A general model fitting coleoid cephalopod growth as a function of time and temperature to a single curve

IF 1.1 Q3 FISHERIES
Ángel Escamilla-Aké, Luis Enrique Angeles-Gonzalez, Claudia Caamal-Monsreal, Carlos Rosas
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Abstract

A novel general model has been developed to fit biomass growth data of coleoid cephalopods as a function of time and temperature from hatching to maximum size in a single curve. This model has been obtained formally from a formulation of product-integral, solves the discontinuity problem present in two-phase growth models and describes both asymptotic and non-asymptotic growth. Within the usual temperature range in which the organism develops, our model describes a non-asymptotic growth achieving a good fit with the experimental data ( R 2 > 0.98 ) $( {{R^2} > 0.98} )$ . In particular, the model provides precise calculation of the time k at which the growth curve inflection occurs, time μ1 at which sexual maturity begins and time μ2 at which the maximum size is reached. When the model was parameterized as a function of temperature, it corroborated different results on Octopus maya fitness, in particular, 25.7°C was obtained as the temperature that generates the highest average growth rate and 21.7°C as the temperature with the highest biomass accumulation over time. This result confirms that the temperature range of 22–26°C is suitable for the growth of O. maya and shows that the developed model can be a useful tool for aquaculture.

Abstract Image

一个一般的模型拟合coloid头足类动物的生长作为时间和温度的函数到一个单一的曲线
建立了一个新的通用模型来拟合胶状头足类动物从孵化到最大尺寸的生物量增长数据作为时间和温度的函数在一条曲线上。该模型由积积分的形式得到,解决了两相增长模型中的不连续问题,并描述了渐近增长和非渐近增长。在生物发育的通常温度范围内,我们的模型描述了一个非渐近增长,与实验数据(r2 >$({{R^2} >0.98})$。特别地,该模型精确地计算了生长曲线发生拐点的时间k、性成熟开始的时间μ1和达到最大尺寸的时间μ2。当模型参数化为温度的函数时,证实了章鱼玛雅适应度的不同结果,特别是平均生长率最高的温度为25.7°C,生物量积累最高的温度为21.7°C。结果表明,22 ~ 26°C的温度范围适合麻豆的生长,表明所建立的模型可作为水产养殖的有用工具。
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