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Propostas de modelos não lineares para ajuste da produção de gases in vitro em diferentes tempos de incubação em genótipos de mandioca.

Authors :
Santos, André
Rocha Moreira, Guilherme
Gomes Silva, Frank
Carlos Ramos de Brito, Cícero
Lindomárcia Leonardo da Costa, Maria
Cunha Filho, Moacyr
de Oliveira Simões Saliba, Eloísa
Caron de Oliveira, Marianne
Cunha Gonçalves, Nélio
Source :
Revista Ciência e Natura. 2021, Vol. 43, p1-19. 19p.
Publication Year :
2021

Abstract

The present study aimed to propose new two-compartment models from the combination of the Gompertz, Logistic and Von Bertalanffy models and to identify between Gompertz and Logistic models, in their uni and two-compartiment versions, the one that presents the highest quality of fit to cumulative gas production curves of five cassava genotypes: Brasília, Engana Ladrão, Dourada, Gema de Ovo e Amansa Burro. The gas production readings were 2, 4, 6, 8, 10, 12, 14, 17, 20, 24, 28, 32, 48, 72, and 96 hours after the start of the in vitro fermentation process. The estimation of the parameters for the models was made by the least squares method through the Gauss-Newton iterative process. The selection of the best model to describe the gas accumulation was based on the adjusted coefficient of determination, residual mean squares, mean absolute deviation, Akaike information criterion and Bayesian information criterion. Among the adjusted models, the proposed models were the best to describe the accumulation of gases over time according to the methodology and conditions under which this study was developed. [ABSTRACT FROM AUTHOR]

Details

Language :
Portuguese
ISSN :
01008307
Volume :
43
Database :
Academic Search Index
Journal :
Revista Ciência e Natura
Publication Type :
Academic Journal
Accession number :
151451726
Full Text :
https://doi.org/10.5902/2179460X39962