Datasets:

ziye0013
/

CDSM

trace_name stringlengths 22 26	trace_category stringclasses 2 values	source_id stringlengths 1 18 ⌀	p_arrival_sample float64 12 2.88k ⌀	s_arrival_sample float64 190 5.64k ⌀	coda_end_sample float64	h5_index int64 0 1.14M	snr_db stringlengths 10 40 ⌀
PAX.AK_20171223054422_EV	earthquake_local	ak17645744	501.2	1,032.2	null	806,295	[15.69999981 16.10000038 22.39999962]
CHUM.AK_20121102144731_EV	earthquake_local	ak012e3ylqlh	500	1,411.9	null	383,548	[31.79999924 38. 29.70000076]
MOD.BK_20150211102211_EV	earthquake_local	nn00482559	400	1,137.151	null	730,137	[43.20000076 15.39999962 33.79999924]
RAMR.BK_20151130133644_EV	earthquake_local	nc72562476	600	946	null	847,242	[15.80000019 15.60000038 18.60000038]
VRUT.UU_20160411105409_EV	earthquake_local	nn00540128	500	1,404.232	null	990,626	[26.5 21.5 20. ]
YFT.WY_20170617212443_EV	earthquake_local	uu60205077	400	891	null	1,028,404	[19.5 22.10000038 15.10000038]
ERR.CI_20130607050912_EV	earthquake_local	ci15356289	900	1,394	null	465,525	[22.29999924 26.70000076 14.69999981]
GDXB.NC_20120327031416_EV	earthquake_local	nc71754250	700	755	null	512,843	[24.70000076 21.20000076 18.79999924]
GHO.AK_20140331185503_EV	earthquake_local	604376684	800	3,807	null	568,049	[40.29999924 41.5 34.40000153]
B081.PB_20130128073749_EV	earthquake_local	ci15278481	600	1,580	null	81,293	[44. 42.29999924 38.79999924]
WAK.NN_20180421025701_EV	earthquake_local	nn00631161	700	1,309.164	null	994,882	[36.40000153 31.60000038 36.5 ]
RYN.NN_20140715132902_EV	earthquake_local	nn00452302	500	1,329.316	null	874,608	[21.60000038 16.29999924 15.5 ]
BVAR.KZ_20070726101149_EV	earthquake_local	12571566	907.9	1,147.9	null	348,310	[26.70000076 15.30000019 26.39999962]
WAK.NN_20170818023523_EV	earthquake_local	nn00601391	700	1,332.942	null	994,395	[ 9.60000038 19. 13.10000038]
O03D.TA_20120926055409_EV	earthquake_local	601864192	500	3,629	null	763,534	[30.39999962 29.60000038 31. ]
KAN14.GS_20141023011234_EV	earthquake_local	ismpkansas70041123	900	1,287	null	642,810	[29.20000076 28.10000038 19.29999924]
VRDI.AK_20180408054726_EV	earthquake_local	ak19094009	800	1,908.7	null	990,068	[23. 25.29999924 28.5 ]
B916.PB_20130116110408_EV	earthquake_local	ci15273825	700	1,033	null	249,126	[30.89999962 27.20000076 26.10000038]
B081.PB_20140408101730_EV	earthquake_local	ci15487161	700	1,119	null	88,696	[31. 31.79999924 28.70000076]
DPP.CI_20170221222356_EV	earthquake_local	ci37810192	600	1,329	null	453,146	[24.79999924 24.5 17.60000038]
GDXB.NC_20101109011959_EV	earthquake_local	nc71486161	640	681	null	496,936	[29.39999962 30. 31.20000076]
B081.PB_20120930012245_EV	earthquake_local	ci15222649	500	1,075	null	79,758	[29.79999924 31.29999924 26.70000076]
HENM.NM_20150611125106_EV	earthquake_local	nm60104681	500	801	null	592,322	[30.60000038 25.10000038 29.29999924]
OHAK.AT_20180329195548_EV	earthquake_local	us2000dv6b	900	3,898	null	770,490	[31.70000076 26.10000038 14.60000038]
KNK.AK_20170101115247_EV	earthquake_local	ak14874651	598.2	1,046.2	null	657,029	[17.5 14.80000019 11.30000019]
MDM.AK_20170311061950_EV	earthquake_local	ak15463411	810.2	1,283.2	null	712,723	[22.60000038 23.70000076 20.79999924]
K27K.TA_20150426135910_EV	earthquake_local	607211067	800	3,737	null	624,104	[40.09999847 35.59999847 33.09999847]
GDXB.NC_20110608055823_EV	earthquake_local	nc71581815	398	472	null	502,879	[27.29999924 22. 24.39999962]
DESD.HV_20180621165921_EV	earthquake_local	hv70300191	696	928	null	432,650	[18.89999962 14.5 18.29999924]
LHV.NN_20180714200237_EV	earthquake_local	nn00644715	900	1,415.996	null	691,713	[20.60000038 17.10000038 20.5 ]
LRW.GB_20180115015818_NO	noise	null	null	null	null	1,109,027	null
