The mathematical description of lactation curves in dairy cattle

NPP Macciotta, C Dimauro, SPG Rassu… - Italian Journal of …, 2011 - Taylor & Francis
This review gives an overview of the mathematical modelling of lactation curves in dairy
cattle. Over the last ninety years, the development of this field of study has followed the main …

Genomewide association analyses of lactation persistency and milk production traits in Holstein cattle based on imputed whole-genome sequence data

VB Pedrosa, FS Schenkel, SY Chen, HR Oliveira… - Genes, 2021 - mdpi.com
Lactation persistency and milk production are among the most economically important traits
in the dairy industry. In this study, we explored the association of over 6.1 million imputed …

A machine learning framework to predict the next month's daily milk yield, milk composition and milking frequency for cows in a robotic dairy farm

B Ji, T Banhazi, CJC Phillips, C Wang, B Li - biosystems engineering, 2022 - Elsevier
Highlights•A machine learning framework was developed to predict cow production
performance.•Models were trained using 5 years' data collected from robotic milking …

[PDF][PDF] Nutritional strategies to improve lactation persistency in dairy ewes

A Cannas, A Nudda, G Pulina - 2002 - dsana.org
Milk production is largely dependent on the shape of the lactation curve. Relevant elements
of the lactation pattern are the peak yield, which represents the maximum milk yield during …

[HTML][HTML] Modeling lactation curves and estimation of genetic parameters for first lactation test-day records of French Holstein cows

T Druet, F Jaffrézic, D Boichard, V Ducrocq - Journal of Dairy Science, 2003 - Elsevier
Several functions were used to model the fixed part of the lactation curve and genetic
parameters of milk test-day records to estimate using French Holstein data. Parametric …

[HTML][HTML] Using activity and milk yield as predictors of fresh cow disorders

JL Edwards, PR Tozer - Journal of dairy science, 2004 - Elsevier
The objective was to determine whether daily walking activity and milk yields could be used
as predictors of metabolic and digestive disorders early in lactation. Data were collected …

[HTML][HTML] Genomic-based genetic parameters for resilience across lactations in North American Holstein cattle based on variability in daily milk yield records

SY Chen, JP Boerman, LS Gloria, VB Pedrosa… - Journal of Dairy …, 2023 - Elsevier
Considering the increasing challenges imposed by climate change and the need to improve
animal welfare, breeding more resilient animals capable of better coping with environmental …

[HTML][HTML] Genetic relationships between persistency and reproductive performance in first-lactation Canadian Holsteins

BL Muir, J Fatehi, LR Schaeffer - Journal of dairy science, 2004 - Elsevier
The main objective of this study was to estimate genetic relationships between lactation
persistency and reproductive performance in first lactation. Relationships with day in milk at …

[HTML][HTML] Genome-wide association analysis and pathways enrichment for lactation persistency in Canadian Holstein cattle

DN Do, N Bissonnette, P Lacasse, F Miglior… - Journal of Dairy …, 2017 - Elsevier
Lactation persistency (LP), defined as the rate of declining milk yield after milk peak, is an
economically important trait for dairy cattle. Improving LP is considered a good alternative …

Methods of predicting milk yield in dairy cows—Predictive capabilities of Wood's lactation curve and artificial neural networks (ANNs)

W Grzesiak, P Błaszczyk, R Lacroix - Computers and electronics in …, 2006 - Elsevier
The study is focused on the capability of artificial neural networks to forecast milk yield for
both full and standardised lactations. We used a dataset of 108,931 daily milk yields (dataset …