Codes and catalogs for: Parametric testing of EQTransformer's performance against a high-quality, manually-picked catalog for reliable and accurate seismic phase picking
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<strong>Codes and Catalogs for:</strong> "Parametric Testing of EQTransformer's Performance Against a High-Quality, Manually-Picked Catalog for Reliable and Accurate Seismic Phase Picking." <strong>Codes:</strong> <strong>overlap_check.py:</strong> This script tests the overlap parameter of EQTransformer to help minimize detection inconsistencies. <strong>picks_comparison_other_networks.py:</strong> This code evaluates the probability threshold of EQTransformer by obtaining the time differences between picks from a catalog and EQTransformer. <strong>test_seisbench_eq_eqt.py:</strong> A comparative analysis between the native EQTransformer and its implementation in SeisBench. <strong>Catalogs:</strong> <strong>picks_differences_all_years_0.01_mag_cat.csv:</strong> This catalog presents pick differences for the central Alpine Fault using the SAMBA network and manual picks from Michailos et al. (2019). <strong>sed_picks.csv:</strong> A catalog that showcases pick differences derived from data obtained from the Swiss Seismological Service (SED). <strong>Note:</strong> Versions <1.0 represent pre-acceptence files and should not be used.
**配套代码与数据集目录:** 「针对可靠且精准的地震相位拾取任务,基于高质量手动拾取目录对EQTransformer(EQTransformer)性能开展参数化测试」 **代码文件:** **overlap_check.py:** 该脚本用于测试EQTransformer的重叠参数,以最大限度降低检测过程中的不一致性。 **picks_comparison_other_networks.py:** 本代码通过获取某数据集目录中的拾取结果与EQTransformer输出的拾取结果之间的时间差,来评估EQTransformer的概率阈值。 **test_seisbench_eq_eqt.py:** 该脚本用于对原生EQTransformer与SeisBench(SeisBench)中的EQTransformer实现版本开展对比分析。 **数据集目录:** **picks_differences_all_years_0.01_mag_cat.csv:** 本目录展示了采用SAMBA台网及Michailos等人(2019)的手动拾取结果,所得到的阿尔卑斯断裂中部地区的拾取差异数据。 **sed_picks.csv:** 本目录呈现了源自瑞士地震服务中心(Swiss Seismological Service, SED)的数据集所衍生的拾取差异结果。 **备注:** 版本号低于1.0的文件均属于预验收文件,请勿使用。