GDXB.NC_20110706032840_EV	earthquake_local	nc71596305	400	469	null	503,714	[27.10000038 27.79999924 29.79999924]
GC02.OK_20150417104235_EV	earthquake_local	610587703	600	1,956	null	486,126	[31.79999924 26.79999924 24.29999924]
JAR.NC_201604301451_NO	noise	null	null	null	null	1,073,624	null
GWY.NN_20170512005039_EV	earthquake_local	nn00588694	600	1,277.829	null	585,859	[33.40000153 36.5 28.5 ]
GDXB.NC_20150814212424_EV	earthquake_local	nc72506066	397	463	null	548,082	[28.5 23.70000076 28.60000038]
SNET.SV_20150321134444_EV	earthquake_local	607181350	500	2,678	null	921,868	[16.60000038 20.20000076 16.5 ]
SSN.AK_20180305090613_EV	earthquake_local	ak18588147	702.2	1,412.2	null	935,708	[ 8.39999962 18.79999924 4.5999999 ]
C24K.TA_20180812160701_EV	earthquake_local	ak20078002	600	2,602.6	null	358,416	[19.5 19.20000076 13.60000038]
FIESA.CH_20121025011108_EV	earthquake_local	604481798	600	1,889	null	474,260	[51.5 52.09999847 52.29999924]
BKZ.NZ_20121016234303_EV	earthquake_local	606594746	900	2,199	null	320,040	[85.59999847 79.90000153 73.90000153]
B916.PB_20180403205858_EV	earthquake_local	ci37906527	900	1,048	null	257,136	[35.20000076 32.59999847 32.29999924]
BAR.CI_20121016060625_EV	earthquake_local	ci15231217	800	1,834	null	291,567	[13.10000038 9.89999962 15.30000019]
TRIN.BK_201710071948_NO	noise	null	null	null	null	1,037,064	null
B045.PB_20140717004112_EV	earthquake_local	nc72258726	500	1,580	null	43,860	[51.40000153 43.70000076 39.59999847]
ACTO.PO_201209220713_NO	noise	null	null	null	null	1,099,195	null
KAN01.GS_20150322080815_EV	earthquake_local	ismpkansas70085793	900	1,081	null	627,204	[46.40000153 49.90000153 35.90000153]
B204.PB_20120318013316_EV	earthquake_local	uw60403616	600	740	null	239,111	[32.5 33.70000076 33.5 ]
ECO.SN_20160116181041_EV	earthquake_local	nn00527175	800	1,761.539	null	459,326	[14.60000038 17.29999924 18.79999924]
B093.PB_20130819015048_EV	earthquake_local	ci15393537	799	1,194	null	228,194	[21.29999924 21.89999962 18.5 ]
LEC.SN_20150605121014_EV	earthquake_local	nn00497343	400	853.786	null	679,884	[39.79999924 39.5 40.90000153]
RDJH.AV_20160429163808_EV	earthquake_local	ak13503647	500	2,187	null	853,644	[27.5 23.70000076 20.29999924]
B073.PB_20150609082830_EV	earthquake_local	nc72463186	900	1,093	null	63,702	[37.40000153 36.59999847 34.70000076]
WES.CI_20080126190745_EV	earthquake_local	ci14344884	600	967	null	1,007,672	[20.5 17.5 13.19999981]
WMC.AZ_20120419114608_EV	earthquake_local	ci15137489	600	1,348	null	1,010,904	[15.5 18.10000038 19.70000076]
RUB.NN_20140407024400_EV	earthquake_local	nc72194920	400	1,145	null	870,368	[11.80000019 14.69999981 13.19999981]
KCC.BK_20160201073212_EV	earthquake_local	nc72587051	400	979	null	646,967	[19.89999962 18.79999924 16.10000038]
RWWY.IW_20180115170242_NO	noise	null	null	null	null	1,047,696	null
BZN.AZ_20080427093227_EV	earthquake_local	ci10320801	500	783	null	349,467	[16. 24.10000038 20.70000076]
R11A.TA_20110413015708_EV	earthquake_local	nn00332711	700	1,635.423	null	844,392	[51.79999924 54.70000076 52.79999924]
GDXB.NC_20150226084627_EV	earthquake_local	nc72401965	900	961	null	543,795	[25.79999924 23.5 24. ]
B201.PB_20150724100156_EV	earthquake_local	uw61045217	400	613	null	232,938	[15.19999981 13.80000019 14.30000019]
PYL.HP_20080221223826_EV	earthquake_local	11324669	700	1,700	null	840,097	[39.79999924 36.29999924 34.40000153]
CTC.NN_20171218083127_EV	earthquake_local	nn00615720	500	1,000	null	414,826	[16.10000038 20. 14.10000038]
E21K.TA_20171116111108_EV	earthquake_local	ak17247291	700	3,130	null	458,082	[38.5 42.59999847 38.40000153]
MGD.ZY_20130828152123_EV	earthquake_local	ci15398601	500	1,061	null	714,704	[19.5 23.29999924 17.5 ]
