Browse > Article
http://dx.doi.org/10.5713/ajas.2011.10341

Factor Analysis of Biometric Traits of Kankrej Cows to Explain Body Conformation  

Pundir, R.K. (National Bureau of Animal Genetic Resources)
Singh, P.K. (National Bureau of Animal Genetic Resources)
Singh, K.P. (Central Institute for Research on Buffako)
Dangi, P.S. (National Bureau of Animal Genetic Resources)
Publication Information
Asian-Australasian Journal of Animal Sciences / v.24, no.4, 2011 , pp. 449-456 More about this Journal
Abstract
Eighteen different biometric traits in 407 Kankrej cows from their breeding zone, i.e. Palanpur district of Gujarat, India, were recorded and analyzed by factor analysis to explain body conformation. The averages of body length, height at withers, height at shoulder, height at knee, heart girth, paunch girth, face length, face width, horn length, horn diameter, distance between horns, ear length, ear width, neck length, neck diameter, tail length with switch, tail length without switch and distance between hip bones were $123.44{\pm}0.37$, $124.49{\pm}0.28$, $94.68{\pm}0.30$, $38.2{\pm}0.14$, $162.56{\pm}0.56$, $178.95{\pm}0.70$, $44.09{\pm}0.10$, $15.91{\pm}0.05$, $42.47{\pm}0.53$, $26.07{\pm}0.19$, $13.34{\pm}0.08$, $31.24{\pm}0.12$, $16.10{\pm}0.05$, $50.63{\pm}0.18$, $73.21{\pm}0.32$, $111.62{\pm}0.53$, $89.34{\pm}0.34$ and $17.28{\pm}0.10\;cm$, respectively. The correlation coefficients between different traits ranged from -0.806 (horn diameter and distance between horns) to 0.815 (heart girth and paunch girth). Most of the correlations were positive and significant. Factor analysis with promax rotation with power 3 revealed three factors which explained about 66.02% of the total variation. Factor 1 described the cow body and explained 38.89% of total variation. The second factor described the front view/face of the cow and explained 19.68% of total variation. The third factor described the back of the cow and explained 7.44% of total variation. It was necessary to include some more variables for factor 3 to obtain a reliable estimate of the back view of the cow. The lower communities shown for distance between horns, horn diameter, ear width and neck diameter indicated that these traits did not contribute effectively to explaining body conformation and can be dropped from recording, whereas all other traits are important and needed to explain body conformation in Kankrej cows. The result suggests that principal component analysis (PCA) could be used in breeding programs with a drastic reduction in the number of biometric traits to be recorded to explain body conformation.
Keywords
Biometric Traits; Body Conformation; Factor Analysis; Principal Component Analysis; Kankrej Cattle;
Citations & Related Records

