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  3. Correlation-derived seismic phase arrival times from matched-filter studies of Yellowstone (Wyoming) 2017, Kilauea volcano (Hawaii) 2018, and Ridgecrest (California) 2019: A dataset for developing phase-picking neural networks

Correlation-derived seismic phase arrival times from matched-filter studies of Yellowstone (Wyoming) 2017, Kilauea volcano (Hawaii) 2018, and Ridgecrest (California) 2019: A dataset for developing phase-picking neural networks

Dates

Publication Date
Start Date
2017-06-11
End Date
2019-07-16

Citation

Shelly, D.R., and Park, Y., 2024, Correlation-derived seismic phase arrival times from matched-filter studies of Yellowstone (Wyoming) 2017, Kilauea volcano (Hawaii) 2018, and Ridgecrest (California) 2019: A dataset for developing phase-picking neural networks, U.S. Geological Survey data release, https://doi.org/10.5066/P13JCJ2I.

Summary

This dataset contains correlation-derived seismic phase arrival times from three different studies: 1. Maple Creek Earthquake Swarm, Yellowstone, Wyoming, June 11 to September 6, 2017: Shelly, D. R., & J. L. Hardebeck (2019). Illuminating faulting complexity of the 2017 Yellowstone Maple Creek earthquake swarm. Geophysical Research Letters, 46, 2544– 2552. https://doi.org/10.1029/2018GL081607 2. Kilauea summit eruption earthquake sequence, Hawaii, April 29 to August 6, 2018: Shelly, D. R., & W. A. Thelen (2019). Anatomy of a caldera collapse: Kīlauea 2018 summit seismicity sequence in high resolution. Geophysical Research Letters, 46, 14395– 14403. https://doi.org/10.1029/2019GL085636 Shelly, D.R., and W. A. Thelen, 2020, High resolution [...]

Contacts

Originator :
David R Shelly, Yongsoo Park
Metadata Contact :
GHSC Data Steward, U.S. Geological Survey, Geologic Hazards Science Center
Publisher :
U.S. Geological Survey
Distributor :
U.S. Geological Survey - ScienceBase
SDC Data Owner :
Earthquake Hazards Program
USGS Mission Area :
Natural Hazards

Attached Files

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Correlation-derived_seismic_phase_arrival_times_v2.xml
Original FGDC Metadata
View 		24.43 KB application/fgdc+xml
yellowstone.csv 432.8 MB text/csv
ridgecrest.csv 385.7 MB text/csv
hawaii.csv 579.79 MB text/csv

Purpose

These datasets are being published to support a manuscript (Park, Y. and D. R. Shelly, The value of hyperparameter optimization in phase-picking neural networks) which uses these data to evaluate hyperparameter tuning for neural network phase picking models. We also expect that they may be useful for other studies of neural networks or other applications in seismology and geophysics.

Rights

This work is marked with Creative Commons Zero v1.0 Universal (https://creativecommons.org/publicdomain/zero/1.0/).

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DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P13JCJ2I

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