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Abundance and Distribution Patterns of Thunnus albacares in Isla del Coco National Park through Predictive Habitat Suitability Models

机译:基于预测栖息地适宜性模型的可可岛国家公园白鳍金枪鱼的丰度和分布模式

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摘要

Information on the distribution and habitat preferences of ecologically and commercially important species is essential for their management and protection. This is especially important as climate change, pollution, and overfishing change the structure and functioning of pelagic ecosystems. In this study, we used Bayesian hierarchical spatial-temporal models to map the Essential Fish Habitats of the Yellowfin tuna (Thunnus albacares) in the waters around Isla del Coco National Park, Pacific Costa Rica, based on independent underwater observations from 1993 to 2013. We assessed if observed changes in the distribution and abundance of this species are related with habitat characteristics, fishing intensity or more extreme climatic events, including the El Niño Southern Oscillation, and changes on the average sea surface temperature. Yellowfin tuna showed a decreasing abundance trend in the sampled period, whereas higher abundances were found in shallow and warmer waters, with high concentration of chlorophyll-a, and in surrounding seamounts. In addition, El Niño Southern Oscillation events did not seem to affect Yellowfin tuna distribution and abundance. Understanding the habitat preferences of this species, using approaches as the one developed here, may help design integrated programs for more efficient management of vulnerable species.
机译:有关具有生态和商业意义的物种的分布和栖息地偏好的信息对于其管理和保护至关重要。随着气候变化,污染和过度捕捞改变远洋生态系统的结构和功能,这一点尤其重要。在这项研究中,我们基于1993年至2013年的独立水下观测结果,使用了贝叶斯分层时空模型绘制了黄鳍金枪鱼(Thunnus albacares)在哥斯达黎加太平洋可可岛国家公园附近水域的黄鳍金枪鱼的基本鱼类栖息地。我们评估了观察到的该物种分布和丰度的变化是否与栖息地特征,捕鱼强度或更极端的气候事件(包括厄尔尼诺南方涛动)以及平均海面温度的变化有关。在采样期间,黄鳍金枪鱼显示出丰度下降的趋势,而在浅水和温暖水域,叶绿素-a浓度高以及周围海山中发现了较高的丰度。此外,厄尔尼诺南方涛动事件似乎并未影响黄鳍金枪鱼的分布和丰度。使用此处开发的方法了解该物种的栖息地偏好,可能有助于设计综合计划,以更有效地管理脆弱物种。

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