Published March 10, 2022 | Version 1
Dataset Open

A database of MMS bow shock crossings compiled using machine learning

  • 1. The Swedish Institute of Space Physics (IRF), Uppsala, Sweden.
  • 2. Main Astronomical Observatory, Kyiv, Ukraine

Description

We use a machine learning approach to automatically identify shock crossings from the Magnetospheric Multiscale (MMS) spacecraft. We compile a database of 2797 crossings including various spacecraft related and shock related parameters for each event. Furthermore, for each event we provide an overview plot containing key parameters of the shock crossing.

A Technical report detailing the content of the database can be found at the DOI: http://dx.doi.org/10.1029/2022JA030454

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database_and_overview_plots.zip

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Additional details

Related works

Is documented by
10.48550/arXiv.2203.04680 (DOI)

Funding

SHARP – SHocks: structure, AcceleRation, dissiPation 101004131
European Commission