Modeling monthly mean flow in a poorly gauged basin by fuzzy logic

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dc.contributor.authorToprak, Zeynel Fuat
dc.contributor.authorEriş, Ebru
dc.contributor.authorAğıralioğlu, Necati
dc.contributor.authorCigizoğlu, Hikmet Kerem
dc.contributor.authorYılmaz, Levent
dc.contributor.authorAksoy, Hafzullah
dc.contributor.authorCoşkun, Hilal Gonca
dc.contributor.orcid0000-0003-0601-7666
dc.contributor.orcid0000-0002-5336-9202
dc.contributor.orcid0000-0002-6527-9079
dc.contributor.orcid0000-0001-5807-5660
dc.date.accessioned2024-04-24T15:59:23Z
dc.date.available2024-04-24T15:59:23Z
dc.date.issued2009
dc.departmentDicle Üniversitesi, Mühendislik Fakültesi, İnşaat Mühendisliği Bölümüen_US
dc.description.abstractThe estimation of the monthly mean flow is a critical issue in many water resource development projects. However, in practice the mean flow is not easily determined in ungauged and poorly gauged basins. Therefore, in the literature, various flow estimation methods have been developed recently for mountainous regions which are generally ungauged or poorly gauged basins. In this study a fuzzy logic model based on the Mamdani approach was developed to estimate the flow for poorly gauged mountainous basins. This model was applied to the Solakli Basin which is located in the Eastern Black Sea Region of Turkey. Limited rainfall and flow data are available for this basin. In addition to these variables, the stream and time coefficients were introduced and used as variables for modeling. The data was divided into training and testing phases. The model results were compared with the measured data. The comparison depends on seven statistical characteristics, four different error modes and the contour map method. It was observed that the fuzzy model developed in this study yielded reliable results.en_US
dc.description.sponsorshipScientific and Technical Research Council of Turkey [TUBITAK 106M043]en_US
dc.description.sponsorshipThe study presented has been supported by the Scientific and Technical Research Council of Turkey under project number TUBITAK 106M043.en_US
dc.identifier.citationToprak, Z. F., Eriş, E., Ağıralioğlu, N., Cigizoğlu, H. K., Yılmaz, L., Aksoy, H. ve diğerleri. (2009). Modeling monthly mean flow in a poorly gauged basin by fuzzy logic. Clean - Soil, Air, Water, 37(7), 555-564.
dc.identifier.doi10.1002/clen.200800152
dc.identifier.endpage564en_US
dc.identifier.issn1863-0650
dc.identifier.issn1863-0669
dc.identifier.issue7en_US
dc.identifier.scopus2-s2.0-69449095330en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage555en_US
dc.identifier.urihttps://doi.org/10.1002/clen.200800152
dc.identifier.urihttps://hdl.handle.net/11468/14022
dc.identifier.urihttps://onlinelibrary.wiley.com/doi/10.1002/clen.200800152
dc.identifier.volume37en_US
dc.identifier.wosWOS:000268529800009en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorToprak, Zeynel Fuat
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofClean-Soil Air Wateren_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMonthly mean flowen_US
dc.subjectFuzzy logicen_US
dc.subjectFuzzy modelingen_US
dc.subjectFlow modelingen_US
dc.subjectPoorly gauged basinen_US
dc.titleModeling monthly mean flow in a poorly gauged basin by fuzzy logicen_US
dc.typeArticleen_US

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