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2021

Reconstructing the dynamics of the outer electron radiation belt by means of the standard and ensemble Kalman filter with the VERB-3D code

Abstract Reconstruction and prediction of the state of the near-Earth space environment is important for anomaly analysis, development of empirical models and understanding of physical processes. Accurate reanalysis or predictions that account for uncertainties in the associated model and the observations, can be obtained by means of data assimilation. The ensemble Kalman filter (EnKF) is one of the most promising filtering tools for non-linear and high dimensional systems in the context of terrestrial weather prediction. In ...

Tibocha, A.; de Wiljes, J.; . Y. Shprits, Y; Aseev, N.;

YEAR: 2021     DOI: https://doi.org/10.1029/2020SW002672

Kalman Filter; Ensemble Kalman filter; forecasting; Van Allen Probes



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