Regional modeling of global solar radiation dynamics as a function of geographical and meteorological data over Turkey

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dc.authorscopusid7005853072
dc.authorscopusid6602148086
dc.contributor.authorErtekin, Can
dc.contributor.authorEvrendilek, Fatih
dc.date.accessioned2024-09-19T15:41:15Z
dc.date.available2024-09-19T15:41:15Z
dc.date.issued2007
dc.departmentHatay Mustafa Kemal Üniversitesien_US
dc.description3rd International Conference Trends in Agricultural Engineering 2007, TAE 2007 -- 12 September 2007 through 14 September 2007 -- Prague -- 105006en_US
dc.description.abstractA total of 96 empirical models in linear, quadratic, cubic, logarithmic, exponential and hybrid forms using geographical and meteorological data were compared to estimate monthly average daily global solar radiation on a horizontal surface for 159 weather stations in Turkey. As a function of sunshine duration only, Jin et al. (2005) model provided most robust performance based on the error statistics of the coefficient of determination (R2), the mean percentage error (MPE), the mean bias error (MBE), and the root mean square error (RMSE). As a function of mean air temperature, precipitation, and sunshine duration, Chen et al. (2006) model gave best results. A comparison of observed and predicted monthly average daily global solar radiation for 35 sites typical of the major climate zones of Turkey had high R2 values. Spatial variability in mean annual global solar radiation observed was mapped using universal (co-)kriging with the spherical semi-variogram model. Crossvalidation statistics indicated that universal (co-)kriging was sufficiently reliable in prediction of spatial variability in global solar radiation across the country, particularly, in areas with a lack of incident solar radiation data.en_US
dc.identifier.endpage111en_US
dc.identifier.scopus2-s2.0-84900425083en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage106en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12483/14122
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherCzech University of Life Sciences Pragueen_US
dc.relation.ispartofConference Proceedings - 3rd International Conference, TAE 2007: Trends in Agricultural Engineering 2007en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEmpirical modelsen_US
dc.subjectGlobal solar radiationen_US
dc.subjectSpatio-temporal modelingen_US
dc.subjectTurkeyen_US
dc.subjectUniversal krigingen_US
dc.titleRegional modeling of global solar radiation dynamics as a function of geographical and meteorological data over Turkeyen_US
dc.typeConference Objecten_US

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