Prediction of engineering properties of rocks from microscopic data

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dc.contributor.authorÖzçelik, Yılmaz
dc.contributor.authorBayram, Fatih
dc.contributor.authorYaşıtlı, Nazmi Erhan
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-29T19:26:49Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-29T19:26:49Z
dc.date.issued2013
dc.departmentMühendislik Fakültesi
dc.description.abstractThe purpose of this study is to develop the empirical equations for the prediction of the physical and mechanical properties of limestone and marble from microscopic data including their mineralogical and petrographical properties and to test the validity of model equations by using multivariate statistical methods. This study was performed on 15 different rocks, composed of six limestone and nine marble samples. Stepwise multiple regression analysis was applied to predict the engineering properties of both the marble and limestone rock samples considering petrographical properties as inputs. In order to determine the overall significance of the empirical equations for prediction of the physical and mechanical properties of marble and limestone samples, the F test was also performed. As a result of this study, it is found that the empirical equations developed in this study are statistically significant.
dc.identifier.doi10.1007/s12517-012-0625-3
dc.identifier.endpage3668en_US
dc.identifier.issn1866-7511
dc.identifier.issue10en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpage3651en_US
dc.identifier.urihttps://doi.org/10.1007/s12517-012-0625-3
dc.identifier.urihttps://hdl.handle.net/20.500.12451/5716
dc.identifier.volume6en_US
dc.identifier.wosWOS:000324320400005
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofArabian Journal of Geosciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectRock
dc.subjectMarble
dc.subjectLimestone
dc.subjectMicroscopic Data
dc.subjectRock Fabric
dc.subjectTexture Coefficient
dc.subjectMultivariate Statistics
dc.subjectStepwise Regression Analyses
dc.titlePrediction of engineering properties of rocks from microscopic data
dc.typeArticle

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