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Extreme analysis of an annual rainfall dataset
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Mathematics.
2013 (English)In: Progress in Environmental Science and Engineering / [ed] Xu, QJ; Ju, YH; Ge, HH, 2013, 2756-2760 p.Conference paper, Published paper (Refereed)
Abstract [en]

Annual rainfall values in Fortaleza in Brazil from 1849 to 1979 are modeled with extreme values theory. Generalized Extreme Value (GEV) distribution with and without trend are estimated by using maximum likelihood method for these rainfall values. Moreover, return levels, which is inferred from estimation result of GEV, associated with various return periods are analyzed.

Place, publisher, year, edition, pages
2013. 2756-2760 p.
Series
Advanced Materials Research, ISSN 1022-6680 ; 610-613
Keyword [en]
Annual rainfall, GEV distribution, Return level, Trend, Data sets, Estimation results, Extreme value, Generalized extreme value, GEV distributions, Maximum likelihood methods, Return periods, Materials science, Rain
National Category
Natural Sciences
Identifiers
URN: urn:nbn:se:uu:diva-195438DOI: 10.4028/www.scientific.net/AMR.610-613.2756ISI: 000319792101170ISBN: 9783037855508 (print)OAI: oai:DiVA.org:uu-195438DiVA: diva2:608000
Conference
2nd International Conference on Energy, Environment and Sustainable Development, EESD 2012, 12 October 2012 through 14 October 2012, Jilin, Peoples Republic China
Available from: 2013-02-26 Created: 2013-02-25 Last updated: 2013-07-18Bibliographically approved

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