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首页> 外文期刊>Marine & freshwater research >Potential sources of red snapper (Lutjanus campechanus) recruits estimated with Markov Chain Monte Carlo analysis of otolith chemical signatures
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Potential sources of red snapper (Lutjanus campechanus) recruits estimated with Markov Chain Monte Carlo analysis of otolith chemical signatures

机译:用马尔可夫链蒙特卡洛分析耳石化学特征估算红鲷鱼的潜在来源

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Otolith chemical signatures were used to estimate the number of likely nursery sources that contributed recruits to a suite of red snapper (Lutjanus campechanus) year-classes sampled in 2012 in US Atlantic Ocean waters from southern Florida (28 degrees N) to North Carolina (34 degrees N). Otoliths from subadult and adult fish (n = 139; ages 2-5 years) were cored and their chemical constituents analysed for delta C-13, delta O-18, as well as the elemental ratios of Ba : Ca, Mg: Ca, Mn: Ca and Sr : Ca. Results from multiple linear regression analyses indicated that there was significant latitudinal variation for delta C-13, Ba : Ca, Mg: Ca and Mn: Ca. Therefore, these variables were used to parameterise Markov Chain Monte Carlo (MCMC) models computed to estimate the most likely number of nursery sources to each age class. Results from MCMC models indicated that between two and seven nursery sources were equally plausible among the four age classes examined, but the likely number of nursery sources declined for fish aged 4 and 5 years because of apparent mixing between more northern and more southern signatures. Overall, there is evidence to reject the null hypothesis that a single nursery source contributed recruits among the age classes examined, but increased sample size from a broader geographic range may be required to refine estimates of the likely number of nursery sources.
机译:耳石的化学特征被用来估算可能的苗圃来源数量,这些来源促使新兵参加了2012年从佛罗里达南部(北纬28度)到北卡罗来纳州的美国大西洋水域采样的一组红鲷鱼(Lutjanus campechanus)。度N)。将亚成年鱼和成年鱼(n = 139; 2-5岁)的耳石进行去核,并分析其化学成分,得出δC-13,δO-18以及Ba:Ca,Mg:Ca, Mn:Ca,Sr:Ca。多重线性回归分析的结果表明,δC-13,Ba:Ca,Mg:Ca和Mn:Ca的纬度变化显着。因此,这些变量被用于参数化马尔可夫链蒙特卡洛(MCMC)模型,该模型计算用来估计每个年龄段的苗圃来源的最可能数量。 MCMC模型的结果表明,在所检查的四个年龄类别中,有两个到七个育苗源是合理的,但是对于4岁和5岁鱼,育苗源的数量可能下降了,因为更多的北部和南部特征明显混合。总体而言,有证据拒绝原假设,即单个托儿所来源在所检查的年龄组中贡献了新兵,但可能需要从更大的地理范围内增加样本量以完善对托儿所来源的可能估计。

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