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Modeling population dynamics and conservation of arapaima in the Amazon

机译:在亚马逊地区模拟种群动态和arapaima保护

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To promote understanding of fish population dynamics in tropical river-floodplains, we have synthesized existing information by developing a largely empirical population model for arapaima (Arapaima sp.). Arapaima are characterized by very large bodies, relatively late sexual maturity, small clutches, and large parental investment per offspring, and their populations are overexploited and even declining due to overfishing. We used unparalleled time series data on growth, reproduction, catch-at-age, and size-class abundance estimates for a population that has increased several-fold and undergone drastic changes in fishing practices in the Amazon, Brazil. Model population numbers were close to observed numbers, with generally low mean absolute percentage errors for juveniles (16%), adults (30%), and catch (18%). In using the model to test ecological hypotheses and to investigate management strategies, we found the following: (1) Annual recruitment is directly and positively related to spawner abundance, and it appears to be density-compensatory following a Beverton–Holt relation (R 2 = 0.85). (2) Fishing-selectivity of arapaima caused by use of harpoons and gillnets can lower yield potentials dramatically through removal of the faster-growing individuals of the population. That is in part because fewer individuals live long enough to reproduce and survivors take longer to reach reproductive age. (3) Arapaima populations can sustain annual catches of up to 25% of the number of adults in the population the previous year if minimum size (1.5 m) and closed season (December–May) limits are met. (4) When 25% of the number of adults in the population the previous year is harvested under a 1.6 m minimum size limit of catch, catches are slightly smaller but abundance of adults in the population is considerably greater than under a 1.5 m limit. These findings can be used in ongoing management initiatives, but caution is needed because of present biological and ecological uncertainty about these fishes.
机译:为了增进对热带河漫滩中鱼类种群动态的了解,我们通过为arapaima(Arapaima sp。)开发了一个主要基于经验的种群模型,综合了现有信息。 Arapaima的特征是身体很大,性成熟相对较晚,离婚时间短,每个后代的父母投资大,并且由于过度捕捞,其种群被过度开发,甚至数量减少。我们使用了无与伦比的时间序列数据,这些数据是关于人口增长,繁殖,成年捕捞量和大小等级丰度估计的无与伦比的数据,该种群数量增长了数倍,并且在巴西亚马逊州的捕捞方式发生了巨大变化。模型种群数量与观察到的数量接近,少年(16%),成年(30%)和渔获物(18%)的平均绝对百分比误差普遍较低。通过使用该模型检验生态假设并调查管理策略,我们发现:(1)年度招聘与产卵数量直接相关,且呈正相关,并且按照Beverton-Holt关系(R < sup> 2 = 0.85)。 (2)由于使用了鱼叉和刺网而导致的对选择性鱼的选择性捕捞,可以通过去除人口中增长较快的个体而大大降低单产潜力。部分原因是,寿命更长的个体能够繁殖的时间更长,而幸存者需要更长的时间才能达到生殖年龄。 (3)如果达到最小大小(1.5 m)和封闭季节(12月至5月)的限制,则Arapaima种群的年度捕捞量最多可达到上一年种群数量的25%。 (4)如果上一年度中成年种群中有25%的成虫是在最小捕获量1.6 m的限制下收获的,则捕获量略小,但种群中的成年丰度却大大高于1.5 m之下的捕获量。这些发现可用于正在进行的管理计划中,但由于目前对这些鱼类的生物学和生态不确定性,因此需要谨慎。

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