Robust data assimilation in river flow and stage estimation based on multiple imputation particle filter

• Main Authors: Ismail, Zool Hilmi, Jalaludin, Nor Anija
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2019
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/89495/; http://dx.doi.org/10.1109/ACCESS.2019.2949616

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...