PERFORMANCE OF ARTIFICIAL NEURAL NETWORKS ON KRIGING METHOD IN MODELING LOCAL GEOID

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dc.contributor.authorAkcin, Hakan
dc.contributor.authorCelik, Cahit Tagi
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2013
dc.departmentNiğde ÖHÜ
dc.description.abstractTransformation of ellipsoidal heights determined by satellite techniques into local leveling heights requires geoid heights at points of interest. However, the geoid heights at each point are not available. In order to determine them, the local geoid in the transformation area must be modeled or computed by an appropriate method, one way of doing it, is to use control points both of whose ellipsoidal and local leveling heights are available. In this study, performance of geoid by ANN compared to Kriging method in modeling local geoid was presented. Moreover, the transformation ability of the methods was investigated through a geodetic test network in Bursa Metropolitan Area of Turkey. The results suggest that the model by ANN exhibit better results than the one by Kriging Method.
dc.identifier.doi10.1590/S1982-21702013000100006
dc.identifier.endpage97
dc.identifier.issn1982-2170
dc.identifier.issue1
dc.identifier.scopus2-s2.0-84875516589
dc.identifier.scopusqualityN/A
dc.identifier.startpage84
dc.identifier.urihttps://dx.doi.org/10.1590/S1982-21702013000100006
dc.identifier.urihttps://hdl.handle.net/11480/4485
dc.identifier.volume19
dc.identifier.wosWOS:000316594800006
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherUNIV FEDERAL PARANA, CENTRO POLITECNICO
dc.relation.ispartofBOLETIM DE CIENCIAS GEODESICAS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectGeoid
dc.subjectLocal Geoid Modeling
dc.subjectANN
dc.subjectKriging
dc.subjectTransformations
dc.titlePERFORMANCE OF ARTIFICIAL NEURAL NETWORKS ON KRIGING METHOD IN MODELING LOCAL GEOID
dc.typeArticle

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