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dc.contributor.authorDinçer, N. Güler
dc.contributor.authorYalçın, M. Oğuzhan
dc.date.accessioned2020-11-20T15:01:53Z
dc.date.available2020-11-20T15:01:53Z
dc.date.issued2016
dc.identifier.issn1735-1472
dc.identifier.issn1735-2630
dc.identifier.urihttps://doi.org/10.1007/s13762-016-1118-9
dc.identifier.urihttps://hdl.handle.net/20.500.12809/2272
dc.descriptionWOS: 000388722600016en_US
dc.description.abstractAir pollution monitoring networks are the primary tools for measuring, managing and assessing air quality. However, these networks need considerable financial resources due to expensive devices and analyses, as well as such issues as the likely redundancy in the number of samples. The primary objective of this study was to identify possible information and equipment redundancies in Turkish monitoring networks. Thus, it is expected that the results of this study may help reduce air pollution monitoring expenses and increase monitoring efficiency. For this purpose, the Fuzzy C-Means clustering algorithm and time series analyses were used. This study has two novelties. First, this is the first study to be conducted for this purpose in Turkey. Further, Dickey-Fuller test statistics and model parameters have not been used as clustering variables before. Thus, it is expected that both stochastic behavior and concentration levels of PM10 time series will be reflected simultaneously, and similarities among monitoring stations will be better identified.en_US
dc.item-language.isoengen_US
dc.publisherSpringeren_US
dc.item-rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAir Pollution Monitoring Networksen_US
dc.subjectTime Series Analysisen_US
dc.subjectFuzzy Clusteringen_US
dc.subjectDickey-Fuller Unit Root Testen_US
dc.titleRevealing information and equipment redundancies in air pollution monitoring networks in Turkeyen_US
dc.item-typearticleen_US
dc.contributor.departmentMÜ, Fen Fakültesi, İstatistik Bölümüen_US
dc.contributor.institutionauthorDinçer, N. Güler
dc.contributor.institutionauthorYalçın, M. Oğuzhan
dc.identifier.doi10.1007/s13762-016-1118-9
dc.identifier.volume13en_US
dc.identifier.issue12en_US
dc.identifier.startpage2927en_US
dc.identifier.endpage2938en_US
dc.relation.journalInternational Journal of Environmental Science and Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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