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

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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Bibliographic Details
Main Authors: Haonan Wu, Xiyan Tan, Qiong Zhang, Whitney Huang, Xian Lu, Yukitoshi Nishimura, Yongliang Zhang
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:Space Weather
Subjects:
auroral data assimilation
Gaussian process model (Lattice Kriging)
TIEGCM
THEMIS ASI
DMSP SSUSI
multiresolution assimilation
Online Access:https://doi.org/10.1029/2022SW003146
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https://doi.org/10.1029/2022SW003146

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