JOURNAL ARTICLE

Multi-criteria approach to estimate the growth curve in the marine shrimp, Penaeus vannamei Boone, 1931 (Decapoda, Penaeidae)

Abstract

The aim of the present study was to test the hypothesis that size variation among individuals of one particular age affects the precise assessment of anticipated growth curve trajectories and their parameters for the marine shrimp, Penaeus vannamei Boone, 1931. The data came from shrimp farmed in earthen ponds of an aquaculture farm located in the Gulf of California. Five asymptotic models were applied to averaged length-at-age data: specialized Von Bertalanffy, generalized Von Bertalanffy, Gompertz, Logistic and Johnson. These models were parametrized considering two criteria: (1) variability in length-at-age () decreases with age (growth compensation approach), (2) constant variance (“normal” and “fat tail”). The model parameters were computed with the maximum likelihood criterion. The corrected version of Akaike’s information criterion AIC c , selected the Gompertz model and the growth compensation approach as those who fitted the data best. We conclude that the growth compensation approach allows the application of a very high performance objective function to analyse individual length-at-age variability without underestimation of the parameters, and also that the best model to describe the growth trajectory of P. vannamei in a farmed environment is a sigmoid curve with an inflection point at 34% of the life period analysed (the Gompertz model).

Keywords:
Gompertz function Shrimp Akaike information criterion Penaeidae Sigmoid function Fishery Decapoda Penaeus Biology Logistic function Growth curve (statistics) Mathematics Statistics Growth rate Inflection point Aquaculture Crustacean Fish <Actinopterygii>

Metrics

10
Cited By
0.78
FWCI (Field Weighted Citation Impact)
49
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Crustacean biology and ecology
Physical Sciences →  Environmental Science →  Ecology
Aquaculture Nutrition and Growth
Life Sciences →  Agricultural and Biological Sciences →  Aquatic Science
Marine and fisheries research
Physical Sciences →  Environmental Science →  Global and Planetary Change

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Journal:   Iranian Society of Ichthyology - International Journal of Aquatic Biology Year: 2017
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