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http://dx.doi.org/10.5713/ajas.2006.1551

Comparison of Different Mathematical Models for Describing the Complete Lactation of Akkaraman Ewes in Turkey  

Keskin, Ismail (Department of Animal Science, Faculty of Agriculture, Selcuk University)
Dag, Birol (Department of Animal Science, Faculty of Agriculture, Selcuk University)
Publication Information
Asian-Australasian Journal of Animal Sciences / v.19, no.11, 2006 , pp. 1551-1555 More about this Journal
Abstract
This study was carried out to investigate the use of three different mathematical models (Wood, Quadratic and Cubic) for describing the lactation curve of Akkaraman ewes. Data were collected from 42 ewes that were three years of age and from the same flock raised in The State Farm of $G{\ddot{o}}zl{\ddot{u}}$ in Konya Province. All ewes lambed in March. They were hand milked twice daily and the first milk test was performed with in the first month after lambing (mean = 27.8 day, SD = 4.26) in an attempt to describe the peak yield. The differences between estimated total milk yields by the models were not significant. The models were adequate for describing total milk yield. The differences between peak yields were not significant. The Wood model estimated the time of peak yield earlier than the other models and observed values (p<0.01). Especially the Cubic model's peak time was very close to really peak time (34.30 vs. 35.33 days). $R^2$ values of the models ranged from 85.85% to 96.20%. The Cubic model gave the best $R^2$ value (p<0.01). Correlation coefficients between descriptive values of the models changed from 0.32 to 1.00. Total milk yields of the models were highly correlated (above 0.99) with the total milk yield calculated by the Fleischmann method (p<0.01). As a result the Cubic model showed the best fit to the data collected from Akkaraman ewes and allowed a suitable description of the shape of the lactation curve.
Keywords
Akkaraman; Ewes; Lactation Curve; Milk Yield; Mathematical Model;
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1 Anonymous. 2003. Statistical Yearbook of Turkey 2002. Republic of Turkey, Prime Ministry State Institute of Statistics. Ankara, p. 296
2 Cobby, J. M. and Y. L. P. Le Du. 1978. On fitting curves to lactation data. Anim. Prod. 26:127-133   DOI
3 Dudouet, E. 1982. Courbe de lactation theorique de la chevre et applications (Theoretical Lactation Curve of the Goat and its Applications). Le Point Veterinarie, 14:53-61
4 Keown, J. F. and L. D. Van Vleck. 1973. Extending Lactation Records in Progress to 305 day equivalent. J. Dairy Sci. 56:1070-1079   DOI
5 Morant, S. V. and A. Gnanasakthy. 1989. A new approach to the mathematical formulation of lactation curves. Anim. Prod. 49:151-162   DOI
6 Papajsik, I. A. and J. Bodero. 1988. Modelling lactation curves of Friesian cows in a subtropical climate. Anim. Prod. 47:201-207   DOI
7 Rook, A. J., J. France and M. S. Dhonoa. 1993. On the mathematical model description of lactation curves. J. Agric. Sci. Cambridge 121:97-102   DOI
8 Wilmink, J. B. M. 1987. Adjustment of test day milk, fat and protein yield for age, season and stage of lactation. Livest. Prod. Sci. 16:335-348   DOI   ScienceOn
9 Wood, P. D. P. 1967. Algebraic model of lactation curve in cattle. Nature, London 216:164-165   DOI
10 Chang, Y. M., R. Rekaya, D. Gionala and D. L. Thomas. 2001. Genetic variation of lactation curves in dairy sheep: a Bayesian analysis of Wood's function. Livest. Prod. Sci. 71:241-251   DOI   ScienceOn
11 Vanli, Y., M. K. Ozsoy and H. Emsen. 1984. Studies on some yields of Awassi sheep and its adaptation in Erzurum environmental conditions. TUBITAK Veteriner Arastirma Grubu Proje No:VHAG-533
12 Pollot, G. E. and E. Gootwine. 2000. Appropriate mathematical models for describing the complete lactation of dairy sheep. Anim. Sci. 71:197-207   DOI
13 Ruiz, R., L. M. Oregui and M. Herrero. 2000. Comparison of models for describing the lactation curve of Latxa sheep and an analysis of factors affecting milk yield. J. Dairy Sci. 83:2709-2719   DOI   ScienceOn
14 Gengler, N. 1996. Persistency of Lactation Yields: a review. Proceedings of the Interbull Annual Meeting. Gembloux, Belgium, 21-23, Bulletin No: 12. Department of Animal Breeding and Genetics, SLU, Uppsala, Sweden, pp. 87-96
15 Sakul, H. and W. Boylan. 1992. Lactation curves for several US sheep breeds. Anim. Prod. 54:229-233   DOI
16 Neal, H. D. and J. H. M. Thornley. 1983. The lactation curve in cattle: a mathematical model of the mammary gland. J. Agric. Sci. Cambridge 101:389-400   DOI
