Robust Data Assimilation in River Flow and Stage Estimation Based on Multiple Imputation Particle Filter

In this paper, new method is proposed for a more robust Data Assimilation (DA) design of the river flow and stage estimation. By using the new sets of data that are derived from the incorporated Multi Imputation Particle Filter (MIPF) in the DA structure, the proposed method is found to have overcom...

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Bibliographic Details
Main Authors: Zool Hilmi Ismail, Nor Anija Jalaludin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8883156/