Reconstruction of electron radiation belts using data assimilation and machine learning

We present a reconstruction of radiation belt electron fluxes using data assimilation with low-Earth-orbiting Polar Orbiting Environmental Satellites (POES) measurements mapped to near equatorial regions. Such mapping is a challenging task and the appropriate methodology should be selected. To map P...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Alexander Y. Drozdov, Dmitri Kondrashov, Kirill Strounine, Yuri Y. Shprits
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Frontiers Media S.A. 2023-05-01
Σειρά:	Frontiers in Astronomy and Space Sciences
Θέματα:	radiation belts neural network multiple linear regression VERB code data assimilation machine learning
Διαθέσιμο Online:	https://www.frontiersin.org/articles/10.3389/fspas.2023.1072795/full
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