Spatio-Temporal Inversion Using the Selection Kalman Model

Data assimilation in models representing spatio-temporal phenomena poses a challenge, particularly if the spatial histogram of the variable appears with multiple modes. The traditional Kalman model is based on a Gaussian initial distribution and Gauss-linear forward and observation models. This mode...

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Bibliographic Details
Main Authors: Maxime Conjard, Henning Omre
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2021.636524/full