Evaluation of the accuracy of simple body measurements for live weight prediction in growing-finishing pigs

Two studies were carried out to evaluate the accuracy of simple body measurements to predict the live weight of growing-finishing pigs. Study I used 72 barrows from a Landrace-based line; Study II used 72 barrows from each of a Landrace-based (the same line as used in Study I) and a Duroc-based line. Study I was carried out between 57.5 ± 7.1 and 126.6 ± 7.45 kg BW; Study II between 40.6 ± 4.9 and 126 ± 8.4 kg BW. In both studies, pigs were weighed every 2 wk and various body dimensions were taken on the live animal and on dorsal- and lateral-view photographic images of the pig taken at the time of weighing. Stepwise regression analysis was used to develop equations to predict live weight from body measurements. The highest R2 values were obtained for regression equations based on live animal measurements such as chest circumference [R2= 0.95; Residual Standard Deviation (RSD) = 5.7 kg], and flank circumference (R2= 0.94; RSD = 6.5 kg). Regression equations based on live-animal measurements generally gave higher R2 values than those based on measurements on the photographic images; e.g., in Study I the equation based on shoulder height gave R2 of 0.84 (RSD = 10.5 kg) for the measurement taken on the live animal compared to R2 of 0.26 (RSD = 18.2 kg) for the same measurement taken on the lateral image. Combining measurements to calculate body surface areas or volumes gave little improvement in R2 when those for the respective individual measurements were already high. Estimates of weighing period, and genotype biases for weight prediction were small, although, significant (P > 0.05) for the prediction equations from both studies. The results of this study suggest that regression equations based on simple body measurements can be used to accurately predict live weight of growing-finishing pigs.

Name thesis:degree_name

M.S.

Level thesis:degree_level

Thesis

Discipline thesis:degree_discipline

Animal Sciences

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2010

Author dc:creator

• Ochoa Zaragoza, Luis Enrique

Contributors dc:contributor

• Ellis, Michael

• live weight prediction
• linear body measurements
• photographic image analysis

Statement dc:rights

• Copyright 2010 Luis Enrique Ochoa Zaragoza

Language dc:language

en

Handle dc:identifier

http://hdl.handle.net/2142/16207

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/16207