Investigating the Impact of Climate Parameters on Honey Yield under Migratory Beekeeping Conditions through Decision Tree Analysis: The Case of İzmir Province

dc.contributor.authorŞengül, Zekiye
dc.contributor.authorYücel, Banu
dc.contributor.authorSaner, Gamze
dc.contributor.authorTakma, Çiğdem
dc.date.accessioned2024-12-24T19:16:23Z
dc.date.available2024-12-24T19:16:23Z
dc.date.issued2023
dc.departmentSiirt Üniversitesi
dc.description.abstractThis study has investigated how climatic parameters affect honey yield in İzmir Province under the conditions of migratory beekeeping. The climate parameters of the years 1990-2020 obtained from the Turkish Statistical Institute (TURKSTAT) and the General Directorate of Meteorology were used in this research. The data were analyzed considering the routes used by migratory beekeepers in İzmir province to transport their colonies, and the effects of climatic parameters in these regions on honey yield were determined using a decision tree algorithm. The average minimum temperature was identified as the first effective factor for honey yield. This was followed by average wind speed, average relative humidity, average maximum temperature, total precipitation and average temperature. Based on results the average honey yield per hive is predicted to be 26.29 kg in climatic conditions where the average minimum temperature is greater than 10.81°C, the relative humidity is more than 66.03% and the average temperature is more than 18.36°C.
dc.identifier.doi10.18615/anadolu.1394787
dc.identifier.endpage280
dc.identifier.issn1300-0225
dc.identifier.issn2667-6087
dc.identifier.issue2
dc.identifier.startpage268
dc.identifier.trdizinid1214254
dc.identifier.urihttps://doi.org/10.18615/anadolu.1394787
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1214254
dc.identifier.urihttps://hdl.handle.net/20.500.12604/4370
dc.identifier.volume33
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofANADOLU Ege Tarımsal Araştırma Enstitüsü Dergisi
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241222
dc.subjectClimate change
dc.subjectdecision tree
dc.subjectBeekeeping
dc.subjecthoney yield
dc.titleInvestigating the Impact of Climate Parameters on Honey Yield under Migratory Beekeeping Conditions through Decision Tree Analysis: The Case of İzmir Province
dc.typeArticle

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