Publication:
The Optimal Level of Factors for High Daily Milk Yield in Automatic Milking System

dc.authorscopusid56579810100
dc.authorscopusid24382127700
dc.authorscopusid6507081490
dc.authorscopusid55628979400
dc.authorscopusid24385660900
dc.authorwosidÖnder, Hasan/Aai-4149-2021
dc.authorwosidSitkowska, Beata/Aaw-8726-2020
dc.authorwosidKolenda, Magdalena/T-9937-2018
dc.authorwosidPiwczyński, Dariusz/J-3375-2016
dc.contributor.authorAerts, Joanna
dc.contributor.authorSitkowska, Beata
dc.contributor.authorPiwczynski, Dariusz
dc.contributor.authorKolenda, Magdalena
dc.contributor.authorOnder, Hasan
dc.contributor.authorIDSitkowska, Beata/0000-0002-1036-7450
dc.contributor.authorIDKolenda, Magdalena/0000-0002-9260-4391
dc.date.accessioned2025-12-11T01:19:01Z
dc.date.issued2022
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Aerts, Joanna] Lely Serv BV, Cornelis van der Lelylaan 1, NL-3147 PB Maassluis, Netherlands; [Sitkowska, Beata; Piwczynski, Dariusz; Kolenda, Magdalena] Bydgoszcz Univ Sci & Technol, Fac Anim Breeding & Biol, Dept Anim Biotechnol & Genet, PL-85084 Bydgoszcz, Poland; [Onder, Hasan] Ondokuz Mayis Univ, Dept Anim Sci, TR-55139 Samsun, Turkeyen_US
dc.descriptionSitkowska, Beata/0000-0002-1036-7450; Kolenda, Magdalena/0000-0002-9260-4391;en_US
dc.description.abstractOptimising daily milk yield in automatic milking systems (AMS) became one of the basic issues raised by many farmers. The aim of this study was to determine the best combination of factors and their levels suggested by the decision tree for high daily milk yield per AMS in dairy cattle herds. The study involved 4854 Polish Holstein -Friesian cows milked in 20 barns with Lely AMS. Statistical analysis was performed using two methods: multi -factorial analysis of variance and classification tree technique. Milk yield, number of cows, free robot time, milking speed, and cow treatment time (i.e. cleaning of teats before and after milking) were the significant determinants of total milk yield for all cows per milking robot and were most frequently used to construct the decision tree. The tree shows that the highest total milk yield per robot was observed for the group of cows that produced more than 30 kg of milk per day, with a milking speed of over 2.40 kg/min. and during robot days in which free time did not exceed 10% of the day. In AMS dairy herds, efforts should be made to select animals that transmit high milk yield and high milking speed while shortening free robot time and increasing daily milk yield per robot. Also, attention should be given to the percentage of box time spent on preparing the cow for milking and after milking because prolongation of this variable has a negative effect on daily milk yield per AMS.en_US
dc.description.sponsorshipPolish National Agency for Academic Exchange [PPI/APM/2019/1/00003, BN-51/2019]en_US
dc.description.sponsorshipFunding This article/material has been supported by the Polish National Agency for Academic Exchange under Grant No. PPI/APM/2019/1/00003. Research carried out within statutory research BN-51/2019en_US
dc.description.woscitationindexScience Citation Index Expanded
dc.identifier.doi10.1016/j.livsci.2022.105035
dc.identifier.issn1871-1413
dc.identifier.issn1878-0490
dc.identifier.scopus2-s2.0-85136149480
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.livsci.2022.105035
dc.identifier.urihttps://hdl.handle.net/20.500.12712/42809
dc.identifier.volume264en_US
dc.identifier.wosWOS:000868478100003
dc.identifier.wosqualityQ2
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofLivestock Scienceen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAutomatic Milking Systemen_US
dc.subjectDairy Cattleen_US
dc.subjectDecision Treeen_US
dc.subjectMilk Yielden_US
dc.titleThe Optimal Level of Factors for High Daily Milk Yield in Automatic Milking Systemen_US
dc.typeArticleen_US
dspace.entity.typePublication

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