MTH5: An archive and exchangeable data format for magnetotelluric time series data
April 2, 2022
Magnetotellurics (MT) is a passive electromagnetic geophysical method that measures variations in subsurface electrical resistivity. MT data are collected in the time domain and processed in the frequency domain to produce estimates of a transfer function representing the Earth’s electrical structure. Unfortunately, the MT community lacks metadata and data standards for time series data. As the community grows and findability, accessibility, interoperability, and reuse of digital assets (FAIR) data principles are enforced by government and funding agencies, a standard is needed for time series data. Presented here is a hierarchical data format (MTH5) that is logically formatted to how MT data are collected. Open-source Python packages are also described to read, write, and manipulate MTH5 files. These include a package to deal with metadata (mt_metadata) based on standards developed by the Working Group for Magnetotelluric Data Handling and Software assembled by the Incorporated Research Institutions for Seismology (IRIS), and mth5: a package to interact with MTH5 files that uses mt_metadata. Example code and workflows are presented.
Citation Information
Publication Year | 2022 |
---|---|
Title | MTH5: An archive and exchangeable data format for magnetotelluric time series data |
DOI | 10.1016/j.cageo.2022.105102 |
Authors | Jared R. Peacock, Karl Kappler, Lindsey Heagy, Timothy Ronan, Anna Kelbert, Andrew Frassetto |
Publication Type | Article |
Publication Subtype | Journal Article |
Series Title | Computers & Geosciences |
Index ID | 70259611 |
Record Source | USGS Publications Warehouse |
USGS Organization | Geologic Hazards Science Center; Geology, Minerals, Energy, and Geophysics Science Center |
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MT-metadata: Open-source Python package to work with magnetotelluric metadata
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MTH5: an archivable and exchangeable HDF5 format for magnetotelluric data
MTH5 is an exchangeable and archivable format for magnetotelluric time series to better serve the community through FAIR principles. MTH5 is an HDF5 data container for magnetotelluric time series data, but could be extended to other data types. This open-source Python package provides tools for reading/writing/manipulating MTH5 files.
Jared Peacock
Research Geophysicist
Research Geophysicist
Email
Phone
Anna Kelbert, Ph.D. (Former Employee)
Research Geophysicist
Research Geophysicist
Related
MT-metadata: Open-source Python package to work with magnetotelluric metadata
An open-source Python package to make reading/writing/editing magnetotelluric metadata easier.
MTH5: an archivable and exchangeable HDF5 format for magnetotelluric data
MTH5 is an exchangeable and archivable format for magnetotelluric time series to better serve the community through FAIR principles. MTH5 is an HDF5 data container for magnetotelluric time series data, but could be extended to other data types. This open-source Python package provides tools for reading/writing/manipulating MTH5 files.
Jared Peacock
Research Geophysicist
Research Geophysicist
Email
Phone
Anna Kelbert, Ph.D. (Former Employee)
Research Geophysicist
Research Geophysicist