Fuzzy Bayesian modeling of sea-level along the east coast of Britain

Randon, N. J.; Lawry, J.; Horsburgh, K. J. ORCID: https://orcid.org/0000-0003-4803-9919; Cluckie, I. D.. 2008 Fuzzy Bayesian modeling of sea-level along the east coast of Britain. IEEE Transaction on Fuzzy Systems, 16 (3). 725-738. 10.1109/TFUZZ.2008.919278

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Abstract/Summary

A fuzzy Bayesian algorithm is introduced, allowing for the incorporation of both uncertainty and fuzziness into data derived models. This is applied to predicting the sea-level near the Thames Estuary at Sheerness, from tidal gauge measurements down the east coast, astronomical tidal prediction, and meteorological data. We show that this approach can result in accurate, low-dimensional models with low computational, costs and relatively fast execution times

Item Type:	Publication - Article
Digital Object Identifier (DOI):	10.1109/TFUZZ.2008.919278
Programmes:	Oceans 2025 > Shelf and coastal processes
ISSN:	1063-6706
Additional Keywords:	FUZZY NAIVE-BAYES; HARMONIC TIDAL PREDICTION; SEA LEVEL; SURGE; TIDE
NORA Subject Terms:	Marine Sciences
Date made live:	19 Jan 2009 15:37 +0 (UTC)
URI:	https://nora.nerc.ac.uk/id/eprint/5417

Item Type:

Publication - Article

Digital Object Identifier (DOI):

10.1109/TFUZZ.2008.919278

Programmes:

Oceans 2025 > Shelf and coastal processes

ISSN:

1063-6706

Additional Keywords:

FUZZY NAIVE-BAYES; HARMONIC TIDAL PREDICTION; SEA LEVEL; SURGE; TIDE

NORA Subject Terms:

Marine Sciences