Probabilistic modeling of flood characterizations with parametric and minimum information pair-copula model

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dc.contributor.authorDaneshkhah, Alireza
dc.contributor.authorRemesan, Renji
dc.contributor.authorChatrabgoun, Omid
dc.contributor.authorHolman, Ian P.
dc.date.accessioned2016-07-11T13:44:47Z
dc.date.available2016-07-11T13:44:47Z
dc.date.issued2016-06-21
dc.description.abstractThis paper highlights the usefulness of the minimum information and parametric pair-copula construction (PCC) to model the joint distribution of flood event properties. Both of these models outperform other standard multivariate copula in modeling multivariate flood data that exhibiting complex patterns of dependence, particularly in the tails. In particular, the minimum information pair-copula model shows greater flexibility and produces better approximation of the joint probability density and corresponding measures have capability for effective hazard assessments. The study demonstrates that any multivariate density can be approximated to any degree of desired precision using minimum information pair-copula model and can be practically used for probabilistic flood hazard assessment.en_UK
dc.identifier.citationAlireza Daneshkhah, Renji Remesan, Omid Chatrabgoun, Ian P. Holman, Probabilistic modeling of flood characterizations with parametric and minimum information pair-copula model, Journal of Hydrology, Volume 540, September 2016, pp. 469-487en_UK
dc.identifier.issn0022-1694
dc.identifier.urihttp://dx.doi.org/10.1016/j.jhydrol.2016.06.044
dc.identifier.urihttp://dspace.lib.cranfield.ac.uk/handle/1826/10116
dc.language.isoenen_UK
dc.publisherElsevieren_UK
dc.rightsAttribution 4.0 Internationalen_UK
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectFlood frequency analysisen_UK
dc.subjectFlood hazard characterizationen_UK
dc.subjectReturn perioden_UK
dc.subjectD-vine modelen_UK
dc.subjectMinimum information pair-copula modelen_UK
dc.subjectHimalaya (India)en_UK
dc.titleProbabilistic modeling of flood characterizations with parametric and minimum information pair-copula modelen_UK
dc.typeArticleen_UK

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