RESEARCH OUTCOMES / Statistical Seismology

统计地震学

用统计模型和严格的评价方法认识地震活动及预测能力。

08项代表性成果
按在线发表时间从新到旧

PUBLICATIONS

A Spatio-Temporal Neural Kernel Function Model for Earthquake Clustering: Bridging ETAS and Neural Point Processes

作者: Chengxiang Zhan, Stephen Wu, Jiancang Zhuang, Shichen Gao
关键词: Neural point process · ETAS Model · statistical seismology · seismicity modeling

AutoBETA: Fully Automated Earthquake Catalog Replenishment Tool

作者: Chengxiang Zhan, Jiancang Zhuang, Stephen Wu
关键词: Catalog incompleteness · statistical seismology

Flexible seismicity modeling with neural modulated renewal processes

作者: Chengxiang Zhan, Jiancang Zhuang, Stephen Wu
关键词: Neural point process · ETAS Model · statistical seismology · seismicity modeling

Incorporating Non-Seismicity Precursors Into Earthquake Probabilistic Forecasting Model

作者: Yiqun Zhang, Peng Han, Hongyan Chen, Chengxiang Zhan, Yuanyuan Niu, Jiancang Zhuang, Kaiguang Zhu
关键词: ETAS Model · ULF Magnetic Anomalies · Carbon Monoxide Anomalies · Probabilistic Earthquake Forecast

ETAS-inspired Spatio-temporal convolutional (STC) model for next-day earthquake forecasting

作者: Chengxiang Zhan, Shichen Gao, Ying Zhang, Jiawei Li, Qingyan Meng
关键词: Convolutional neural network · ETAS Model · statistical seismology · seismicity modeling

A New 3-D Error Diagram for a More Balanced Assessment of Binary Alarms for Predicting Earthquakes: Application to TIR Anomalies in Sichuan Area, China

作者: Ying Zhang; Didier Sornette; Qingyan Meng
关键词: Earthquake · Molchan diagram · seismology · thermal infrared anomaly (TIRA)

Statistical Correlation Between DEMETER Satellite Electronic Perturbations and Global Earthquakes With M ≥ 4.8

作者: Ying Zhang; Mei Li; Qinghua Huang; Zhigang Shao; Jing Liu; Xuemin Zhang; Weiyu Ma; Michel Parrot
关键词: Detection of Electro-Magnetic Emissions Transmitted from Earthquake Regions (DEMETER) · earthquake · electron density perturbation (EDP) · ionospheric perturbations · precursor

Seismicity Changes before Major Earthquakes in Sichuan, China, Revealed by a Combination of the RTL Algorithm and ETAS Model

作者: Ying Zhang; Qinghua Huang
关键词: Seismic quiescence · Region–time–length algorithm · Epidemic-type aftershock sequence model · Background event probability · Sichuan earthquakes