论文标题

从偏见的样品中恢复理论温度依赖性孵化日期分布的贝叶斯方法:公共海豚鱼(Coryphaena hippurus)的情况

A Bayesian approach to recover the theoretical temperature-dependent hatch date distribution from biased samples: the case of the common dolphinfish (Coryphaena hippurus)

论文作者

Moltó, Vicenç, Ospina-Alvarez, Andres, Gatt, Mark, Palmer, Miquel, Catalán, Ignacio A.

论文摘要

生殖候,生长和死亡率是确定人口动态的关键生态参数,因此对于渔业管理的股票评估模型至关重要。在许多鱼类中,产卵物候学对调节或触发产卵事件的环境因素敏感,这些因素在区域和季节之间有所不同。此外,气候变化还可能改变社区层面的生殖物物学模式。通常,孵化日期分布是对捕获日期开始估计的钙化结构估计的年龄进行的。但是,由于死亡过程或从渔业得出的时间间隔抽样,这些估计的分布可能会偏差。在这里,我们提出了一种贝叶斯方法,该方法是来自渔业依赖性采样的个体孵化日期的预测模型。我们表明,校正了观察到的分布的形状和移位。该模型可以应用于具有多个同类群体的渔业中,用于具有广泛地理分布并生活在对比的环境方面的物种和具有不同生活史的个人,例如热依赖性生长,长度依赖性死亡率等。

Reproductive phenology, growth and mortality rates are key ecological parameters that determine population dynamics and are therefore of vital importance to stock assessment models for fisheries management. In many fish species, the spawning phenology is sensitive to environmental factors that modulate or trigger the spawning event, which differ between regions and seasons. In addition, climate change may also alter patterns of reproductive phenology at the community level. Usually, hatch-date distributions are determined back-calculating the age estimated on calcified structures from the capture date. However, these estimated distributions could be biased due to mortality processes or time spaced samplings derived from fishery. Here, we present a Bayesian approach that functions as a predictive model for the hatching date of individuals from a fishery-dependent sampling with temporal biases. We show that the shape and shift of the observed distribution is corrected. This model can be applied in fisheries with multiple cohorts, for species with a wide geographical distribution and living under contrasting environmental regimes and individuals with different life histories such as thermo-dependent growth, length-dependent mortality rates, etc.

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