Spatiotemporal analysis of transition probabilities of wet and dry days under SSPs scenarios in the semi-arid Susurluk Basin, Türkiye

MakaleYalnız künye
  • SDG 6 · Temiz Su ve Sanitasyon
  • SDG 13 · İklim Eylemi

Özet

Precipitation, especially in regions dominated by the Mediterranean climate, is one of the most critical parameters of the hydrological cycle and the environment affected by climate change. One the one hand, the transition probabilities of wet and dry days in precipitation occurrence are a relatively new topic, on the other hand these are essential in defining the regional climate. For the first time, spatiotemporal variations of transition probabilities of wet and dry days in the Susurluk Basin, northwestern Türkiye, dominated by a semi-arid Mediterranean climate and also having a mountain climate, were analyzed based on the observation (1979–2014) and future terms (2030–2059 as short and 2070–2099 as long), under four Shared Socioeconomic Pathways (SSPs) scenarios. To do this, statistical downscaling was performed for 14 general circulation models (GCMs) from the CMIP6. By applying an ensemble of four high-performing GCMs, four indices for transition probabilities of wet and dry, i.e., a dry day following a dry day (FDD), a wet day following a dry day (FDW), a dry day following a wet day (FWD), and a wet day following a wet day (FWW), were calculated, and their changes were determined statistically. Monotonic and partial trends of the indices were also analyzed. According to the results, the FDD will increase in water year and wet period and autumn in the future, especially for the long term, in the basin dominated by the FDD (75 % in water year). The risks are higher in the western part of the basin, where human activities are intense, as the FDD is higher in this part than other parts especially in summer (90–100 %) in SSP3-7.0 and SSP5-8.5 scenarios for the long term. So, the length of consecutive dry days in the wet period and water year will increase in the basin, thus increasing the likelihood of droughts. As for the intra-term trends, the FDD increases and the FWW decreases in the water year and seasons in SSP3-7.0 and SSP5-8.5, contrary to the observation term.

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AlanDeğerDil
dc.contributor.authorŞan, Murat
dc.contributor.authorNacar, Sinan
dc.contributor.authorKankal, Murat
dc.contributor.authorBayram, Adem
dc.date.accessioned2026-10-22T10:19:03.040346756Z
dc.date.available2026-10-22T10:19:03.040346756Z
dc.date.issued2024
dc.description.abstractPrecipitation, especially in regions dominated by the Mediterranean climate, is one of the most critical parameters of the hydrological cycle and the environment affected by climate change. One the one hand, the transition probabilities of wet and dry days in precipitation occurrence are a relatively new topic, on the other hand these are essential in defining the regional climate. For the first time, spatiotemporal variations of transition probabilities of wet and dry days in the Susurluk Basin, northwestern Türkiye, dominated by a semi-arid Mediterranean climate and also having a mountain climate, were analyzed based on the observation (1979–2014) and future terms (2030–2059 as short and 2070–2099 as long), under four Shared Socioeconomic Pathways (SSPs) scenarios. To do this, statistical downscaling was performed for 14 general circulation models (GCMs) from the CMIP6. By applying an ensemble of four high-performing GCMs, four indices for transition probabilities of wet and dry, i.e., a dry day following a dry day (FDD), a wet day following a dry day (FDW), a dry day following a wet day (FWD), and a wet day following a wet day (FWW), were calculated, and their changes were determined statistically. Monotonic and partial trends of the indices were also analyzed. According to the results, the FDD will increase in water year and wet period and autumn in the future, especially for the long term, in the basin dominated by the FDD (75 % in water year). The risks are higher in the western part of the basin, where human activities are intense, as the FDD is higher in this part than other parts especially in summer (90–100 %) in SSP3-7.0 and SSP5-8.5 scenarios for the long term. So, the length of consecutive dry days in the wet period and water year will increase in the basin, thus increasing the likelihood of droughts. As for the intra-term trends, the FDD increases and the FWW decreases in the water year and seasons in SSP3-7.0 and SSP5-8.5, contrary to the observation term.
dc.identifier.articlenumber168641
dc.identifier.doi10.1016/j.scitotenv.2023.168641
dc.identifier.eissn1879-1026
dc.identifier.issn0048-9697
dc.identifier.pmid38007112
dc.identifier.scopus2-s2.0-85178349516
dc.identifier.startpage168641
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/11465
dc.identifier.volume912
dc.identifier.wosWOS:001127628400001
dc.language.isoen
dc.publisherElsevier B.V.
dc.relation.ispartofScience of the Total Environment
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectClimate change
dc.subjectCMIP6 archive
dc.subjectSSPs scenarios
dc.subjectStatistical downscaling
dc.subjectTransition probabilities
dc.subjectWet and dry days
dc.subject.classificationEnvironmental Sciences
dc.subject.classificationEnvironmental Sciences & Ecology
dc.subject.otherTurkey
dc.subject.otherRisk perception
dc.subject.otherwater
dc.subject.other'Dry' [
dc.subject.otherCMIP6 archive
dc.subject.otherSemi arid
dc.subject.otherShared socioeconomic pathway scenario
dc.subject.otherSocio-economics
dc.subject.otherStatistical downscaling
dc.subject.otherTransition probabilities
dc.subject.otherWater year
dc.subject.otherWet and dry
dc.subject.otherWet and dry day
dc.subject.otherclimate change
dc.subject.otherCMIP
dc.subject.otherdownscaling
dc.subject.otherdry season
dc.subject.otherregional climate
dc.subject.otherspatiotemporal analysis
dc.subject.otherwet season
dc.subject.otherArticle
dc.subject.otherautumn
dc.subject.otherdrought
dc.subject.otherhuman activities
dc.subject.otherprecipitation
dc.subject.otherprediction
dc.subject.otherrainy season
dc.subject.otherrelative humidity
dc.subject.otherriver basin
dc.subject.othersemiarid climate
dc.subject.othersummer
dc.subject.othertemperature
dc.subject.otherTurkey (republic)
dc.subject.otherclimate
dc.subject.othermountain
dc.subject.otherprobability
dc.titleSpatiotemporal analysis of transition probabilities of wet and dry days under SSPs scenarios in the semi-arid Susurluk Basin, Türkiye
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex20
rdl.citation.scopus20
rdl.citation.wos19
rdl.departmentGümüşhane University, Civil Engineering Department, 29100 Gümüşhane, Türkiye
rdl.oa.statusclosed
rdl.sdgSDG13
rdl.sdgSDG06
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)