A COMPARISON OF THE STATISTICAL DISTRIBUTIONS OF AIR POLLUTION CONCENTRATIONS IN SINOP, TURKEY

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dc.authoridAYDIN, Demet/0000-0002-3491-8392
dc.contributor.authorAydin, Demet
dc.date.accessioned2025-03-23T19:26:11Z
dc.date.available2025-03-23T19:26:11Z
dc.date.issued2024
dc.departmentSinop Üniversitesi
dc.description.abstractThe increasing population and industrialization are the reasons for environmental and air pollution around the world. Air pollution is a major threat, especially to human health, both biological and economic. Therefore, determining the properties of air pollutants is very important for researchers and practitioners working in this field. In this study, the statistical distributions of some air pollutants are determined using the Gumbel, Weibull, generalized Pareto, log-normal, gamma, Rayleigh, and inverse Weibull distributions. The data was obtained from stations Boyabat and Merkez stations in Sinop province in 2017. The Kolmogorov-Smirnov test was used to determine the underlying distributions of the air pollution data. Then we use the root mean square error and coefficient of determination criteria to determine which distribution better fits the air pollution data. Finally, numerical results have shown that the generalized Pareto distribution demonstrates the best overall modeling performance, followed by log-normal and inverse Weibull distributions.
dc.description.sponsorshipSinop University Scientific Research Project [FEF-1901-16-11]
dc.description.sponsorshipThis work was supported by the Sinop University Scientific Research Project No. FEF-1901-16-11.
dc.identifier.doi10.37190/epe240403
dc.identifier.endpage68
dc.identifier.issn0324-8828
dc.identifier.issue4
dc.identifier.scopus2-s2.0-85214013784
dc.identifier.scopusqualityQ4
dc.identifier.startpage47
dc.identifier.urihttps://doi.org/10.37190/epe240403
dc.identifier.urihttps://hdl.handle.net/11486/4654
dc.identifier.volume50
dc.identifier.wosWOS:001380589200003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAydin, Demet
dc.language.isoen
dc.publisherTechnical Univ Wroclaw
dc.relation.ispartofEnvironment Protection Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250323
dc.subjectProbability-Distribution
dc.subjectParticulate Matter
dc.subjectPm10 Concentration
dc.subjectModel
dc.titleA COMPARISON OF THE STATISTICAL DISTRIBUTIONS OF AIR POLLUTION CONCENTRATIONS IN SINOP, TURKEY
dc.typeArticle

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