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Trend analysis of precipitation using innovative approaches in northwestern Turkey

dc.contributor.authorKoruk, Ali Emre
dc.contributor.authorSan, Murat
dc.contributor.authorNacar, Sinan
dc.contributor.buuauthorKANKAL, MURAT
dc.contributor.buuauthorYıldız, Mehmet Berkant
dc.contributor.buuauthorAkçay, Fatma
dc.contributor.departmentMühendislik Fakültesi
dc.contributor.departmentİnşaat Mühendisliği Ana Bilim Dalı
dc.contributor.orcid0000-0003-0897-4742
dc.contributor.orcid0000-0001-6134-9220
dc.contributor.researcheridCBG-3616-2022
dc.contributor.researcheridLNP-9162-2024
dc.date.accessioned2024-11-26T05:25:27Z
dc.date.available2024-11-26T05:25:27Z
dc.date.issued2023-05-17
dc.description.abstractPrecipitation is highly sensitive to climate change, and monitoring its trends over time is essential for under-standing the effects of global warming on the Earth's water cycle. This study investigates the effects of climate change on monthly precipitation in the Susurluk Basin located in northwestern Turkey, using innovative trend analysis methods. Innovative Polygon Trend Analysis (IPTA) using star graphics and Improved Visualization for Innovative Trend Analysis (IV-ITA) techniques were used to analyze precipitation data from nine stations in the basin over 50 years (1970-2019), and the findings were compared to classical Mann-Kendall (MK) results. Ac-cording to the trend analysis results, the MK method detected significant trends in only two months in the decreasing direction. In these decreasing trends observed at Simav and Keles stations in November, z values were calculated as-2.38 and-2.05, respectively. IPTA method detected increasing trends in 54 months and decreasing trends in 40 months; this means there is a change of more than 5% between two half series. The IV-ITA method indicated an increase of more than 40% in the low values for January, March, August, and September. In addition, there was an increasing trend of more than 40% in the high values observed in September at all stations. It was observed that mean precipitation heights increased from September to December and then decreased throughout the basin. It is predicted that decreases in precipitation during dry seasons may put intense pressure on agricultural water use and affect water quality. In addition, the increase in precipitation in spring months may increase flood events. It was determined that graphical innovative trend analysis methods are more effective in trend identification than MK, and these methods' results have much higher visual inspection and linguistic interpretation possibilities. Innovative methods allow for more flexible and in-depth analysis using different statistical parameters.
dc.description.sponsorshipCouncil of Higher Education 100/2000 Doctoral Scholarship Project
dc.identifier.doi10.1016/j.pce.2023.103416
dc.identifier.issn1474-7065
dc.identifier.scopus2-s2.0-85159323329
dc.identifier.urihttps://doi.org/10.1016/j.pce.2023.103416
dc.identifier.urihttps://hdl.handle.net/11452/48453
dc.identifier.volume131
dc.identifier.wos000999386100001
dc.indexed.wosWOS.SCI
dc.language.isoen
dc.publisherPergamon-elsevier Science Ltd
dc.relation.bapGAP-418
dc.relation.journalPhysics And Chemistry Of The Earth
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi
dc.relation.tubitak2211-A
dc.subjectClimate-change
dc.subjectHomogeneity
dc.subjectTemperature
dc.subjectExtremes
dc.subjectBasin
dc.subjectInnovative polygon trend analysis
dc.subjectImproved visualization
dc.subjectMann-kendall
dc.subjectStar graph
dc.subjectSusurluk basin
dc.subjectScience & technology
dc.subjectPhysical sciences
dc.subjectGeosciences, multidisciplinary
dc.subjectMeteorology & atmospheric sciences
dc.subjectWater resources
dc.subjectGeology
dc.subjectMeteorology & atmospheric sciences
dc.titleTrend analysis of precipitation using innovative approaches in northwestern Turkey
dc.typeArticle
dspace.entity.typePublication
local.contributor.departmentMühendislik Fakültesi/İnşaat Mühendisliği Ana Bilim Dalı
local.indexed.atWOS
local.indexed.atScopus
relation.isAuthorOfPublication875454d9-443c-4a31-9bce-5442b8431fdb
relation.isAuthorOfPublication.latestForDiscovery875454d9-443c-4a31-9bce-5442b8431fdb

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