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Comparing non-linear mathematical models to describe growth of different animals Animal Sciences
Teleken, Jhony Tiago; Galvão, Alessandro Cazonatto; Robazza, Weber da Silva.
The main objective of this study was to compare the goodness of fit of five non-linear growth models, i.e. Brody, Gompertz, Logistic, Richards and von Bertalanffy in different animals. It also aimed to evaluate the influence of the shape parameter on the growth curve. To accomplish this task, published growth data of 14 different groups of animals were used and four goodness of fit statistics were adopted: coefficient of determination (R2), root mean square error (RMSE), Akaike information criterion (AIC) and Bayesian information criterion (BIC). In general, the Richards growth equation provided better fits to experimental data than the other models. However, for some animals, different models exhibited better performance. It was obtained a possible...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Body weight gain; Richards model; Goodness of fit.
Ano: 2017 URL: http://periodicos.uem.br/ojs/index.php/ActaSciAnimSci/article/view/31366
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Use of modified Richards model to predict isothermal and non-isothermal microbial growth BJM
Teleken,Jhony Tiago; Galvão,Alessandro Cazonatto; Robazza,Weber da Silva.
Abstract Mathematical models are often used to predict microbial growth in food products. An important class of these models involves the adaptation of classical sigmoid functions, such as the Gompertz and logistic functions. This study aimed to validate the use of the modified Richards model in various situations, which have not previously been tested. The model was obtained through solving a system of two differential equations and could be applied to both isothermal and non-isothermal environments. To test and validate this model, we used published datasets containing data for the growth of Pseudomonas spp. in fish products. The results obtained after fitting the model showed that it could be effectively used to describe and predict the Pseudomonas...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Richards model; Predictive microbiology; Non-isothermal regimens.
Ano: 2018 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1517-83822018000300614
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Growth modeling of castrated Brahman males raised in tropical conditions and born in different seasons Ciencia e Investigación Agraria
Miguel,José A; Melendez,Sandy J; Asenjo,Begoña; Bonilla,Luis M; Ciria,Jesús.
In this paper, parameters that describe growth, as a function of the season in which they were born (dry or rainy), are presented for males of the for males of the Brahman breed that were castrated at birth and raised in their native environment in the intense system of the Llano Venezolano. Data are presented for 1,478 Brahman males that were castrated at birth. Of these, 750 were born in the months of June and July (the rainy season) and 728 were born in January and February (the dry season). The animals born during the dry season were heavier up until the beginning of the fattening period; after weaning, the greatest average daily weight gain coincided in both groups during rainy periods when the pasture production was greater. When comparing the...
Tipo: Journal article Palavras-chave: Bertalanffy model; Brahman cattle; Brody model; Gompertz model; Growth curves; Logistic model; Richards model.
Ano: 2012 URL: http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-16202012000200004
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