SeismicDataNeNet

doi: 10.4121/20101901.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/20101901
Datacite citation style:
Stefan Nielsen (2022): SeismicDataNeNet. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/20101901.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
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In this DATASET we replicate seismological broadband data from IRIS Web Services (https://service.iris.edu/) including the IU network.  This is the data used for training and testing of the neural network for the paper "Temporal earthquake forecasting".


We provide both originally downloaded data and the version that has been processed (normlaised, standardised) and classified before being used as input for the network.


Original input files are mseed (miniseed)are named TESTxx.mseed (xx is number):


    -All files contain information on time interval, the recording station and data parameters in the mseed hearder.

     -Events used for training are TESTxx.mseed where xx=(7, 8, 3, 4, 5, 6, 9, 10, 11, 16, 17, 20, 21, 22, 24, 25, 27, 28, 31,  33, 34, 35, 37, 38)

     -Events used for testing are TESTyy.msedd where yy=(12,  13, 14, 15, 29, 30, 39)  


The standardized, normalized and classified data are in files normpre.p and normnoise.p, containing widows classified as precursor and noise, respectively, for the network training. These files are in format pickle, and are used as input for the network

     -File normnoise.p contains the formatted data from all windows classified as noise in all events (first 1000 s of 10 hours file).

      -File normpre.p contains the formatted data from all windows classified as precursor in all events (last 1000 s of 10 hours file). 

history
  • 2022-06-24 first online, published, posted
publisher
4TU.ResearchData
format
files in miniseed format and pickle format
organizations
University of Durham, Department of Earth Sciences

