Cumulative Ordinary Kriging interpolation model to forecast radioactive fallout, and its application to Chernobyl and Fukushima assessment: A new method and mini review

dc.authorid0000-0003-2754-5492
dc.contributor.authorKülahcı, Fatih
dc.contributor.authorŞen, Zekai
dc.date.accessioned2022-11-16T11:39:37Z
dc.date.available2022-11-16T11:39:37Z
dc.date.issued2022
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, İnşaat Mühendisliği Bölümü
dc.description.abstractThe Cumulative Ordinary Kriging (COK) interpolation method has been proposed for the spatial prediction of atmospheric radioactive fallout in any given region. COK is built on the Ordinary Kriging and Cumulative Semivariogram methods and combines all their advantages to achieve statistically significant results. It is verified in this paper the reliability of the results from COK with other well-known Modified Shepard's Method (MSM), Inverse Distance Square (INDSQ), Polynomial Regression (PR), Natural Neighbour (NN), Radial Basis (RB), and Kriging Method interpolation methods. The model is tested in detail and in every possible way in two and three dimensions and applied to real-time Cs-134 and Cs-137 radioactive fallout data from the Chernobyl and Fukushima reactor accidents by combining both experimental and theoretical results. The results obtained from the applications for all interpolation methods are included in the supplementary materials section at the end of the article for the benefit of the readers. COK can also be used for spatial modelling of any particle at micro or macro scale. It can contribute significantly to environmental quality, ecological, and human health.
dc.description.sponsorshipTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) ; Firat Universityen_US
dc.identifier.citationKülahcı, F. ve Şen, Z. (2022). Cumulative Ordinary Kriging interpolation model to forecast radioactive fallout, and its application to Chernobyl and Fukushima assessment: A new method and mini review. Environmental Science and Pollution Research, 29(43), 64298-64311. https://doi.org/10.1007/s11356-022-21921-4
dc.identifier.doi10.1007/s11356-022-21921-4
dc.identifier.endpage64311
dc.identifier.issn0944-1344
dc.identifier.issn1614-7499
dc.identifier.issue43
dc.identifier.pmid35841508
dc.identifier.scopus2-s2.0-85134365866
dc.identifier.scopusqualityQ1
dc.identifier.startpage64298
dc.identifier.urihttps://doi.org/10.1007/s11356-022-21921-4
dc.identifier.urihttps://hdl.handle.net/20.500.12511/9977
dc.identifier.volume29
dc.identifier.wos000826133000009en_US
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.institutionauthorŞen, Zekai
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofEnvironmental Science and Pollution Researchen_US
dc.relation.publicationcategoryDiğer
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectInterpolation
dc.subjectModel
dc.subjectRadioactive Fallout
dc.subjectSpatial Analysis
dc.subjectWeighting Methods
dc.titleCumulative Ordinary Kriging interpolation model to forecast radioactive fallout, and its application to Chernobyl and Fukushima assessment: A new method and mini review
dc.typeReview Article

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