Non-local Observations and Information Transfer in Data Assimilation

Non-local observations are observations that cannot be allocated one specific spatial location. Examples are observations that are spatial averages of linear or non-linear functions of system variables. In conventional data assimilation, such as (ensemble) Kalman Filters and variational methods info...

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Bibliographic Details
Main Author: Peter Jan van Leeuwen
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-09-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fams.2019.00048/full