DATA

files (66)
  • 582,048,184 bytesMD5:83fa4ddf75d2918d0d075509f2ef3f3a normnoise.p
  • 582,048,184 bytesMD5:7c79940483fafa40f124d63b55f76c3a normpre.p
  • 10,174,976 bytesMD5:04440a76f05d59680695e76693c87aff TEST10.mseed
  • 10,174,976 bytesMD5:04440a76f05d59680695e76693c87aff TEST10.mseed
  • 9,592,320 bytesMD5:136e0d97916a8d95f21633a6dfbf3e53 TEST11.mseed
  • 9,592,320 bytesMD5:136e0d97916a8d95f21633a6dfbf3e53 TEST11.mseed
  • 8,829,440 bytesMD5:6f38e1534d9675faea6fda786d8f77f9 TEST12.mseed
  • 8,829,440 bytesMD5:6f38e1534d9675faea6fda786d8f77f9 TEST12.mseed
  • 9,047,552 bytesMD5:caa56154ae345c189fc471a94eb13a2b TEST13.mseed
  • 9,047,552 bytesMD5:caa56154ae345c189fc471a94eb13a2b TEST13.mseed
  • 7,647,232 bytesMD5:63e268d65b2fef37f859422a4803ef18 TEST14.mseed
  • 7,647,232 bytesMD5:63e268d65b2fef37f859422a4803ef18 TEST14.mseed
  • 8,578,560 bytesMD5:62cdc7070d192ea184844e5db4e0e3b4 TEST15.mseed
  • 8,578,560 bytesMD5:62cdc7070d192ea184844e5db4e0e3b4 TEST15.mseed
  • 8,274,432 bytesMD5:d461e679232ecb9972e05842b00dfeb2 TEST16.mseed
  • 8,274,432 bytesMD5:d461e679232ecb9972e05842b00dfeb2 TEST16.mseed
  • 7,757,824 bytesMD5:11fedc7b3acac4aa2f978dd6e9dd8fbb TEST17.mseed
  • 7,757,824 bytesMD5:11fedc7b3acac4aa2f978dd6e9dd8fbb TEST17.mseed
  • 8,218,624 bytesMD5:fe5da897169fbb2fb24da9be8af642e1 TEST20.mseed
  • 8,218,624 bytesMD5:fe5da897169fbb2fb24da9be8af642e1 TEST20.mseed
  • 10,170,368 bytesMD5:0e34b81849971e40812d6473b3e21ee7 TEST21.mseed
  • 10,170,368 bytesMD5:0e34b81849971e40812d6473b3e21ee7 TEST21.mseed
  • 8,694,272 bytesMD5:ddd46e23ebd08856599100577d9b4c7a TEST22.mseed
  • 8,694,272 bytesMD5:ddd46e23ebd08856599100577d9b4c7a TEST22.mseed
  • 8,841,216 bytesMD5:b7be5bb2e3b9e8e69cdeef59114f8bc1 TEST24.mseed
  • 8,841,216 bytesMD5:b7be5bb2e3b9e8e69cdeef59114f8bc1 TEST24.mseed
  • 8,970,752 bytesMD5:7d4ad95a611fb7228401cbdb7c2e8b7b TEST25.mseed
  • 8,970,752 bytesMD5:7d4ad95a611fb7228401cbdb7c2e8b7b TEST25.mseed
  • 9,590,784 bytesMD5:ea1679c6628616b2539076d048550e83 TEST27.mseed
  • 9,590,784 bytesMD5:ea1679c6628616b2539076d048550e83 TEST27.mseed
  • 8,132,096 bytesMD5:0a100cb6099d6a3ef5a82cbabe3d388d TEST28.mseed
  • 8,132,096 bytesMD5:0a100cb6099d6a3ef5a82cbabe3d388d TEST28.mseed
  • 7,904,768 bytesMD5:438c9100e6ae4d5483fe2e514593a307 TEST29.mseed
  • 7,904,768 bytesMD5:438c9100e6ae4d5483fe2e514593a307 TEST29.mseed
  • 7,933,440 bytesMD5:bb34f5fd661a878cb116ce62cd9f711e TEST3.mseed
  • 7,933,440 bytesMD5:bb34f5fd661a878cb116ce62cd9f711e TEST3.mseed
  • 7,873,536 bytesMD5:0dec365a19c09f752707aaee9b732dcf TEST30.mseed
  • 7,873,536 bytesMD5:0dec365a19c09f752707aaee9b732dcf TEST30.mseed
  • 8,383,488 bytesMD5:8e8f2d735827fc4ec33e373fe16ed95f TEST31.mseed
  • 8,383,488 bytesMD5:8e8f2d735827fc4ec33e373fe16ed95f TEST31.mseed
  • 8,388,608 bytesMD5:69baa5d07aa8a571aebe0f091662a855 TEST33.mseed
  • 8,388,608 bytesMD5:69baa5d07aa8a571aebe0f091662a855 TEST33.mseed
  • 8,292,352 bytesMD5:da476878765ec5a88006730a592445a9 TEST34.mseed
  • 8,292,352 bytesMD5:da476878765ec5a88006730a592445a9 TEST34.mseed
  • 8,232,960 bytesMD5:7370162df6592c0c58a763d030f1c1fe TEST35.mseed
  • 8,232,960 bytesMD5:7370162df6592c0c58a763d030f1c1fe TEST35.mseed
  • 9,399,808 bytesMD5:fa1cac85a9f2e08723289612a8fd726a TEST37.mseed
  • 9,399,808 bytesMD5:fa1cac85a9f2e08723289612a8fd726a TEST37.mseed
  • 9,731,584 bytesMD5:972472f048bea94fdae10f429e11d869 TEST38.mseed
  • 9,731,584 bytesMD5:972472f048bea94fdae10f429e11d869 TEST38.mseed
  • 7,851,520 bytesMD5:9d95a961f0358a4480d63c5c29456080 TEST39.mseed
  • 7,851,520 bytesMD5:9d95a961f0358a4480d63c5c29456080 TEST39.mseed
  • 7,929,344 bytesMD5:fd07be909e34b9397c98e50efba9152e TEST4.mseed
  • 7,929,344 bytesMD5:fd07be909e34b9397c98e50efba9152e TEST4.mseed
  • 8,366,592 bytesMD5:be674c44174b266bba5d12a5b9cf45d0 TEST5.mseed
  • 8,366,592 bytesMD5:be674c44174b266bba5d12a5b9cf45d0 TEST5.mseed
  • 7,601,664 bytesMD5:d049f9868555b57e1db689c9a8c43d94 TEST6.mseed
  • 7,601,664 bytesMD5:d049f9868555b57e1db689c9a8c43d94 TEST6.mseed
  • 10,015,744 bytesMD5:9b4669c152ead2608b9a7934c8ca91b8 TEST7.mseed
  • 10,015,744 bytesMD5:9b4669c152ead2608b9a7934c8ca91b8 TEST7.mseed
  • 8,914,944 bytesMD5:84368a51785f1b3aabca53e09a0dc842 TEST8.mseed
  • 8,914,944 bytesMD5:84368a51785f1b3aabca53e09a0dc842 TEST8.mseed
  • 8,467,968 bytesMD5:d186c30b75cb9c91b75abfdcb7a1cadb TEST9.mseed
  • 8,467,968 bytesMD5:d186c30b75cb9c91b75abfdcb7a1cadb TEST9.mseed
  • 22 bytesMD5:022bc9aac372d4630b432dfe3ba4283e testlist.p
  • 56 bytesMD5:7bd093b888d178e4184c38d6e34815b2 trainlist.p
  • download all files (zip)
    1,699,713,982 bytes unzipped