地球与行星物理论评（中英文）2025，Vol.56Issue(4)：361-371,11.DOI:10.19975/j.dqyxx.2024-059
几种地震目录可视化方法简述
A brief overview of several earthquake catalog visualization methods
摘要
Abstract
Earthquake catalogs are crucial data for seismic hazard analysis and serve as essential information for studying lithospheric dynamics.They play a significant role in national economic development,earthquake ana-lysis and forecasting,engineering seismic resistance,and earthquake disaster reduction.In geoscience,seismolo-gists often utilize two-dimensional and three-dimensional scatter plots,magnitude-time(M-T)diagrams,and other visualization methods to explore relationships such as earthquake magnitude and frequency variations with epicen-ter locations,as well as the evolution of earthquake magnitude over time.With the continuous enhancement of seis-mic monitoring capabilities,the completeness of earthquake catalogs has been improving annually.However,tradi-tional visualization methods are becoming increasingly inadequate for simultaneously representing associations among multiple variables.Moreover,for large-scale earthquake catalog data,issues like limited resolution leading to overlapping graphical elements can arise.This not only hampers the effective extraction of hidden knowledge from large-scale earthquake catalog data but may also convey misleading visual information.To address these chal-lenges,this study proposes four distinct visualization methods for earthquake catalog data.These methods simultan-eously encode information on earthquake magnitude and frequency variations with epicenter locations,occurrence times,and other variables,employing high-dimensional and multi-visual channel fusion techniques for compre-hensive visualization.They efficiently represent the interrelationships among magnitude,frequency,occurrence time,and epicenter location in large-scale earthquake catalog data,providing a new reference for earthquake cata-log visualization.Applying this approach,the study compares and validates these methods against traditional visu-alization techniques such as scatter plots and M-T diagrams using over 70000 earthquake catalog entries from the China Seismic Experimental Site between 2009 and 2021.The results effectively resolve the aforementioned issues and offer valuable insights into the visualization of large-scale earthquake catalog data.This contributes to a com-prehensive understanding of the spatiotemporal distribution patterns of earthquake events,elucidates the underly-ing physical processes of earthquakes,and supports experts in researching,forecasting earthquakes,and improving seismic engineering design.The findings indicate that the Sichuan-Yunnan region exhibits high seismic activity and hazard levels,primarily concentrated near fault zones such as the Longmenshan Fault Zone.Areas like Tengchong also demonstrate elevated seismic activity,warranting attention to these regions characterized by high frequency but moderate magnitude earthquakes.关键词
地震目录可视化/高斯核函数/川滇地区/数据挖掘/震级-频次图Key words
seismic catalog visualization/Gaussian kernel function/Southwest China/data mining/magnitude-frequency diagram分类
天文与地球科学引用本文复制引用
何培,张怀,石耀霖..几种地震目录可视化方法简述[J].地球与行星物理论评（中英文）,2025,56(4):361-371,11.基金项目
国家自然科学基金资助项目(U2239205) Supported by the National Natural Science Foundation of China(Grant No.U2239205) （U2239205）
