Establishing regional intensity?duration?frequency (IDF) relationships by using the L?moment approach and genetically based techniques for the Euphrates?Tigris basin

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dc.authorid0000-0002-1870-3535
dc.authorid0000-0003-4938-663X
dc.authoridorcid.org/0000-0003-3794-4032
dc.contributor.authorHınıs, Mehmet Ali
dc.contributor.authorYürekli, Kadri
dc.contributor.authorErdoğan, Müberra
dc.date.accessioned2024-05-02T13:28:34Z
dc.date.available2024-05-02T13:28:34Z
dc.date.issued2024
dc.departmentMühendislik Fakültesi
dc.description.abstractRegional intensity-duration-frequency (IDF) relationships for the Euphrates-Tigris basin were established using genetic programming (GP) and multi-gene genetic programming (MGGP). The regional homogeneity of the study area was provided with two sub-regions (SRI and SRII) using the L-moment method. Estimated intensity values for various recurrence periods from selected regional distributions, new IDF relationships were established through GP and MGGP approaches, and the successful results were compared with the results obtained from the distributions. In addition, the parameters of 11 empirical equations commonly used in the literature for rainfall intensities were determined according to particle swarm optimization (PSO), artificial bee colony (ABC), genetic algorithm (GA), and flow direction algorithm (FDA) optimization methods. The rainfall intensity results of both the new IDF equations established with GP and MGGP techniques and the highest-performing empirical equations showed that the closest findings to the data set from regional distributions were obtained with MGGP for SRI and GP for SRII.
dc.identifier.doi10.1007/s00704-023-04695-8
dc.identifier.endpage1380en_US
dc.identifier.issn0177-798X
dc.identifier.issn1434-4483
dc.identifier.issue2en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage1363en_US
dc.identifier.urihttps:/dx.doi.org10.1007/s00704-023-04695-8
dc.identifier.urihttps://hdl.handle.net/20.500.12451/11754
dc.identifier.volume155en_US
dc.identifier.wosWOS:001086379100003
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofTheoretical and Applied Climatology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectRainfall
dc.subjectDistributions
dc.subjectRegression
dc.subjectDerivation
dc.subjectAgorithmcurves
dc.subjectCurves
dc.titleEstablishing regional intensity?duration?frequency (IDF) relationships by using the L?moment approach and genetically based techniques for the Euphrates?Tigris basin
dc.typeArticle

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