Multiresolution Data Assimilation for Auroral Energy Flux and Mean Energy Using DMSP SSUSI, THEMIS ASI, and An Empirical Model

Abstract We apply a multiresolution Gaussian process model (Lattice Kriging) to combine satellite observations, ground‐based observations, and an empirical auroral model, to produce the assimilation of auroral energy flux and mean energy over high‐latitude regions. Compared to a simple padding, the...

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Bibliografiska uppgifter

Huvudupphov:	Haonan Wu, Xiyan Tan, Qiong Zhang, Whitney Huang, Xian Lu, Yukitoshi Nishimura, Yongliang Zhang
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	Wiley 2022-09-01
Serie:	Space Weather
Ämnen:	auroral data assimilation Gaussian process model (Lattice Kriging) TIEGCM THEMIS ASI DMSP SSUSI multiresolution assimilation
Länkar:	https://doi.org/10.1029/2022SW003146
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