Mathematical models to estimate diet intake for Nile Tilapia (Oreochromis niloticus) and Tambaqui (Colossoma macropomum)
DOI:
https://doi.org/10.33448/rsd-v10i14.18850Keywords:
Food; Curves; Equations; Growth.Abstract
Precision technology is inserted into rural areas every day, and for that, research with mathematical models that can be adopted to improve management is necessary. This research aims to develop non-linear curves from equations consolidated in the scientific world for the consumption of diets for tambaqui and Nile tilapia. By obtaining information on growth over time and food supply tables for each growth phase for the studied fish species, we proceeded to draw up growth curves over time and their food consumption. Based on the data collected, the parameters of the equations of four nonlinear models (Gompertz and Logistic) were estimated for the two studied variables (Growth in weight (g) over time and Food consumption (g) over time. over time). Adjustment evaluators (biological interpretation and analysis of studentized residues) were adopted to select and verify the quality of the models. The data generated on the supply or consumption of feed for Nile tilapia and tambaqui fit the Gompertz and Logistic models, respectively. These models can be used to estimate feed consumption or supply for Nile tilapia and tambaqui, but strict evaluation and adjustment criteria are required.
References
Araujo-Lima, C. A. R. M., & Goulding, M. Os frutos do tambaqui: ecologia, conservação e cultivo na Amazônia. Tefé, AM: Sociedade Civil Mamirauá, Brasília CNPq-MCT. 1998.186p.
Chizzotti, M. L., & Valente, E. E. L. (2014) Zootencia de precisão: Uso de sensores na fazenda para maximizar a produtividade. In..XXIV Congresso Brasileiro de Zootecnia, Vitória –ES. Anais... ZOOTEC, 2014
Cyrino, J. E. P., Bicudo, A. J. A., Sado, R. Y., Borghesi, R., & Dairiki, J. K. A piscicultura e o ambiente: o uso de alimentos ambientalmente corretos em piscicultura. Revista Brasileira de Zootecnia, 39, 68-87, http://dx.doi.org/10.1590/s1516-35982010001300009.
Dumas, A., France, J., & Bureau, D. Modelling growth and body composition in fish nutrition: where have we been and where are we going? Aquaculture Research. v. 41, p. 161- 181, 2010.
El-Sayed, A. M. Effects of stocking density and feeding levels on growth and feed efficiency of Nile tilapia (Oreochromis niloticus L.) fry. Aquaculture Research, 33(8), 621-626. Wiley. http://dx.doi.org/10.1046/j.1365-2109.2002.00700.x.
Gamito, S. Growth models and their use in ecological modelling: an application to a fish population. Ecological Modelling, 113, 83-94, 1998.
Hartley, H. O. (1961) The modified Gauss Newton method for the fitting of non linear regression functions by least squares. Thechnometrics, 3(2), 269 280.
Hossain, M. A. R., Haylor, G. S., & Beveridge, M. C. M. (2001). Effect of feeding time and frequency on the growth and feed utilization of African catfish Clarias gariepinus (Burchell 1822) fingerlings. Aquaculture Research, 32(12), 999-1004, Wiley. http://dx.doi.org/10.1046/j.1365-2109.2001.00635.x.
Hota, A. K. (1994). Growth in amphibians. Gerontology, 40(2), 147-160.
Kim, T. N. T. Feeds, water quality, gut morphology and digestion in Nile tilapia (Oreochromis niloticus). Wageningen University. 2017.
Kubitza, F., (2000). Tilápia: tecnologia e planejamento na produção comercial. 285p.
Lazur A. J. (2007). Gold Aquaculture Practices Program: growout pond and water quality management.University of Maryland, College Park, MD, USA.
Lemonte, A. J. (2018). Diagnóstico em regressão normal linear: princípios e aplicação. Revista Brasileira de Biometria, 26, 7-26.
Logato, P. R. P. (2000). Nutrição e Alimentação de Peixes de Água Doce. Aprenda Fácil Editora, 115p.
López, S. (2008). Non-linear functions in animal nutrition. In: France, J., Kebreab, E. Mathematical modelling in animal nutrition. Cambridge: CABI, 47-88.
