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Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/23942

Title: Technical Note: Comparison of methods for threshold selection for extreme sea levels
Authors: Caballero-Megiddo, Cristina
Hillier, John K.
Wyncol, D.
Gouldby, B.
Bosher, Lee S.
Issue Date: 2017
Publisher: © Wiley
Citation: CABALLERO-MEGIDDO, C. ...et al., 2017. Technical Note: Comparison of methods for threshold selection for extreme sea levels. Journal of Flood Risk Management, In Press.
Abstract: Extreme value analysis is an important tool for studying coastal flood risk, but requires the estimation of a threshold to define an ‘extreme’, which is traditionally undertaken visually. Such subjective judgement is not accurately reproducible, so recently a number of quantitative approaches have been proposed. This paper therefore reviews existing methods, illustrated with coastal tide-gauge data and the Generalized Pareto Distribution, and proposes a new automated method that mimics the enduringly popular visual inspection method. In total five different types of statistical threshold selection and their variants are evaluated by comparison to manually derived thresholds, demonstrating that the new method is a useful, complementary tool.
Description: This paper is in closed access until 18th Jan 2018.
Version: Accepted for publication
DOI: 10.1111/jfr3.12296
URI: https://dspace.lboro.ac.uk/2134/23942
Publisher Link: http://dx.doi.org/10.1111/jfr3.12296
ISSN: 1753-318X
Appears in Collections:Closed Access (Civil and Building Engineering)

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