ANN-Based Estimation of Groundwater Quality Using a Wireless Water Quality Network

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dc.authoridTuna, Gurkan/0000-0002-6466-4696
dc.authoridPotirakis, Stelios M./0000-0001-5928-4587
dc.authoridArkoc, Orhan/0000-0002-5610-8251;
dc.authorwosidTuna, Gurkan/AAG-4412-2019
dc.authorwosidPotirakis, Stelios M./I-3399-2016
dc.authorwosidArkoc, Orhan/P-4174-2019
dc.authorwosidArkoc, Orhan/F-9948-2017
dc.contributor.authorKilicaslan, Yilmaz
dc.contributor.authorTuna, Gurkan
dc.contributor.authorGezer, Gulsum
dc.contributor.authorGulez, Kayhan
dc.contributor.authorArkoc, Orhan
dc.contributor.authorPotirakis, Stelios M.
dc.date.accessioned2024-06-12T11:20:59Z
dc.date.available2024-06-12T11:20:59Z
dc.date.issued2014
dc.departmentTrakya Üniversitesien_US
dc.description.abstractWater is essential for life. Considering its importance for humans, it must be periodically analyzed to ensure its quality. In this study, a wireless water quality network is deployed to collect water quality parameters periodically and an artificial neural network-based estimation method is proposed to estimate groundwater quality. Estimating groundwater quality enables the authorities to take immediate actions for ensuring water quality. Compared to traditional water quality analysis methods, the proposed method has the advantage of letting the authorities know the quality of their water resources beforehand. A set of simulation studies given in this paper proves the efficiency and accuracy of the proposed method.en_US
dc.description.sponsorshipYildiz Technical University Scientific Research Projects Coordination Department [2013-04-04-KAP02]en_US
dc.description.sponsorshipThis research has been supported by Yildiz Technical University Scientific Research Projects Coordination Department (Project no. 2013-04-04-KAP02).en_US
dc.identifier.doi10.1155/2014/458329
dc.identifier.issn1550-1329
dc.identifier.issn1550-1477
dc.identifier.scopus2-s2.0-84901008840en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1155/2014/458329
dc.identifier.urihttps://hdl.handle.net/20.500.14551/25876
dc.identifier.wosWOS:000335677800001en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherHindawi Ltden_US
dc.relation.ispartofInternational Journal Of Distributed Sensor Networksen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subject[No Keywords]en_US
dc.titleANN-Based Estimation of Groundwater Quality Using a Wireless Water Quality Networken_US
dc.typeArticleen_US

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