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A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle

The accurate estimation of livestock weights is important for many aspects of livestock management including nutrition, production and appropriate dosing of pharmaceuticals. Subtherapeutic dosing has been shown to accelerate pathogen resistance which can have subsequent widespread impacts. There are...

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Autores principales: Lesosky, Maia, Dumas, Sarah, Conradie, Ilana, Handel, Ian Graham, Jennings, Amy, Thumbi, Samuel, Toye, Phillip, de Clare Bronsvoort, Barend Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3552367/
https://www.ncbi.nlm.nih.gov/pubmed/22923040
http://dx.doi.org/10.1007/s11250-012-0220-3
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author Lesosky, Maia
Dumas, Sarah
Conradie, Ilana
Handel, Ian Graham
Jennings, Amy
Thumbi, Samuel
Toye, Phillip
de Clare Bronsvoort, Barend Mark
author_facet Lesosky, Maia
Dumas, Sarah
Conradie, Ilana
Handel, Ian Graham
Jennings, Amy
Thumbi, Samuel
Toye, Phillip
de Clare Bronsvoort, Barend Mark
author_sort Lesosky, Maia
collection PubMed
description The accurate estimation of livestock weights is important for many aspects of livestock management including nutrition, production and appropriate dosing of pharmaceuticals. Subtherapeutic dosing has been shown to accelerate pathogen resistance which can have subsequent widespread impacts. There are a number of published models for the prediction of live weight from morphometric measurements of cattle, but many of these models use measurements difficult to gather and include complicated age, size and gender stratification. In this paper, we use data from the Infectious Diseases of East Africa calf cohort study and additional data collected at local markets in western Kenya to develop a simple model based on heart girth circumference to predict live weight of east African shorthorn zebu (SHZ) cattle. SHZ cattle are widespread throughout eastern and southern Africa and are economically important multipurpose animals. We demonstrate model accuracy by splitting the data into training and validation subsets and comparing fitted and predicted values. The final model is weight(0.262) = 0.95 + 0.022 × girth which has an R (2) value of 0.98 and 95 % prediction intervals that fall within the ±20 % body weight error band regarded as acceptable when dosing livestock. This model provides a highly reliable and accurate method for predicting weights of SHZ cattle using a single heart girth measurement which can be easily obtained with a tape measure in the field setting.
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spelling pubmed-35523672013-01-24 A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle Lesosky, Maia Dumas, Sarah Conradie, Ilana Handel, Ian Graham Jennings, Amy Thumbi, Samuel Toye, Phillip de Clare Bronsvoort, Barend Mark Trop Anim Health Prod Original Research The accurate estimation of livestock weights is important for many aspects of livestock management including nutrition, production and appropriate dosing of pharmaceuticals. Subtherapeutic dosing has been shown to accelerate pathogen resistance which can have subsequent widespread impacts. There are a number of published models for the prediction of live weight from morphometric measurements of cattle, but many of these models use measurements difficult to gather and include complicated age, size and gender stratification. In this paper, we use data from the Infectious Diseases of East Africa calf cohort study and additional data collected at local markets in western Kenya to develop a simple model based on heart girth circumference to predict live weight of east African shorthorn zebu (SHZ) cattle. SHZ cattle are widespread throughout eastern and southern Africa and are economically important multipurpose animals. We demonstrate model accuracy by splitting the data into training and validation subsets and comparing fitted and predicted values. The final model is weight(0.262) = 0.95 + 0.022 × girth which has an R (2) value of 0.98 and 95 % prediction intervals that fall within the ±20 % body weight error band regarded as acceptable when dosing livestock. This model provides a highly reliable and accurate method for predicting weights of SHZ cattle using a single heart girth measurement which can be easily obtained with a tape measure in the field setting. Springer Netherlands 2012-08-25 2012 /pmc/articles/PMC3552367/ /pubmed/22923040 http://dx.doi.org/10.1007/s11250-012-0220-3 Text en © The Author(s) 2012 https://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
spellingShingle Original Research
Lesosky, Maia
Dumas, Sarah
Conradie, Ilana
Handel, Ian Graham
Jennings, Amy
Thumbi, Samuel
Toye, Phillip
de Clare Bronsvoort, Barend Mark
A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title_full A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title_fullStr A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title_full_unstemmed A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title_short A live weight–heart girth relationship for accurate dosing of east African shorthorn zebu cattle
title_sort live weight–heart girth relationship for accurate dosing of east african shorthorn zebu cattle
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3552367/
https://www.ncbi.nlm.nih.gov/pubmed/22923040
http://dx.doi.org/10.1007/s11250-012-0220-3
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