Fuzzy Logic Model for Determining Optimal Temperature-Humidity Index Values in Dairy Farms in Temperate Climate

Basit Öğe Kaydı
dc.authoridOZKAN, ILKER ALI/0000-0002-5715-1040
dc.authoridAytekin, Ibrahim/0000-0001-7769-0685
dc.authoridKibar, Mustafa/0000-0002-1895-019X
dc.contributor.authorKibar, Mustafa
dc.contributor.authorAytekin, Ibrahim
dc.contributor.authorOzkan, Ilker Ali
dc.date.accessioned2024-12-24T19:28:16Z
dc.date.available2024-12-24T19:28:16Z
dc.date.issued2024
dc.departmentSiirt Üniversitesi
dc.description.abstractIn livestock, temperature, humidity, and Temperature-Humidity Index (THI) affect the welfare, yields, health and viability of animals. This study aimed to develop optimal temperature, humidity, and THI thresholds for dairy farms in temperate climate regions using a fuzzy logic model. THI values were calculated using three different literature-derived equations, considering different temperature and humidity situations in dairy farms. The Mamdani-type fuzzy logic method was utilized to formulate linguistic expressions for temperature, humidity, and THI values. According to the THI thresholds, the areas below the Receiver Operating Characteristic (ROC) were found to be significant (p < 0.001) in all fuzzy algorithms. The study found 100% harmony with the THI thresholds of 66 and 72 for cattle in temperate climates, but only 73.6% harmony with the threshold of 74 for cattle adapted to tropical climate. Briefly, in temperate dairy farms, the fuzzy logic revealed that the optimal temperature, humidity and THI values should be between 14-18.5 degrees C, 65-70% and 52.5-64.5, respectively. However, further research is required to understand the impact of thresholds determined by fuzzy logic on dairy cow production and welfare.
dc.identifier.doi10.1080/10888705.2024.2400137
dc.identifier.issn1088-8705
dc.identifier.issn1532-7604
dc.identifier.pmid38186204
dc.identifier.scopus2-s2.0-85203549030
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1080/10888705.2024.2400137
dc.identifier.urihttps://hdl.handle.net/20.500.12604/6992
dc.identifier.wosWOS:001310421800001
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherRoutledge Journals, Taylor & Francis Ltd
dc.relation.ispartofJournal of Applied Animal Welfare Science
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241222
dc.subjectDairy cattle
dc.subjecttemperature-humidity index
dc.subjectfuzzy logic
dc.subjectMamdani
dc.subjectwelfare
dc.titleFuzzy Logic Model for Determining Optimal Temperature-Humidity Index Values in Dairy Farms in Temperate Climate
dc.typeArticle

Dosyalar

Koleksiyon

WOS İndeksli Yayınlar Koleksiyonu
PubMed İndeksli Yayın Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu