Markov Chain transition probability modeling of radon gas records and future projection possibility determination

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dc.authorid0000-0003-2754-5492
dc.contributor.authorBilici, Ahmet
dc.contributor.authorKülahcı, Fatih
dc.contributor.authorBilici, Sevim
dc.contributor.authorŞen, Zekâi
dc.date.accessioned2023-03-03T10:38:49Z
dc.date.available2023-03-03T10:38:49Z
dc.date.issued2023
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, İnşaat Mühendisliği Bölümü
dc.description.abstractMarkov Chain models serve two purposes firstly, subdivide the main data based on the mean value and one and two standard deviation plus and minus values around the mean value. The second stage of modeling, after calculating the transition probabilities between these categories from the available data, is completed by repeatedly multiplying the categorization date groups until the steady-state transition probability values are obtained. This procedure provides a convenient modeling approach for radon gas transient measurement records. After a brief presentation of Markov Chain procedure in this paper, the application is carried out by considering five categories that lead to a better transition probability matrix. Such a matrix provides information about the probabilities of future transition at the radon data measuring station. In addition, it is possible to associate these transition probabilities with the possibility of an earthquake.
dc.description.sponsorshipAFADen_US
dc.identifier.citationBilici, A., Külahcı, F., Bilici, S. ve Şen, Z. (2023). Markov Chain transition probability modeling of radon gas records and future projection possibility determination. Journal of Atmospheric and Solar-Terrestrial Physics, 244. https://dx.doi.org/10.1016/j.jastp.2023.106027
dc.identifier.doi10.1016/j.jastp.2023.106027
dc.identifier.issn1364-6826
dc.identifier.scopus2-s2.0-85148545697
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://dx.doi.org/10.1016/j.jastp.2023.106027
dc.identifier.urihttps://hdl.handle.net/20.500.12511/10564
dc.identifier.volume244
dc.identifier.wos000948411000001en_US
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorŞen, Zekâi
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofJournal of Atmospheric and Solar-Terrestrial Physicsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectCategory
dc.subjectMarkov Chain Simulation
dc.subjectProbability
dc.subjectProjection
dc.subjectRadon
dc.subjectTransition
dc.titleMarkov Chain transition probability modeling of radon gas records and future projection possibility determination
dc.typeArticle

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