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Spatial and temporal patterns of walleye pollock (Theragra chalcogramma) spawning in the eastern Bering Sea inferred from egg and larval distributions

机译:从卵和幼虫分布中推断出白令海东部的角膜狭鳕(Theragra chalcogramma)产卵的时空格局

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Walleye pollock Theragra chalcogramma (pollock hereafter) is a key ecological and economic species in the eastern Bering Sea, yet detailed synthesis of the spatial and temporal patterns of pollock ichthyoplankton in this important region is lacking. This knowledge gap is particularly severe considering that egg and larval distribution are essential to reconstructing spawning locations and early life stages drift pathways. We used 19 yr of ichthyoplankton collections to determine the spatial and temporal patterns of egg and larval distribution. Generalized additive models (GAMs) identified two primary temporal pulses of pollock eggs, the first occurring from 20 February to 31 March and the second from 20 April to 20 May; larvae showed similar, but slightly lagged, pulses. Based on generalized cross-validation and information theory, a GAM model that allowed for different seasonal patterns in egg density within three unique areas outperformed a GAM that assumed a single fixed seasonal pattern across the entire eastern Bering Sea. This 'area-dependent' GAM predicted the highest densities of eggs (i.e., potential spawning locations) in three major areas of the eastern Bering Sea: near Bogoslof Island (February-April), north of Unimak Island and the Alaska Peninsula (March-April), and around the Pribilof Islands (April-August). Unique temporal patterns of egg density were observed for each area, suggesting that pollock spawning may be more spatially and temporally complex than previously assumed. Moreover, this work provides a valuable baseline of pollock spawning to which future changes, such as those resulting from climate variability, may be compared.
机译:角膜白鲸Theragra chalcogramma(以下称“波洛克”)是白令海东部的重要生态和经济物种,但仍缺乏对该重要区域浮游鱼鳞浮游生物的时空格局的详细综合。考虑到卵和幼虫的分布对于重建产卵位置和生命早期的漂移路径至关重要,因此这种知识差距尤为严重。我们使用了19年的鱼鳞浮游生物收集来确定卵和幼虫分布的时空格局。广义加性模型(GAM)确定了狭鳕卵的两个主要时间脉冲,第一个发生在2月20日至3月31日,第二个发生在4月20日至5月20日。幼虫显示出相似但略滞后的脉冲。基于广义交叉验证和信息理论,允许在三个独特区域内卵密度不同季节模式的GAM模型要优于在整个白令海地区采用单一固定季节模式的GAM模型。该“依赖区域”的GAM预测了白令海东部三个主要地区的卵密度最高(即潜在的产卵地点):靠近Bogoslof岛(2月至4月),Unimak岛以北和阿拉斯加半岛(3月至4月)以及Pribilof群岛周围地区(4月至8月)。在每个区域都观察到了卵密度的独特时间模式,这表明狭鳕产卵的空间和时间复杂性可能比以前假定的要复杂。此外,这项工作提供了宝贵的产卵基线,可与之比较未来的变化,例如气候变化引起的变化。

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