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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主要な著者:	Haonan Wu, Xiyan Tan, Qiong Zhang, Whitney Huang, Xian Lu, Yukitoshi Nishimura, Yongliang Zhang
フォーマット:	Artigo
言語:	Inglês
出版事項:	Wiley 2022-09-01
シリーズ:	Space Weather
主題:	auroral data assimilation Gaussian process model (Lattice Kriging) TIEGCM THEMIS ASI DMSP SSUSI multiresolution assimilation
オンライン･アクセス:	https://doi.org/10.1029/2022SW003146
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