Osman, Yassin Z., Fealy, Rowan and Sweeney, John (2015) Modelling extreme temperatures in Ireland under global warming using a hybrid peak-over-threshold and a generalised Pareto distribution approach. International Journal of Global Warming, 7 (1). pp. 21-47. ISSN 1758-2083
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Official URL: http://dx.doi.org/10.1504/IJGW.2015.067414
Abstract
In the present paper, modelling extreme temperature to assess risk of
global warming in Ireland is addressed. The approach used is a combination of
peak-over-threshold (POT) – generalised Pareto distribution (GPD) in which
the parameter of distribution is allowed to vary with a dominant feature of
climate at the location. The dominant climatic feature at a location is
approximated by climatic variables derived from the National Centre for
Environmental Prediction (NCEP) reanalysis data. Data from six stations were
used to develop seasonal models for winter, spring, summer and autumn.
Future changes in extreme temperature values are generated by using climate
variables derived from (HadCM3) GCM for the A2 emissions scenario. The
software extRemes was used to develop the models as it serves the proposed
modelling approach. Results indicate that significant changes in extreme
temperature events are projected to occur in Ireland over the course of the
present century. These include hotter summers and mild winters.
Item Type: | Article |
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Additional Information: | The definitive version of this article is available at http://dx.doi.org/10.1504/IJGW.2015.067414 |
Keywords: | extreme temperature; generalised Pareto distribution; GPD; climate change; peak-over-threshold; POT; Ireland; |
Academic Unit: | Faculty of Social Sciences > Geography Faculty of Social Sciences > Research Institutes > Irish Climate Analysis and Research Units, ICARUS |
Item ID: | 7019 |
Depositing User: | Prof. John Sweeney |
Date Deposited: | 15 Mar 2016 16:38 |
Journal or Publication Title: | International Journal of Global Warming |
Publisher: | Inderscience |
Refereed: | Yes |
Funders: | Environmental Protection Agency (EPA) |
Related URLs: | |
URI: | https://mu.eprints-hosting.org/id/eprint/7019 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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