Times Cited By Web Of Science : 1  (Related Records In Web of Science)
Times Cited By SCOPUS : 1
연도 인용수 순위
  • Reference
1 Pundir, R. K. and P. K. Singh. 2008. Status, characteristics and performance of red Kandhari cattle breed in its native tract. Indian J. Anim. Sci. 78(1):56-61.
2 Sadek, M. H., A. Z. Al-Aboud and A. A. Ashmawy. 2006. Factor analysis of body measurements in Arabian horses. J. Anim. Breed Genet. 123:369-377.   DOI   ScienceOn
3 SAS, 1998. SAS/STAT User's Guide, release 6.03 edn. SAS Institute Inc., Cary, NC, USA.
4 Salako, A. E. 2006. Principal component factor analysis of the morpho structure of immature uda sheep. Int. J. Morphol. 24(4):571-574.
5 Schwabe, A. E. and S. J. G. Hakk. 1989. Distokia in nine British breeds of cattle and its relationship to the dimensions of the dam and calf. Vet. Rec. 125:636-689.
6 Simon, D. L. and Buchenauer. 1993. Genetic diversity of European livestock breeds, wageningen.
7 Shahin, K. A., A. M. Soliman and A. E. Moukhtar. 1995. Sources of shared variability for the Egyptian cattle body shape (conformation). Indian J. Anim. Sci. 65:759-764.
8 Singh, P. K., R. K. Pundir, S. P. S. Alhawat, N. S. Kumar, M. G. Govindaiah and K. Asija. 2008. Phenotypic characterization and performance evaluation of Hallikar cattle in its native tract. Indian J. Anim. Sci. 78(2):211-214.
9 SPSS. 2001. Statistical Package for Social Sciences. SPSS Inc., 444 Michigan Avenue, Chicago, IL 60611.
10 Yakubu, A., D. M. Ogah and K. O. Idahor. 2009. Principal component of the morphstructural indices of White Fulani cattle. Trakia J. Sci. 7 (2):67-73.
11 Fumio, M., N. Hideaki and F. Toyokazu. 1982. Application of principal component analysis for defining size and shape in Japanese black cattle sires. The Science reports of Faculty of Agriculture, Kobe University, Vol. 15:169-176.
12 Gilbert, R. P., D. R. C. Bailey and N. H. Shannon. 1993. Linear body measurements of cattle before and after 20 years of selection for post weaning gain when fed two different diets. J. Anim. Sci. 71:1712-1720.
13 Karacaroen, B. and H. N. Kadarmindeen. 2008. Principal component and clustering analysis of functional traits in swiss dairy cattle. Turk J. Vet. Anim. Sci. 32:163-171.
14 Hammock, S. P. and R. P. Shrode. 1986. Calfhood weights, body measurements and measures of fatness versus criteria of overall size and shape for predicting yearling performance in beef cattle. J. Anim. Sci. 63:447-452.
15 Jakubec, V., W. Scholte, J. Jelinek, A. Scholz and N. Zalis. 1999 Linear type trait analysis in the genetic resources of the old kladrub horse. Arch. Tierzucht. 42:215-224.
16 Johnson, R. A. and D. W. Wichern. 1982. Applied multivariate statistical analysis. Prentice-Hall, Inc., Englewood Cliffs, Nj.
17 Miserani, M. G., C. McManus, S. A. Santos, J. A. Silva, A. S. Mariante, U. G. P. Abreu, M. C. Mazza and J. R. B. Sereno. 2002. Variance analysis for biometric measures of the pantanerio horses in Brazil. Arch. Zootec. 51:113-120.
18 Pundir, R. K., B. L. Pathak and S. P. S. Ahalawat. 2007a. Characterization and Evaluation of Kankrej breed of Cattle in its native tract. Indian J. Anim. Sci. 77(4):323-327.
19 Pundir, R. K., P. K. Singh, S. N. Uppadhaya and S. P. S. Ahlawat. 2007b. Status, characteristics and performance of Red Sindhi cattle. Indian J. Anim. Sci. 77( 8):755-758.
20 Pundir, R. K., P. K. Singh, B. Prakash and S. P. S. Ahlawat. 2007c. Characterization and evaluation of Kenkatha breed in its native tract. Indian J. Anim. Sci. 77(2):177-180.
21 Brown, C. J., J. E. Brown and W. T. Butts. 1974. Evaluating relationship among immature measures of size shape and performance of beef a bulls. IV Regression models for predicting post weaning performance of young Hereford and Angus bulls using preweaning measures of size and shape. J. Anim. Sci. 38:12.
22 Anonymous. 2004. Final report on network project on animal genetic resources for survey, evaluation and characterization of Amrit Mahal cattle. University of Agriculture sciences, Bangalore, India.
23 Biedermann, G. and F. Schmucker. 1989. Body meseaurments of Thorough breds and their relationship with racing performance. Zuchtungskunde, 61:181-189 (in German with English summary).
24 Brown, C. J., J. E. Brown and W. T. Butts. 1973. Evaluating relationship among immature measures of size shape and performance of beef a bulls.II. The relation ships between immature measures of size, shape and feedlot traits in young beef bulls. J. Anim. Sci. 36:1021, 1973.