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dc.contributor.authorDanandeh Mehr, Ali
dc.date.accessioned2019-10-07T13:09:28Z
dc.date.available2019-10-07T13:09:28Z
dc.date.issued2018
dc.identifier.citationDanandeh Mehr, A. (2018). Month Ahead Rainfall Forecasting Using Gene Expression Programming. American Journal of Earth and Environmental Sciences, 1 (2), 63-70.en_US
dc.identifier.urihttp://hdl.handle.net/20.500.12566/81
dc.description.abstractIn the present study, gene expression programming (GEP) technique was used to develop one-month ahead monthly rainfall forecasting models in two meteorological stations located at a semi-arid region, Iran. GEP was trained and tested using total monthly rainfall (TMR) time series measured at the stations. Time lagged series of TMR samples having weak stationary state were used as inputs for the modeling. Performance of the best evolved models were compared with those of classic genetic programming (GP) and autoregressive state-space (ASS) approaches using coefficient of efficiency (R2) and root mean squared error measures. The results showed good performance (0.53<R2<0.56) for GEP models at testing period. In both stations, the best model evolved by GEP outperforms the GP and are significantly superior to the ASS models.en_US
dc.description.sponsorshipNo sponsoren_US
dc.language.isoengen_US
dc.publisherAmerican Journal of Earth and Environmental Sciencesen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectGenetic programmingen_US
dc.subjectGene expression programmingen_US
dc.subjectMonthly rainfallen_US
dc.subjectTime series modellingen_US
dc.subjectState-space modellingen_US
dc.subjectGenetik programlamatr_TR
dc.subjectGen ekspresyonu programlamatr_TR
dc.subjectAylık yağıştr_TR
dc.subjectZaman serileri modellemesitr_TR
dc.subjectDurum uzayı modellemesitr_TR
dc.titleMonth ahead rainfall forecasting using gene expression programmingen_US
dc.typeinfo:eu-repo/semantics/articleen_US
dc.relation.publicationcategoryInternational publicationen_US
dc.identifier.volume1
dc.identifier.issue2
dc.identifier.startpage63
dc.identifier.endpage70
dc.contributor.orcid0000-0003-2769-106X [Danandeh Mehr, Ali]
dc.contributor.abuauthorDanandeh Mehr, Ali
dc.contributor.yokid275430 [Danandeh Mehr, Ali]


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