Mathematical models to describe the growth curves of Vietnamese Ri chicken

Abstract Ri chicken is the most popular backyard chicken breed in Vietnam, but little is known about the growth curve of this breed. This study compared the performances of models with three parameters (Gompertz, Brody, and Logistic) and models containing four parameters (Richards, Bridges, and Janoschek) for describing the growth of Ri chicken. The bodyweight of Ri chicken was recorded weekly from week 1 to week 19. Growth models were fitted using minpack.lm package in R software and Akaike’s information criterion (AIC), Bayesian information criterion (BIC), and root mean square error (RMSE) were used for model comparison. Based on these criteria, the models having four parameters showed better performance than the ones with three parameters, and the Richards model was the best one for males and females. The lowest and highest value of asymmetric weights (α) were obtained by Bridges and Brody models for each of sexes, respectively. Age and weight estimated by the Richard model were 8.46 and 7.51 weeks and 696.88 and 487.58 g for males and for females, respectively. Differences in the growth curves were observed between males and female chicken. Overall, the results suggested using the Richards model for describing the growth curve of Ri chickens. Further studies on the genetics and genomics of the obtained growth parameters are required before using them for the genetic improvement of Ri chickens.

Saved in:
Bibliographic Details
Main Authors: Nguyen,T. H., Nguyen,C. X., Luu,M. Q., Nguyen,A. T., Bui,D. H., Pham,D. K., Do,D. N.
Format: Digital revista
Language:English
Published: Instituto Internacional de Ecologia 2023
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842023000100400
Tags: Add Tag
No Tags, Be the first to tag this record!
id oai:scielo:S1519-69842023000100400
record_format ojs
spelling oai:scielo:S1519-698420230001004002021-11-05Mathematical models to describe the growth curves of Vietnamese Ri chickenNguyen,T. H.Nguyen,C. X.Luu,M. Q.Nguyen,A. T.Bui,D. H.Pham,D. K.Do,D. N. chicken growth curve body weight Vietnam indigenous breeds Abstract Ri chicken is the most popular backyard chicken breed in Vietnam, but little is known about the growth curve of this breed. This study compared the performances of models with three parameters (Gompertz, Brody, and Logistic) and models containing four parameters (Richards, Bridges, and Janoschek) for describing the growth of Ri chicken. The bodyweight of Ri chicken was recorded weekly from week 1 to week 19. Growth models were fitted using minpack.lm package in R software and Akaike’s information criterion (AIC), Bayesian information criterion (BIC), and root mean square error (RMSE) were used for model comparison. Based on these criteria, the models having four parameters showed better performance than the ones with three parameters, and the Richards model was the best one for males and females. The lowest and highest value of asymmetric weights (α) were obtained by Bridges and Brody models for each of sexes, respectively. Age and weight estimated by the Richard model were 8.46 and 7.51 weeks and 696.88 and 487.58 g for males and for females, respectively. Differences in the growth curves were observed between males and female chicken. Overall, the results suggested using the Richards model for describing the growth curve of Ri chickens. Further studies on the genetics and genomics of the obtained growth parameters are required before using them for the genetic improvement of Ri chickens.info:eu-repo/semantics/openAccessInstituto Internacional de EcologiaBrazilian Journal of Biology v.83 20232023-01-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842023000100400en10.1590/1519-6984.249756
institution SCIELO
collection OJS
country Brasil
countrycode BR
component Revista
access En linea
databasecode rev-scielo-br
tag revista
region America del Sur
libraryname SciELO
language English
format Digital
author Nguyen,T. H.
Nguyen,C. X.
Luu,M. Q.
Nguyen,A. T.
Bui,D. H.
Pham,D. K.
Do,D. N.
spellingShingle Nguyen,T. H.
Nguyen,C. X.
Luu,M. Q.
Nguyen,A. T.
Bui,D. H.
Pham,D. K.
Do,D. N.
Mathematical models to describe the growth curves of Vietnamese Ri chicken
author_facet Nguyen,T. H.
Nguyen,C. X.
Luu,M. Q.
Nguyen,A. T.
Bui,D. H.
Pham,D. K.
Do,D. N.
author_sort Nguyen,T. H.
title Mathematical models to describe the growth curves of Vietnamese Ri chicken
title_short Mathematical models to describe the growth curves of Vietnamese Ri chicken
title_full Mathematical models to describe the growth curves of Vietnamese Ri chicken
title_fullStr Mathematical models to describe the growth curves of Vietnamese Ri chicken
title_full_unstemmed Mathematical models to describe the growth curves of Vietnamese Ri chicken
title_sort mathematical models to describe the growth curves of vietnamese ri chicken
description Abstract Ri chicken is the most popular backyard chicken breed in Vietnam, but little is known about the growth curve of this breed. This study compared the performances of models with three parameters (Gompertz, Brody, and Logistic) and models containing four parameters (Richards, Bridges, and Janoschek) for describing the growth of Ri chicken. The bodyweight of Ri chicken was recorded weekly from week 1 to week 19. Growth models were fitted using minpack.lm package in R software and Akaike’s information criterion (AIC), Bayesian information criterion (BIC), and root mean square error (RMSE) were used for model comparison. Based on these criteria, the models having four parameters showed better performance than the ones with three parameters, and the Richards model was the best one for males and females. The lowest and highest value of asymmetric weights (α) were obtained by Bridges and Brody models for each of sexes, respectively. Age and weight estimated by the Richard model were 8.46 and 7.51 weeks and 696.88 and 487.58 g for males and for females, respectively. Differences in the growth curves were observed between males and female chicken. Overall, the results suggested using the Richards model for describing the growth curve of Ri chickens. Further studies on the genetics and genomics of the obtained growth parameters are required before using them for the genetic improvement of Ri chickens.
publisher Instituto Internacional de Ecologia
publishDate 2023
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842023000100400
work_keys_str_mv AT nguyenth mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT nguyencx mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT luumq mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT nguyenat mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT buidh mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT phamdk mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
AT dodn mathematicalmodelstodescribethegrowthcurvesofvietnameserichicken
_version_ 1756426886352732160