Mansano, C. F. M., Stéfani, M. V., Pereira, M. M., & Macente, B. I. Non-linear growth models for bullfrog tadpoles. Ciência e Agrotecnologia 36, 454-462, 2012. https://doi.org/10.1590/S1413-70542012000400010
Mendes, P.N., Muniz, J. A., Silva, F.F., Mazzini, A. R. A., & Silva, N. A. M. (2009). Análise da curva de crescimento difásica de fêmeas hereford por meio da função não linear de Gompertz. Ciência Animal Brasileira, 10(2), 454-461.
Mourad, N. M. N., Costa, A. C., Freitas, R. T. F., Serafini, M. A., Reis Neto, R. V., Felizardo, V. O. (2018). Weight and morphometric growth of Pacu (Piaractus mesopotamicus), Tambaqui (Colossoma macropumum) and their hybrids from spring to winter. Pesquisa Veterinária Brasileira, 38(3)544-550, http://dx.doi.org/10.1590/1678-5150-pvb-4808.
Pereira, M. M., Mansano, C. F. M., Silva, E. P., & Stéfani, M. V. Growth in weight and of some tissues in the bullfrog: fitting nonlinear models during the fattening phase. Ciência e Agrotecnologia, 38(6) 598-606. http://dx.doi.org/10.1590/s1413-70542014000600009.
Silva, F. F., Aquino, L. H., & Oliveira, A. I. G. (2002). Estimativas de parâmetros genéticos de curva de crescimento de gado nelore (Bos indicus). Ciência e Agrotecnologia, Edição Especial, 1562-1567.
Silveira, F. G., Silva, F. F., Carneiro, P.L.S., & Malhado, C. H. M. (2011). Classificação multivariada de modelos de crescimento para grupos genéticos de Ovinos de corte. Revista Brasileira de Saúde e Produção Animal, 13(1), 62-73.
Sousa, R. M. R., Agostinho, C. A., Oliveira, F. A., Argentim, D., Novelli, P. K.., & Agostinho, S. M. M. (2012). Productive performance of Nile tilapia (Oreochromis niloticus) fed at different frequencies and periods with automatic dispenser. Arquivo Brasileiro de Medicina Veterinária e Zootecnia, 64(1), 192-197, 2http://dx.doi.org/10.1590/s0102-09352012000100027.
Souza, G. S. (1998). Introdução aos modelos de regressão linear e não-linear. Brasília: Serviço de Produção de Informação/ EMBRAPA-SPI/EMBRAPA-SEA. 1998. 505 p.
Tsadik, G., & Kutty, M. N. (1987). Influence of ambient oxygen on feeding and growth of Tilapia, (Oreochromis niloticus) ARAC/87/WP/10.United Nation Development Programme, Food and Agriculture Organization of the United Nations, Nigerian institute for oceanography and marine research project RAF/87/009. 1987. 13p.
Val, A. L., Paula-Silva, M. N., & Almeida-Val, V. M. F. (1998). Hypoxia adaptation in fish of the Amazon: a never-ending task. South African Journal of Zooogy, 33(2)107-114.
Workagegn, K. B. (2019). Evaluation of Growth Performance, Feed Utilization Efficiency and Survival Rate of Juvenile Nile tilapia, Oreochromis niloticus (Linnaeus, 1758) Reared at Different Water Temperature. International Journal of Aquaculture, 2(1), 59-64, Sophia Publishing Group, Inc. http://dx.doi.org/10.5376/ija.2012.02.0009.
Zardin, A. M. S. O., Oliveira C. A. L., Oliveira S. N., Yoshida G. M., Albuquerque D. T., Campos C. M., & Ribeiro P. R. (2019). Growth curves by Gompertz nonlinear regression model for male and female Nile tilapias from different genetic group. Aquaculture, 511. 734243, https://doi.org/10.1016/j.aquaculture.2019.734243
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Copyright (c) 2021 Antonio Wilson Fornero Aguiar; Matheus Pereira dos Santos; Giselle Eler Amorim Dias; Marcelo Maia Pereira
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