News

a.z
Rezagholivand, A., Moradi Shahrbabak, M., pakdel, A. (2019). Comparison of nonlinear growth models to describe the growth curve and reproductive performance in Mahabadi goats. , 32(122), 327-338. doi: 10.22092/asj.2018.121101.1659
Abdollah Rezagholivand; Mohammad Moradi Shahrbabak; abbas pakdel. "Comparison of nonlinear growth models to describe the growth curve and reproductive performance in Mahabadi goats". , 32, 122, 2019, 327-338. doi: 10.22092/asj.2018.121101.1659
Rezagholivand, A., Moradi Shahrbabak, M., pakdel, A. (2019). 'Comparison of nonlinear growth models to describe the growth curve and reproductive performance in Mahabadi goats', , 32(122), pp. 327-338. doi: 10.22092/asj.2018.121101.1659
Rezagholivand, A., Moradi Shahrbabak, M., pakdel, A. Comparison of nonlinear growth models to describe the growth curve and reproductive performance in Mahabadi goats. , 2019; 32(122): 327-338. doi: 10.22092/asj.2018.121101.1659

Comparison of nonlinear growth models to describe the growth curve and reproductive performance in Mahabadi goats

علوم دامی
Article 24, Volume 32, Issue 122, June 2019, Pages 327-338    PDF (1.69 M)
Document Type: Research Paper
DOI: 10.22092/asj.2018.121101.1659
Authors
Abdollah Rezagholivand1; Mohammad Moradi Shahrbabak* 2; abbas pakdel3
1Department of Animal science,University of Tehran
2Department of animal science-University of Tehran /professor
3Animal science Dept. faculty of agriculture, Isfahan university of Technology, Isfahan, iran
Abstract
The objectives of this study were to identify a suitable mathematical method for describing the growth traits of Mahabadi goat. Thereafter, four non-linear growth function of Brody, Gompertz, Logistic and Von Bertalanffy were applied. Growth curve analyzed based on weekly records of live weight form birth to 105 days of Mahabadi goat breed. Growth models were fitted to a total of 2036 weight-age data belonging to 126 kids. The growth models were compared by using the coefficient of determination (R2), Root mean square error (MSE) and Akaike information criterion (AIC). Among all non-linear models, the Brody function had the smallest AIC and MSE values and the higher R2 value, indicating the best fit for Mahabadi breed growth data. Average of birth weight, weaning weight (105days old) and pre-weaning average daily gain (ADG) for Mahabadi goat were3.25kg, 13.5kg and 0.092kg, respectively. The results of this study can help farmer to management strategies and make decision in selection and culling of kids through the growth curve.
Keywords
Daily gain; Mahabadi goat; Statistical function; Growth traitsy
References

رکنی، ه.، طاهری یگانه، آ. (1396). حفظ و حراست از نژادهای بز بومی کشور. همایش بین المللی روز جهانی بز. موسسه تحقیقات علوم دامی کشور. ص. 136.

میرحسینی، س ض. قوی حسین، ن.، هادی نژاد، ف.، مقایسه مدل های غیرخطی برای توصیف منحنی رشد از تولد تا یکسالگی در بز مرخز. پژوهشهای تولیدات دامی ساری. ص 138-132.

Akaike, H. (1974). "A new look at the statistical model identification." IEEE transactions on automatic control 19(6): 716-723.    

Arango, J. and L. D. Van Vleck (2002). "Size of beef cows: early ideas, new developments." Faculty Papers and Publications in Animal Science: 237.

Abegaz, A. and J.B. VAN WYK and J.J. Olivier. 2010., Estimation of genetic and phenotypic parameters of growth curve and their relationship with early growth and productivity in Horro sheep.

  Bathaei S.S. and Leroy P.L. (1998) Genetic and phenotypic aspects of the growth curve      characteristics in Mehraban Iranian fat-tailed sheep. Small Ruminant Research 29, 261-9.

Brody S. (1945) Bioenergetics and growth.

Brody, S. and H. A. Lardy (1946). "Bioenergetics and Growth." The Journal of Physical Chemistry 50(2): 168-169.

Brown, J. E., H. A. Fitzhugh Jr, and T. C. Cartwright. (1976). "A comparison of nonlinear models for describing weight-age relationships in cattle." Journal of animal science 42(4): 810-818.

Chácara Pires, L., Medeiros Machado, T. M., Souza Carneiro, P. L., Batista Lopes da Silva, J., Duarte de Holanda Barbosa, A., & de Almeida Torres, R. (2017). "Growth curve of Repartida goats reared in the Caatinga region, Brazil." Semina: Ciências Agrárias 38(2).

DeNise, R. and J. Brinks (1985). "Genetic and Environmental Aspects of the Growth Curve Parameters in Beef Cows 1, 2." Journal of animal science 61(6): 1431-1440.

Doren, P. E., Baker, J. F., Long, C. R., & Cartwright, T. C. (1989). "Estimating parameters of growth curves of bulls." Journal of animal science 67(6): 1432-1445.

Fitzhugh H. (1976) Analysis of growth curves and strategies for altering their shape. Journal of animal science 42, 1036-51.

Gaddour, A. and S. Najari (2008). "Adjustment of the kid's growth curve in pure goat breeds and crosses under southern Tunisian conditions." Journal of Applied Animal Research 34(2): 117-120.

Gbangboche, A. B., Glele-Kakai, R., Salifou, S., Albuquerque, L. G. D., & Leroy, P. L. (2008). "Comparison of non-linear growth models to describe the growth curve in West African Dwarf sheep." Animal 2(7): 1003-1012.

