Evaluation of development traits of beef buffalo in Brazil using multivariate analysis

Detalhes bibliográficos
Autor(a) principal: DeSouza, J. C.
Data de Publicação: 2007
Outros Autores: Ramos, A. A. [UNESP], Malhado, C. H.M., Jorge, A. M. [UNESP], Ferraz Filho, P. B., DeFreitas, J. A., Flournoy, N., Lamberson, W. R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.4081/ijas.2007.s2.321
http://hdl.handle.net/11449/226127
Resumo: The buffalo population in Brazil increased about 12.9% between 1998 and 2003, to 2.8 million head, evidencing the importance of this species for the country. The objective this work was evaluation of animal growth using multivariate analysis. The data were from 2,944 water buffalo from 10 herds raised in pasture conditions in Brazil. Principal components and genetic distances were estimated using proc PRINCOMP and proc CANDISC in SAS (SAS Inst. Inc. Cary, NC, USA). Variables analyzed were birth weight (BW), age at weaning (AW), weaning weight (WT), weight adjusted to 205 d (W205), total gain between BW and WT (TG), daily gain between BW and WT (DG), weight adjusted to 365 d (W365), total gain between WT and W365 (TG3), daily gain between WT and W365 (TGD3), weight adjusted to 550 d (W550) and weight adjusted to 730 d (W730). Means and standard deviations for each variable were 39.4 ± 3.2 kg, 225.6 ± 38.8 d, 209.4 ± 39.4 kg, 195.4 ± 30.2 kg, 157.4 ± 32.0 kg, 0.77 ± 0.16 kg/d, 282.0 ± 43.5 kg, 73.9 ± 33.9 kg, 0.53 ± 0.21 kg/d, 406.8 ± 67.9 kg, and 468.2 ± 70.6 kg, respectively. The eigenvalues to four first principal components were 5.29, 2.54, 1.66, 1.01, and justify 48%, 23%, 15% and 9%, respectively, with a total cumulative 95%. We created an index using the first principal component which is Y= 0.0552 BW + 0.0438 AW + 0.3142 WT + 0.3549 W205 + 0.3426 TG + 0.3426 DG + 0.4070 W365- 0.1531 TG3 - 0.2059 TGD3 - 0.3833 W550 - 0.3966 W730. This index accounted for 48% the variation in the correlation matrix. This principal component emphasizes early growth of the animal. Estimates the pair-wise squared distances between herds, D2(i|j)= (xi-xj)' cov-1(xi-xj), using with basis the average of weight of animals, showed the largest distance between herds eight (Murrah: DF) and seven (Murrah: Amazon) and the closest distance between herds one (Mediterranean - RS) and five (Jafarabadi - SP).
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spelling Evaluation of development traits of beef buffalo in Brazil using multivariate analysisGainMurrahWeightThe buffalo population in Brazil increased about 12.9% between 1998 and 2003, to 2.8 million head, evidencing the importance of this species for the country. The objective this work was evaluation of animal growth using multivariate analysis. The data were from 2,944 water buffalo from 10 herds raised in pasture conditions in Brazil. Principal components and genetic distances were estimated using proc PRINCOMP and proc CANDISC in SAS (SAS Inst. Inc. Cary, NC, USA). Variables analyzed were birth weight (BW), age at weaning (AW), weaning weight (WT), weight adjusted to 205 d (W205), total gain between BW and WT (TG), daily gain between BW and WT (DG), weight adjusted to 365 d (W365), total gain between WT and W365 (TG3), daily gain between WT and W365 (TGD3), weight adjusted to 550 d (W550) and weight adjusted to 730 d (W730). Means and standard deviations for each variable were 39.4 ± 3.2 kg, 225.6 ± 38.8 d, 209.4 ± 39.4 kg, 195.4 ± 30.2 kg, 157.4 ± 32.0 kg, 0.77 ± 0.16 kg/d, 282.0 ± 43.5 kg, 73.9 ± 33.9 kg, 0.53 ± 0.21 kg/d, 406.8 ± 67.9 kg, and 468.2 ± 70.6 kg, respectively. The eigenvalues to four first principal components were 5.29, 2.54, 1.66, 1.01, and justify 48%, 23%, 15% and 9%, respectively, with a total cumulative 95%. We created an index using the first principal component which is Y= 0.0552 BW + 0.0438 AW + 0.3142 WT + 0.3549 W205 + 0.3426 TG + 0.3426 DG + 0.4070 W365- 0.1531 TG3 - 0.2059 TGD3 - 0.3833 W550 - 0.3966 W730. This index accounted for 48% the variation in the correlation matrix. This principal component emphasizes early growth of the animal. Estimates the pair-wise squared distances between herds, D2(i|j)= (xi-xj)' cov-1(xi-xj), using with basis the average of weight of animals, showed the largest distance between herds eight (Murrah: DF) and seven (Murrah: Amazon) and the closest distance between herds one (Mediterranean - RS) and five (Jafarabadi - SP).Paraná Federal University, Palotina Campus, Palotina-PRPaulista State University Animal Production Department, Botucatu-SPSalth East of Bahia University Biologic Science Department, Jequié-BAMato Grosso do Sul Federal University Bioscience Departament CEUL, Três Lagoas, MSDepartment of Statistics University of Missouri ColumbiaDivision of Animal Sciences University of Missouri - ColumbiaPaulista State University Animal Production Department, Botucatu-SPParaná Federal UniversityUniversidade Estadual Paulista (UNESP)Biologic Science DepartmentCEULUniversity of Missouri ColumbiaUniversity of Missouri - ColumbiaDeSouza, J. C.Ramos, A. A. [UNESP]Malhado, C. H.M.Jorge, A. M. [UNESP]Ferraz Filho, P. B.DeFreitas, J. A.Flournoy, N.Lamberson, W. R.2022-04-28T21:25:51Z2022-04-28T21:25:51Z2007-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article321-324http://dx.doi.org/10.4081/ijas.2007.s2.321Italian Journal of Animal Science, v. 6, n. SUPPL. 2, p. 321-324, 2007.1594-4077http://hdl.handle.net/11449/22612710.4081/ijas.2007.s2.3212-s2.0-78449312162Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengItalian Journal of Animal Scienceinfo:eu-repo/semantics/openAccess2022-04-28T21:25:51Zoai:repositorio.unesp.br:11449/226127Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T21:25:51Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
title Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
spellingShingle Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
DeSouza, J. C.