17 Pollot, G. E. 1999. Describing the lactation of dairy animals. Proceed. Br. Soc. Anim. Sci. p. 197(Abstr.)
18 Minitab. 1995. Minitab reference manual, Release 10 Xtra. Minitab Inc. State Coll., PA 16801, USA
19 Cappio-Borlino, A., N. P. P. Macciotta and G. Pulina. 1997. The shape of Sarda ewe lactation curve analyzed by a Compartmental model. Livest. Prod. Sci. 51:89-96   DOI   ScienceOn
20 Dag, B., I. Keskin. and F. Mikailsoy. 2005. Application of different models to the lactation curves of unimproved Awassi ewes in Turkey. South African J. Anim. Sci. 35(4):238-243
21 Guo, Z. and H. H. Swalve. 1995. Modeling of the lactation curve as a sub-model in the evaluation of test day records. Proceedings of the Interbull Annual Meeting. Prague, Czech Republic, Sep. 7-8 1. Bulletin No. 11. Department of Animal Breeding and Genetics, SLU, Uppsala, Sweden, p. 4
22 Grossman, M. and W. J. Koops. 1988. Multiphasic analysis of lactation curves in dairy cattle. J. Dairy Sci. 71:1598-1608   DOI
23 Torres-Hernandez, G. and W. D. Hohenboken. 1980. Biometric properties of lactations in ewes raising single or twin lambs. Anim. Prod. 30:431-436   DOI
24 Akmaz, A. 1994. Milk yield and factors affecting milk yield in Konya Merino ewes. Hayvancilik Arastirma Dergisi. J. Anim. Res. 4(1):5-8 (in Turkish)
25 Dijkstra, J., J. France, M. S. Dhonoa, J. A. Maas, M. D. Hanigan, A. J. Rook and D. E. Beever. 1997. A model to describe growth patterns of the mammary gland during pregnancy and lactation. J. Dairy Sci. 60:2340-2354
26 Franci, O., C. Pugliese, A. Acciaioli, G. Parisi and M. Lucifero. 1999. Application of two models to lactation curves of Masese ewes. Small Rumin. Res. 31:91-96   DOI   ScienceOn
27 Souvant, D. and P. Fehr. 1975. Classification des courbes de Lactation et devaluation de la Composition du lait de la chevre (Classification lactation Curves and of the evaluation of Composition of Goat Milk). J. Recherche Ovine et Caprine (Paris), 2-4 Dec. 1975, p. 90-107
28 Gibson, T. A. and M. Grossman. 1990. Lactation Curves in Dairy Goats: a review. Small Rumin. Res. 383-396
29 Dayioglu, H. and I. Akyurt. 1988. Effect of different ages, transferrin genotypes and years on milk yield performances of Awassi, Tushin and Karakul sheep. Cumhuriyet Universitesi Ziraat Fakultesi Dergisi 4(1):255-263 (in Turkish)
30 Ertugrul, M. 1997. Sheep Breeding. Livestock Husbandry. Second Edition, Edited by Mehmet Ertugrul, Ankara, Turkey, p. 313 (in Turkish)
31 Portolano, B., F. Spatafora, G. Bono, S. Margiotta, M. Todoro, V. Ortoleva and G. Leto. 1996. Application of the Wood model to lactation curves of Comissana sheep. Small Rumin. Res. 24:7-13   DOI   ScienceOn
32 Masselin, S., D. Souvant, P. Chappoutot and D. Milan. 1987. Les Modeles d'ajustement des courbes de lactation (Adjustment Models for Lactation Curves). Annales de Zootechnie 36:171-206   DOI