Goliomytis M., Orfanos S., Panopoulou E. and Rogdakis E. (2006) Growth curves for body weight and carcass components, and carcass composition of the Karagouniko sheep, from birth to 720d of age. Small Ruminant Research 66, 222-9.

Goonewardene L., Berg R. and Hardin R. (1981) A growth study of beef cattle. Canadian Journal of Animal Science 61, 1041-8.

Hamouda, M. B. and N. Atti (2011). "Comparison of growth curves of lamb fat tail measurements and their relationship with body weight in Babarine sheep." Small Ruminant Research 95(2): 120-127.

Hald A. (1952) Statistical theory with engineering applications.

Kaps, M., Herring, W. O., & Lamberson, W. R. (1999). "Genetic and environmental parameters for mature weight in Angus cattle." Journal of animal science 77(3): 569-574.

Jenkins T. and Leymaster K. (1993) Estimates of maturing rates and masses at maturity for body components of sheep. Journal of animal science 71, 2952-7.

Laird, A. K. (1965). "Dynamics of relative growth." Growth 29: 249-263.

Lambe, N. R., Navajas, E. A., Simm, G., & Bünger, L. (2006). "A genetic investigation of various growth models to describe growth of lambs of two contrasting breeds1." Journal of animal science 84(10): 2642-2654.

Lewis, R. M., Emmans, G. C., Dingwall, W. S., & Simm, G. (2002). "A description of the growth of sheep and its genetic analysis." Animal Science 74(1): 51-62.

Malhado, C.H.M., P.L.S. Carneiro, P.R.A.M Affonso, A.A.O. Souza and J.L.R. Sarmento. 2009. Growth curves in Dorper sheep crossed with the local Brazilian breeds, Morada Nova, Rabo Largo and Santa Inês. Small Ruminant Research, 84: 16-21.

Najari, S., Gaddoun, A., Hamouda, M. B., Djemali, M., & Khaldi, G. (2007). Growth model adjustment of local goat population under pastoral conditions in Tunisian arid zone. Journal of Agronomy, 6(1), 61.

Nelder, J. (1961). "The fitting of a generalization of the logistic curve." Biometrics 17(1): 89-110.

Nouman, S. and Y. Abrar (2013). "Non-linear growth models for Beetal goats." International Journal of Livestock Production 4(5): 78-81.

Parés-Casanova, P. and I. Kucherova (2014). "Comparison of nonlinear models to describe growth curves in the Catalan goat." Revista de Investigaciones Veterinarias del Perú (RIVEP) 25(3): 390-398.

Raji, A. O., Asheikh, L. G., & Mohammed, I. D. (2015). "Comparison of Growth of Male and Female Kids of Nondescript Goats in a Semi Arid Region of Nigeria." Iranian Journal of Applied Animal Science 5(1): 115-120.

Regadas Filho, J. G. L., Tedeschi, L. O., Rodrigues, M. T., Brito, L. F., & Oliveira, T. S. (2014). "Comparison of growth curves of two genotypes of dairy goats using nonlinear mixed models." The Journal of Agricultural Science 152(5): 829-842.

Rezagholivand Lahrud, A., Moradi Shahrbabak,M., Pakdel, A., Sadeghi., M. (2016). "ssociation of κ-casein Gene (CSN3) Polymorphism with Milk Production Traits and Protein Structure Changes in Iranian Mahabadi Goat." Genetics in the Third Millennium 14(4): 4391-4398.

Richards, F. (1959). "A flexible growth function for empirical use." Journal of experimental Botany 10(2): 290-301.

Rogers S.R., Pesti G. and Marks H. (1987) Comparison of three nonlinear regression models for describing broiler growth curves. Growth 51, 229.

Spilke, J. O. A. C. H. I. M., Mielenz, N. O. R. B. E. R. T., Krause, S. A. B. I. N. E., & Schüler, L. U. T. Z. (2009). "Statistical modeling for growth data in linear mixed models–Implications derived from an example of a population comparison of Golden Hamsters." Archives Animal Breeding 52(1): 85-105.

  Tatar A.M., Tekel N., Özkan M., Baritci İ. and Dellal G. (2009) The determination of growth function in young Hair goat. Journal of Animal and Veterinary Advances 8, 213-6.

Teleken, J. T., Galvão, A. C., & Robazza, W. D. S. (2017). "Comparing non-linear mathematical models to describe growth of different animals." Acta Scientiarum. Animal Sciences 39(1): 73-81.

Topal, M., Ozdemir, M., Aksakal, V., Yildiz, N., & Dogru, U. (2004). "Determination of the best nonlinear function in order to estimate growth in Morkaraman and Awassi lambs." Small Ruminant Research 55(1-3): 229-232.

Trangerud, C., Grøndalen, J., Indrebø, A., Tverdal, A., Ropstad, E., & Moe, L. (2007). A longitudinal study on growth and growth variables in dogs of four large breeds raised in domestic environments. Journal of animal science, 85(1), 76-83.

Von Bertalanffy, L. (1957). "Quantitative laws in metabolism and growth." The quarterly review of biology 32(3): 217-231.

Waheed, A., Khan, M. S., Ali, S., & Sarwar, M. (2011). "Estimation of growth curve parameters in Beetal goats." Archives Animal Breeding 54(3): 287-296.

Ozdemir H. and G. Dellal. 2009. Determination of growth curves in young angora goats. Tarim Bilimleri Dergisi, 15(4): 358-362.

Statistics
Article View: 646
PDF Download: 691


counter
Journal management system. designed by sinaweb