Assessment of porosity using spatial correlation-based radial basis function and neuro-fuzzy inference system

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dc.authoridTutmez, Bulent/0000-0002-2618-3285
dc.authorwosidTutmez, Bulent/ABG-8630-2020
dc.contributor.authorTutmez, Bulent
dc.date.accessioned2024-08-04T20:32:23Z
dc.date.available2024-08-04T20:32:23Z
dc.date.issued2010
dc.departmentİnönü Üniversitesien_US
dc.description.abstractAquifer porosity indicates the storage groundwater capacity and groundwater quality. It may be measured via different techniques. This paper presents a novel spatial methodology based on radial basis function (RBF) and neuro-fuzzy inference system for modelling the porosity. Use of the point cumulative semimadogram in RBF as a spatial measure is a novel contribution. In addition, the methodology examines the use of a neural network-based fuzzy inference system for porosity estimation. Performance comparisons with conventional methods show that the proposed spatial model has high modelling and generalization capability.en_US
dc.identifier.doi10.1007/s00521-009-0326-3
dc.identifier.endpage505en_US
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-77952879990en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage499en_US
dc.identifier.urihttps://doi.org/10.1007/s00521-009-0326-3
dc.identifier.urihttps://hdl.handle.net/11616/95043
dc.identifier.volume19en_US
dc.identifier.wosWOS:000275755000016en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer London Ltden_US
dc.relation.ispartofNeural Computing & Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectPorosityen_US
dc.subjectPoint semimadogramen_US
dc.subjectNeuro-fuzzy inferenceen_US
dc.subjectRadial basis functionen_US
dc.titleAssessment of porosity using spatial correlation-based radial basis function and neuro-fuzzy inference systemen_US
dc.typeArticleen_US

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