubs.geoscienceworld.org
ABSTRACT The University of California Berkeley's (UCB) Earthquake Alert Systems
(ElarmS) is a network‐based earthquake early warning (EEW) algorithm that was one of the …

A threshold-based earthquake early warning using dense accelerometer networks

A Zollo, O Amoroso, M Lancieri, YM Wu… - Geophysical Journal …, 2010 - academic.oup.com
Most earthquake early warning systems (EEWS) developed so far are conceived as either
'regionaL '(network-based) or 'on-site'(stand-alone) systems. The recent implementation of …

Development of an earthquake early warning system using real-time strong motion signals

YM Wu, H Kanamori - Sensors, 2008 - mdpi.com
As urbanization progresses worldwide, earthquakes pose serious threat to lives and
properties for urban areas near major active faults on land or subduction zones offshore …

On-site alert-level earthquake early warning using machine-learning-based prediction equations

J Song, J Zhu, Y Wang, S Li - Geophysical Journal International, 2022 - academic.oup.com
To rapidly and accurately provide alerts at target sites near the epicentre, we develop an on-
site alert-level earthquake early warning (EEW) strategy involving P-wave signals and …

Earthquake early warning system in southern Italy: Methodologies and performance evaluation

A Zollo, G Iannaccone, M Lancieri… - Geophysical …, 2009 - Wiley Online Library
We investigate the effect of extended faulting processes and heterogeneous wave
propagation on the early warning system capability to predict the peak ground velocity …