Gain
Murrah
Weight
title_short Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
title_full Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
title_fullStr Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
title_full_unstemmed Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
title_sort Evaluation of development traits of beef buffalo in Brazil using multivariate analysis
author DeSouza, J. C.
author_facet DeSouza, J. C.
Ramos, A. A. [UNESP]
Malhado, C. H.M.
Jorge, A. M. [UNESP]
Ferraz Filho, P. B.
DeFreitas, J. A.
Flournoy, N.
Lamberson, W. R.
author_role author
author2 Ramos, A. A. [UNESP]
Malhado, C. H.M.
Jorge, A. M. [UNESP]
Ferraz Filho, P. B.
DeFreitas, J. A.
Flournoy, N.
Lamberson, W. R.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Paraná Federal University
Universidade Estadual Paulista (UNESP)
Biologic Science Department
CEUL
University of Missouri Columbia
University of Missouri - Columbia
dc.contributor.author.fl_str_mv DeSouza, J. C.
Ramos, A. A. [UNESP]
Malhado, C. H.M.
Jorge, A. M. [UNESP]
Ferraz Filho, P. B.
DeFreitas, J. A.
Flournoy, N.
Lamberson, W. R.
dc.subject.por.fl_str_mv Gain
Murrah
Weight
topic Gain
Murrah
Weight
description The buffalo population in Brazil increased about 12.9% between 1998 and 2003, to 2.8 million head, evidencing the importance of this species for the country. The objective this work was evaluation of animal growth using multivariate analysis. The data were from 2,944 water buffalo from 10 herds raised in pasture conditions in Brazil. Principal components and genetic distances were estimated using proc PRINCOMP and proc CANDISC in SAS (SAS Inst. Inc. Cary, NC, USA). Variables analyzed were birth weight (BW), age at weaning (AW), weaning weight (WT), weight adjusted to 205 d (W205), total gain between BW and WT (TG), daily gain between BW and WT (DG), weight adjusted to 365 d (W365), total gain between WT and W365 (TG3), daily gain between WT and W365 (TGD3), weight adjusted to 550 d (W550) and weight adjusted to 730 d (W730). Means and standard deviations for each variable were 39.4 ± 3.2 kg, 225.6 ± 38.8 d, 209.4 ± 39.4 kg, 195.4 ± 30.2 kg, 157.4 ± 32.0 kg, 0.77 ± 0.16 kg/d, 282.0 ± 43.5 kg, 73.9 ± 33.9 kg, 0.53 ± 0.21 kg/d, 406.8 ± 67.9 kg, and 468.2 ± 70.6 kg, respectively. The eigenvalues to four first principal components were 5.29, 2.54, 1.66, 1.01, and justify 48%, 23%, 15% and 9%, respectively, with a total cumulative 95%. We created an index using the first principal component which is Y= 0.0552 BW + 0.0438 AW + 0.3142 WT + 0.3549 W205 + 0.3426 TG + 0.3426 DG + 0.4070 W365- 0.1531 TG3 - 0.2059 TGD3 - 0.3833 W550 - 0.3966 W730. This index accounted for 48% the variation in the correlation matrix. This principal component emphasizes early growth of the animal. Estimates the pair-wise squared distances between herds, D2(i|j)= (xi-xj)' cov-1(xi-xj), using with basis the average of weight of animals, showed the largest distance between herds eight (Murrah: DF) and seven (Murrah: Amazon) and the closest distance between herds one (Mediterranean - RS) and five (Jafarabadi - SP).
publishDate 2007
dc.date.none.fl_str_mv 2007-12-01
2022-04-28T21:25:51Z
2022-04-28T21:25:51Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.4081/ijas.2007.s2.321
Italian Journal of Animal Science, v. 6, n. SUPPL. 2, p. 321-324, 2007.
1594-4077
http://hdl.handle.net/11449/226127
10.4081/ijas.2007.s2.321
2-s2.0-78449312162
url http://dx.doi.org/10.4081/ijas.2007.s2.321
http://hdl.handle.net/11449/226127
identifier_str_mv Italian Journal of Animal Science, v. 6, n. SUPPL. 2, p. 321-324, 2007.
1594-4077
10.4081/ijas.2007.s2.321
2-s2.0-78449312162
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Italian Journal of Animal Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 321-324
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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