Journal of Dairy Science · 1998 · 148 citations · 28 references
AgricultureAnimal SciencesDairy ScienceDairy Herd ManagementLactationLactation PhysiologyBody Condition ScoringBreed SelectionCalf HealthSelection IndexesSomatic Cell CountUdder HealthIndividual Cow Somatic Cell CountMilk Somatic Cell CountSire EvaluationSire ModelsSomatic Cell Count AssessmentSomatic Cell Count MeasurementSomatic Cell Count TestingUdder Health Assessment
Genetic parameters of subjectively scored milking speed and somatic cell score were estimated using REML and a sire model. Approximately 250,000 records were used. Heritabilities were 0.15 for milking speed and 0.14 and 0.16 for lactation mean somatic cell score (SCS) for first and second lactations, respectively. Genetic correlations between milking speed and SCS were 0.41 and 0.25 for first and second lactations, respectively, indicating that faster milking was associated with increased SCS. Genetic parameters for milking speed, SCS, and udder conformation were estimated using REML and an animal model. Records from approximately 120,000 cows were used. Genetic correlations were greatest for udder depth (-0.26) with SCS and for width of rear udder attachment (-0.24) with milking speed. An udder health index for use in sire selection was developed for an aggregate genotype that included subclinical mastitis in lactations 1 and > or = 2, clinical mastitis in lactations 1 and > or = 2, and milking time. Respective economic weights were -$12, -$31, -$15, -$59, and -$11 per genetic standard deviation. Traits in the selection index were milking speed, udder conformation, and SCS in first and later lactations. Standardized weights for a simple index for sires based on estimated breeding value from 50 daughter records were 5.5, -1.2, 3.5, -3.9, and -8.7 for udder depth, front teat length, milking speed, and SCS for first and later lactations, respectively. The accuracy of the index was 0.776, an increase of 15% over an index with only SCS.
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A Lactation Measure of Somatic Cell Count
G.R. Wiggans, G.E. Shook · Journal of Dairy Science · 1987 · 250 citations · Full text
A Scaling Procedure for Ordered Categorical Data
E. J. Snell · Biometrics · 1964 · 217 citations