Fast report: performance of the ETAS model in forecasting aftershock occurrence and site-specific ground-shaking intensity for the 2025 Dapu, Taiwan, earthquake sequence

Abstract The 2025 Dapu, Taiwan, earthquake sequence highlights the need for real-time aftershock and ground-shaking forecasts to support disaster response and risk mitigation. This study applies the space–time epidemic-type aftershock-sequence (ETAS) model, integrated with a ground motion model, to simulate aftershock occurrence and site-specific ground-shaking intensity for the Dapu earthquake sequence. Using a real-time $${M}_{L}\ge 3.0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>M</mml:mi> <mml:mi>L</mml:mi> </mml:msub> <mml:mo>≥</mml:mo> <mml:mn>3.0</mml:mn> </mml:mrow> </mml:math> earthquake catalog, seismicity rates are estimated, and 1,000 sets of synthetic earthquake catalogs are generated for each forecast period. Results indicate that the workflow effectively forecasts aftershock activity and shaking intensity, with probabilities for $${M}_{L}\ge 5.0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>M</mml:mi> <mml:mi>L</mml:mi> </mml:msub> <mml:mo>≥</mml:mo> <mml:mn>5.0</mml:mn> </mml:mrow> </mml:math> events increasing from 30.5% within 1 day to 67.8% within 10 days, aligning with observed aftershocks. The probabilistic ground-shaking intensity forecasts for the Chiayi and Tainan stations demonstrate the model’s accuracy, capturing the spatiotemporal evolution of aftershocks. This approach enhances operational earthquake and aftershock forecasting, providing actionable insights for emergency preparedness in Taiwan.

Authors

Institutions

Publication Details

Journal
Terrestrial Atmospheric and Oceanic Sciences
Published
2025-04-03
DOI
https://doi.org/10.1007/s44195-025-00097-7
Citations
1
Primary Topic
earthquake and tectonic studies
Type
article
Field-Weighted Citation Impact
1.87

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fast report: performance of the ETAS model in forecasting aftershock occurrence and site-specific ground-shaking intensity for the 2025 Dapu, Taiwan, earthquake sequence

Ming‐Che Hsieh, Ting-Ying Lu, Y. H. Tai, Mau‐Song Chang et al.
1 citations
Terrestrial Atmospheric and Oceanic Sciences
earthquake and tectonic studies
1.87
article

Fast report: performance of the ETAS model in forecasting aftershock occurrence and site-specific ground-shaking intensity for the 2025 Dapu, Taiwan, earthquake sequence

Ming‐Che Hsieh, Ting-Ying Lu, Y. H. Tai, Mau‐Song Chang, Chun-Te Chen
article en
1 citations

Abstract

Abstract The 2025 Dapu, Taiwan, earthquake sequence highlights the need for real-time aftershock and ground-shaking forecasts to support disaster response and risk mitigation. This study applies the space–time epidemic-type aftershock-sequence (ETAS) model, integrated with a ground motion model, to simulate aftershock occurrence and site-specific ground-shaking intensity for the Dapu earthquake sequence. Using a real-time $${M}_{L}\ge 3.0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>M</mml:mi> <mml:mi>L</mml:mi> </mml:msub> <mml:mo>≥</mml:mo> <mml:mn>3.0</mml:mn> </mml:mrow> </mml:math> earthquake catalog, seismicity rates are estimated, and 1,000 sets of synthetic earthquake catalogs are generated for each forecast period. Results indicate that the workflow effectively forecasts aftershock activity and shaking intensity, with probabilities for $${M}_{L}\ge 5.0$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>M</mml:mi> <mml:mi>L</mml:mi> </mml:msub> <mml:mo>≥</mml:mo> <mml:mn>5.0</mml:mn> </mml:mrow> </mml:math> events increasing from 30.5% within 1 day to 67.8% within 10 days, aligning with observed aftershocks. The probabilistic ground-shaking intensity forecasts for the Chiayi and Tainan stations demonstrate the model’s accuracy, capturing the spatiotemporal evolution of aftershocks. This approach enhances operational earthquake and aftershock forecasting, providing actionable insights for emergency preparedness in Taiwan.

Terrestrial Atmospheric and Oceanic SciencesVol. 36(1)
National Central University (TW), Institute of Disaster Prevention (CN)
Ministry of Education, India, National Science and Technology Council
Openalex Percentile: Top 20%
earthquake and tectonic studies
1.87
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Fast report: performance of the ETAS model in forecasting aftershock occurrence and site-specific ground-shaking intensity for the 2025 Dapu, Taiwan, earthquake sequence — Ming‐Che Hsieh, Ting-Ying Lu, et al. · Terrestrial Atmospheric and Oceanic Sciences (2025) | TGRS Research Map | TGRS