B081.PB_20140305195024_EV	earthquake_local	ci15472873	800	1,249	null	88,224	[20.39999962 20.29999924 14.30000019]
AIND.HV_20170522152138_EV	earthquake_local	hv61765531	700	1,309	null	14,481	[27.89999962 29.79999924 22.5 ]
B917.PB_20130510075942_EV	earthquake_local	ci15340497	600	1,367	null	259,703	[26.39999962 28. 24.29999924]
PAH.NN_20111219021838_EV	earthquake_local	nn00360368	500	1,026.26	null	796,513	[21.39999962 20.70000076 16.60000038]
LCMT.UU_20160724012641_EV	earthquake_local	nn00553099	400	1,558.448	null	678,563	[15. 20.60000038 8.69999981]
MDM.AK_20150403083010_EV	earthquake_local	606981625	500	4,836	null	712,392	[71.40000153 64.59999847 69.5 ]
RYN.NN_20130406032249_EV	earthquake_local	nn00408557	800	1,684.895	null	873,143	[17.29999924 16. 23. ]
CCB.AK_20101110214220_EV	earthquake_local	ak010efni4m9	700	1,156.8	null	369,707	[17.70000076 17.5 19.89999962]
GDXB.NC_20080916001032_EV	earthquake_local	nc51208149	399	460	null	495,755	[25.39999962 17.10000038 22.5 ]
GDXB.NC_20130424003738_EV	earthquake_local	nc71976230	898	988	null	524,681	[38.29999924 38.5 37.09999847]
SSN.AK_20120212174036_EV	earthquake_local	ak0121zegxqm	700	1,636.2	null	932,880	[ 3.79999995 12.10000038 15.89999962]
SAO.BK_20150323130116_EV	earthquake_local	nc72416210	500	777	null	886,349	[28.10000038 29.39999962 50.79999924]
GHO.AK_20181231092147_EV	earthquake_local	ak20608411	1,000	1,994.9	null	571,469	[40.20000076 38.79999924 41.09999847]
PNT.NN_20140621094910_EV	earthquake_local	nc72241346	800	1,443	null	826,335	[ 9.69999981 10.10000038 11.19999981]
B082.PB_20140228150939_EV	earthquake_local	ci15471057	500	1,214	null	116,537	[22.60000038 23.79999924 23.29999924]
VABB.BL_20180115162042_NO	noise	null	null	null	null	1,083,556	null
B084.PB_20130421225047_EV	earthquake_local	ci15330681	900	1,452	null	152,511	[25.39999962 21.60000038 29.20000076]
B082.PB_20120130031617_EV	earthquake_local	ci15103156	700	1,448	null	105,536	[21. 19.39999962 20.20000076]
PFO.AZ_20080115012310_EV	earthquake_local	ci14342884	796	1,116	null	810,684	[34.20000076 31.60000038 33. ]
RYN.NN_20180304153506_EV	earthquake_local	nn00624200	500	1,601.71	null	881,606	[13.69999981 8.5 4.19999981]
WAT7.AK_20171114170205_EV	earthquake_local	ak17213783	800	3,001	null	1,001,878	[40.5 44.59999847 41.79999924]
GHO.AK_20120124210025_EV	earthquake_local	ak012141egzx	500	1,640.1	null	566,229	[52.90000153 53.29999924 39.59999847]
PAH.NN_20121015173907_EV	earthquake_local	nn00391230	700	1,020.592	null	796,987	[35.5 33.20000076 32.59999847]
CTC.CI_20150307220112_EV	earthquake_local	ci37112559	800	1,170	null	412,626	[26.10000038 31.89999962 25.39999962]
GDXB.NC_20120216185040_EV	earthquake_local	nc71736716	600	656	null	511,334	[20.5 19.5 19.5]
B082.PB_201104281728_NO	noise	null	null	null	null	1,101,756	null
B081.PB_20120627023244_EV	earthquake_local	ci11127722	500	1,429	null	78,588	[14.60000038 13.89999962 13.19999981]
H20K.TA_20180222091801_EV	earthquake_local	ak18573337	400	839.2	null	587,175	[28.5 18.60000038 48.40000153]
GDXB.NC_20070707182010_EV	earthquake_local	nc71045611	700	822	null	491,622	[21.79999924 16.10000038 19.70000076]
GHO.AK_20120321120205_EV	earthquake_local	ak0123q5oqpu	700	1,684.7	null	566,592	[31.89999962 7.69999981 3.20000005]
CCB.AK_20110111035247_EV	earthquake_local	ak011i90ctn	589.2	1,380.2	null	369,906	[20.70000076 25.39999962 19.70000076]
DESD.HV_20160507173930_EV	earthquake_local	hv61253756	895	1,652	null	429,914	[16. 16.20000076 15.80000019]
B073.PB_20130330073322_EV	earthquake_local	nc71963120	600	1,345	null	63,107	[12. 13.39999962 5.4000001 ]
B084.PB_20150511210558_EV	earthquake_local	ci37378664	700	1,257	null	162,031	[36.29999924 30.39999962 34.5 ]

