遇见数据集

Detecting repeating earthquakes on the San Andreas Fault with unsupervised machine-learning of spectrograms (supplementary material)

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Zenodo2023-12-02 更新2026-05-26 收录
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Supplementary material for Sawi et al., 2023, Detecting repeating earthquakes on the San Andreas Fault with unsupervised machine-learning of spectrograms (The Seismic Record). Catalog of repeating earthquakes in sequences on a 10-km long segment of the San Andreas Fault in California from 1984-2019. Catalog Header YR/MO/DY...........Date of event HR/MN/SC...........Time of event LAT/LON/DEP........Location of event EX/EY/EZ...........Relative location uncertainty (in m) MAG................NCSN magnitude evID.................NCSN event ID seqID................Repeating earthquake sequence ID isRESp............Is quasi-periodic RES (bool) References: Sawi T., Waldhauser F., Holtzman B. K., Groebner, N. (2023) Detecting repeating earthquakes on the San Andreas Fault with unsupervised machine-learning of spectrograms. The Seismic Record. Waldhauser, F., and Schaff, D. P. (2021). A Comprehensive Search for Repeating Earthquakes in Northern California: Implications for Fault Creep, Slip Rates, Slip Partitioning, and Transient Stress. J Geophys Res B Solid Earth, 126(11), 1–22. https://doi.org/10.1029/2021JB022495

本数据集为Sawi等人2023年发表于《地震记录》(The Seismic Record)的论文《利用声谱图(spectrograms)无监督机器学习(unsupervised machine-learning)检测圣安德烈亚斯断层(San Andreas Fault)重复地震》的补充材料。 本数据集收录1984年至2019年加利福尼亚州圣安德烈亚斯断层一段10千米长断层段内各地震序列中的重复地震目录。 ### 目录表头 YR/MO/DY...........事件日期 HR/MN/SC...........事件时刻 LAT/LON/DEP........事件位置(纬度/经度/深度) EX/EY/EZ...........相对位置不确定性(单位:米) MAG................NCSN震级 evID.................NCSN事件ID seqID................重复地震序列ID isRESp............是否为准周期性重复事件(布尔值) ### 参考文献 1. Sawi T., Waldhauser F., Holtzman B. K., Groebner N. (2023) 利用声谱图无监督机器学习检测圣安德烈亚斯断层重复地震. 《地震记录》(The Seismic Record). 2. Waldhauser F., Schaff D. P. (2021). 北加州重复地震的全面搜索:对断层蠕变、滑移速率、滑移分配与瞬态应力的启示. 《地球物理学研究杂志B辑:固体地球》, 126(11), 1–22. https://doi.org/10.1029/2021JB022495

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2023-12-02
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