Medium Energy Electron Flux in Earth's Outer Radiation Belt (MERLIN): A Machine Learning Model

The radiation belts of the Earth, filled with energetic electrons, comprise complex and dynamic systems that pose a significant threat to satellite operation. While various models of electron flux both for low and relativistic energies have been developed, the behavior of medium energy (120–600 keV)...

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Veröffentlicht in:	Space Weather 2020-11, Vol.18 (11), p.n/a
Hauptverfasser:	Smirnov, A. G., Berrendorf, M., Shprits, Y. Y., Kronberg, E. A., Allison, H. J., Aseev, N. A., Zhelavskaya, I. S., Morley, S. K., Reeves, G. D., Carver, M. R., Effenberger, F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms ASTRONOMY AND ASTROPHYSICS Dynamical systems Earth Electron density Electron flux electrons empirical modeling Energetic particles Energy Fluctuations Geomagnetic field Geomagnetism Geosynchronous orbits Global positioning systems GPS Machine learning magnetosphere Military satellites Mission planning Outer radiation belt Radiation Radiation belts Relativistic effects Satellites Solar activity Solar wind Solar wind parameters Space weather Three dimensional models Weather
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