End of preview. Expand in Data Studio

CDSM-Net Processed Seismic Dataset

This repository provides the processed waveform data, metadata splits, training summary, and evaluation results used in the CDSM-Net study for seismic event detection and P/S phase picking.

Files

STEAD/
  merge.h5       # processed STEAD waveforms
  train.csv      # STEAD training split
  val.csv        # STEAD validation split
  test.csv       # STEAD test split

INSTANCE/
  Instance.h5    # processed INSTANCE waveforms
  test.csv       # INSTANCE cross-domain test split

result.csv       # final evaluation metrics
training_history.txt
README.md

The CSV files provide metadata and waveform indices used by the CDSM-Net code to read the corresponding HDF5 waveform files.

training_history.txt provides per-epoch validation metrics extracted from the training log.

Data Sources

These files are processed derivatives of two public datasets:

STEAD: STanford EArthquake Dataset
https://github.com/smousavi05/STEAD
INSTANCE: The Italian Seismic Dataset for Machine Learning
https://www.pi.ingv.it/banche-dati/instance/

This repository does not replace the original datasets. For complete raw data, station metadata, and official documentation, please refer to the original STEAD and INSTANCE releases.

License

This processed dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0), consistent with the licenses of the original STEAD and INSTANCE datasets.

Users should cite this processed dataset and the original STEAD and INSTANCE datasets when using these files.

Related Code

CDSM-Net source code and reproduction scripts are available at:

https://github.com/Fortunate-ziye/CDSM-Net

Citation

@misc{zhang2026cdsmnetdata,
  title     = {{CDSM-Net Processed Seismic Dataset}},
  author    = {Zhang, Hui and Wang, Shoubin and Peng, Guili and Zhang, Qi},
  year      = {2026},
  publisher = {Hugging Face},
  url       = {https://huggingface.co/datasets/ziye0013/CDSM},
  note      = {Processed derivative dataset based on STEAD and INSTANCE}
}

Please also cite the original STEAD and INSTANCE dataset papers:

Mousavi et al. (2019), IEEE Access, doi: 10.1109/ACCESS.2019.2947848
Michelini et al. (2021), Earth System Science Data, doi: 10.5194/essd-13-5509-2021

Contact

Guili Peng
School of Control and Mechanical Engineering, Tianjin Chengjian University
Email: penguili@126.com

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