Evaluation of fish density influence on the growth of the spotted rose snapper reared in floating net cages using growth models and non-parametric tests

IF 0.5 4区 生物学 Q4 MARINE & FRESHWATER BIOLOGY Ciencias Marinas Pub Date : 2023-01-11 DOI:10.7773/cm.y2023.3253
J. Jurado-Molina, Carlos Humberto Hernández-López, C. Hernández
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引用次数: 1

Abstract

In commercial fish farming, growth performance is the most influential factor in economic profitability; so, biomass optimization has become a growing concern. We analyzed the influence of 3 harvest densities (15, 20, and 22 kg·m–3) on the growth of spotted rose snappers reared in floating net cages during a production cycle. To assess the impact of stocking density on growth performance, we used 2 indicators: final total length-at-age (12 months) and the growth rate estimated from growth models (von Bertalanffy, logistic, and Gompertz). For the first indicator, we tested for normality. We did the Kruskal–Wallis and the post hoc Kruskal–Wallis tests to compare the mean total final length from each density. Accordingly, the means of densities D15 and D20 were the same (P value = 0.22). For the second indicator, we fitted the models with the subroutine optim of the R statistical package using the L-BFGS-B algorithm. Model selection was made with the Akaike and the Bayesian information criteria. Both criteria suggested that the logistic model fitted the data best. With the best model (logistic), we did 1,000 bootstrap simulations for each density scenario to determine the distribution of the maximum likelihood estimation for the instantaneous growth rate. Because the estimates were normally distributed, we used ANOVA to test the equality of the instantaneous growth. The Tukey HSD test suggested that all means were statistically different from each other. The fastest growth rate (K = 0.275) corresponded to the cage with a density of 20 kg·m–3. These findings demonstrate that the logistic model can predict the growth of spotted rose snappers under culture conditions using floating net cages. These results strengthen the productive potential and economic profitability of snapper aquaculture using floating cage and may help the start of commercial scale aquaculture.
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用生长模型和非参数检验评价鱼密度对浮网箱养殖玫瑰鲷生长的影响
在商业养鱼中,生长性能是影响经济盈利能力的最重要因素;因此,生物质优化已成为人们日益关注的问题。在一个生产周期内,分析了3种收获密度(15、20和22 kg·m-3)对浮网箱养殖的斑点玫瑰鲷生长的影响。为了评估放养密度对生长性能的影响,我们使用了2个指标:最终龄长(12个月)和生长模型(von Bertalanffy、logistic和Gompertz)估计的生长速度。对于第一个指标,我们测试了常态性。我们做了Kruskal-Wallis和事后Kruskal-Wallis测试来比较每个密度的平均总最终长度。因此,密度D15和D20的平均值相同(P值= 0.22)。对于第二个指标,我们使用L-BFGS-B算法对R统计包进行子程序优化拟合模型。采用赤池信息准则和贝叶斯信息准则进行模型选择。这两个标准都表明logistic模型最适合数据。使用最佳模型(logistic),我们对每个密度场景进行了1000次自举模拟,以确定瞬时增长率的最大似然估计的分布。由于估计是正态分布的,我们使用方差分析来检验瞬时增长的平等性。Tukey HSD检验表明,所有均值在统计学上存在差异。密度为20 kg·m-3的网箱生长速度最快,K = 0.275。这些结果表明,logistic模型可以预测浮网箱培养条件下斑点玫瑰鲷的生长情况。这些结果增强了利用浮动网箱养殖鲷鱼的生产潜力和经济效益,可能有助于启动商业规模养殖。
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来源期刊
Ciencias Marinas
Ciencias Marinas 生物-海洋与淡水生物学
CiteScore
1.10
自引率
0.00%
发文量
9
审稿时长
>12 weeks
期刊介绍: A bilingual open-access publication, Ciencias Marinas (CM) is an international peer-reviewed journal that contains original research findings in all areas of marine science. It is published quarterly by the Autonomous University of Baja California, Mexico, and all its contents are publicly available on our journal website. Though a limited number of copies are still printed, the journal is mainly distributed in its electronic format. CM was conceived in 1973 as part of an academic project aimed to entice local researchers to publicly disclose their findings by adopting the culture of peer-review publishing. This academic project evolved into an international journal after accepting papers from researchers in the United States and, eventually, other parts of the world. Because of the diversity in authorship, CM issues were initially published in either Spanish or English, and occasionally in both languages. It was not until 1984 when CM included both language versions of all its contents, and it then became the fully bilingual journal it still is today. At CM we believe our inclusive format allows us not only to address a wider range of submissions from international authors but also to make published findings available to a wider international audience. So whether you are looking for information on the redfish in Icelandic waters or the physical and biological properties of the Gulf of California, feel free to peruse CM contents. You may find them to provide source material for your research.
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