A Novel Machine Learning Technique to Identify and Categorize Plasma Waves in Spacecraft Measurements
Author:
Affiliation:
1. Laboratory for Atmospheric and Space Physics University of Colorado Boulder Boulder CO USA
2. Department of Astrophysical and Planetary Sciences University of Colorado Boulder Boulder CO USA
Funder
National Aeronautics and Space Administration
Publisher
American Geophysical Union (AGU)
Subject
Space and Planetary Science,Geophysics
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2021JA029567
Reference27 articles.
1. Alfvén Ion Cyclotron Waves in Sheath Regions Driven by Interplanetary Coronal Mass Ejections
2. The FIELDS Instrument Suite for Solar Probe Plus
3. WAVES: The radio and plasma wave investigation on the wind spacecraft
4. ON SPECTRAL BREAKS IN THE POWER SPECTRA OF MAGNETIC FLUCTUATIONS IN FAST SOLAR WIND BETWEEN 0.3 AND 0.9 AU
5. Nature of Kinetic Scale Turbulence in the Earth's Magnetosheath
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