The New Solar Radiation Estimation Models Using Different Weight Functions in the Moving Least Squares Approach

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dc.contributor.authorKaplan, Ayse Gul
dc.date.accessioned2025-08-12T08:27:01Z
dc.date.issued2024
dc.departmentOsmaniye Korkut Ata Üniversitesi
dc.description.abstractIn this study, moving least squares approach (MLSA) is used for solar radiation (SR) estimation in the selected region. While developing new models with the MLSA, three different weight functions which are Gaussian, cubic spline and Wendland are used. The compatibility of some modified Angstr & ouml;m-type equations were tested to estimate of monthly average daily global SR at selected region. The most suitable equation was found by comparing with the values measured and obtained from the equation. In this paper, six different statistical error analysis tests are used in order to compare the performance of new proposed models. According to the results obtained in the selected region, the weight function for which the best performance values are obtained is the cubic spline weight function.
dc.identifier.doi10.1007/s40010-024-00880-0
dc.identifier.endpage315
dc.identifier.issn0369-8203
dc.identifier.issn2250-1762
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85196424728
dc.identifier.scopusqualityQ3
dc.identifier.startpage309
dc.identifier.urihttps://doi.org/10.1007/s40010-024-00880-0
dc.identifier.urihttps://hdl.handle.net/20.500.12502/5277
dc.identifier.volume94
dc.identifier.wosWOS:001251460900001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKaplan, Ayse Gul
dc.language.isoen
dc.publisherNatl Acad Sciences India
dc.relation.ispartofProceedings of the National Academy of Sciences India Section A-Physical Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250812
dc.subjectSolar radiation
dc.subjectMoving least squares approximation
dc.subjectGaussian weight function
dc.subjectCubic Spline weight function
dc.subjectWendland weight function
dc.subjectStatistical error tests
dc.titleThe New Solar Radiation Estimation Models Using Different Weight Functions in the Moving Least Squares Approach
dc.typeArticle

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