Using visual image analysis to describe pig growth in terms of size and shape

Random regression models were used to analyse the daily growth data for a total of 25 pigs of two commercial crossbred types between 75 and 140 days of age. A visual imaging system placed above a feeding station provided daily the plan area and length measurements of different body parts. Daily live-weight measurements of the pigs were obtained from a platform balance integrated into an electronic feeding station. Growth curves associated with different measures, pigs and types were compared. Significant differences in the age growth curves between the pig types could only be found in the ham width measurements (P < 0.05). The linear measure of ham width showed the greatest difference between the two types, and the lowest coefficient of variation among individual animals. Size measures were shown to be a more consistent indicator of pig performance during growth than live weight: pigs with a relatively large surface area or ham width at the early growth stage also have relatively large surface area or ham width at later stages and the between-animal variation in these measurements remains constant with age. Gain in live weight relative to increase in size differed significantly between the two pig types (P < 0.05). Pigs of the two types had significantly different shapes, but the change of shape during growth did not differ significantly between them. The allometric relationships between surface area and ham width1.85 and between body length and ham width0.85 indicate that the ham widths of pigs increase faster in proportion to full body measures. Variations between individual animals in size increase and shape change are significant (P < 0.05). The analysis suggests that VIA size and shape measurements provide valid descriptors of pig growth.

[1]  J. A. Marchant,et al.  Pig growth and conformation monitoring using image analysis , 1999 .

[2]  C. Pomar,et al.  Modeling stochasticity: Dealing with populations rather than individual pigs , 2003 .

[3]  J. E. Brown,et al.  A Comparison of Nonlinear Models for Describing Weight-Age Relationships in Cattle , 1976 .

[4]  Paul V. Preckel,et al.  Development of a Stochastic Pig Compositional Growth Model , 2003 .

[5]  H. Akaike A new look at the statistical model identification , 1974 .

[6]  P. W. Knap,et al.  Aspects of stochasticity: variation between animals. , 1995 .

[7]  Allan P. Schinckel,et al.  Evaluation of Alternative Nonlinear Mixed Effects Models of Swine Growth , 2002 .

[8]  Samuel Brody,et al.  Bioenergetics and growth. With special reference to the efficiency complex in domestic animals. , 1946 .

[9]  Colin T. Whittemore,et al.  A case for size and shape scaling for understanding nutrient use in breeding sows and growing pigs , 2000 .

[10]  J. A. Marchant,et al.  Monitoring pig growth using a prototype imaging system , 1999 .

[11]  Allan P. Schinckel,et al.  Nonlinear Mixed Effects Model for Swine Growth , 2001 .

[12]  Colin T. Whittemore,et al.  The relationship between the body shape of living pigs and their carcass morphology and composition. , 2004 .

[13]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[14]  Anthony C. Davison,et al.  Bootstrap Methods and Their Application , 1998 .

[15]  David J. Parsons,et al.  The effectiveness of a visual image analysis (VIA) system for monitoring the performance of growing/finishing pigs , 2004 .

[16]  R C Littell,et al.  Statistical analysis of repeated measures data using SAS procedures. , 1998, Journal of animal science.

[17]  Colin T. Whittemore,et al.  The science and practice of pig production , 1995 .

[18]  Geert Molenberghs,et al.  Linear Mixed Models in Practice , 1997 .

[19]  J. Jensen,et al.  Genetic evaluation of dairy cattle using test-day models. , 2001, Journal of dairy science.

[20]  Thomas C. Bridges,et al.  A mathematical procedure for estimating animal growth and body composition , 1986 .

[21]  Physical and chemical composition of the carcass of three different types of pigs grown from 25 to 115 kg live weight , 2003 .

[22]  S. Andersen,et al.  Growth and food intake curves for group-housed gilts and castrated male pigs , 1996 .