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Projected shifts in fish species dominance in Wisconsin lakes under climate change

机译:气候变化下威斯康星州湖泊鱼类优势的预计变化

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Temperate lakes may contain both coolwater fish species such as walleye (Sander vitreus) and warmwater fish species such as largemouth bass (Micropterus salmoides). Recent declining walleye and increasing largemouth bass populations have raised questions regarding the future trajectories and management actions for these species. We developed a thermodynamic model of water temperatures driven by downscaled climate data and lake-specific characteristics to estimate daily water temperature profiles for 2148 lakes in Wisconsin, US, under contemporary (1989-2014) and future (2040-2064 and 2065-2089) conditions. We correlated contemporary walleye recruitment and largemouth bass relative abundance to modeled water temperature, lake morphometry, and lake productivity, and projected lake-specific changes in each species under future climate conditions. Walleye recruitment success was negatively related and largemouth bass abundance was positively related to water temperature degree days. Both species exhibited a threshold response at the same degree day value, albeit in opposite directions. Degree days were predicted to increase in the future, although the magnitude of increase varied among lakes, time periods, and global circulation models (GCMs). Under future conditions, we predicted a loss of walleye recruitment in 33-75 of lakes where recruitment is currently supported and a 27-60 increase in the number of lakes suitable for high largemouth bass abundance. The percentage of lakes capable of supporting abundant largemouth bass but failed walleye recruitment was predicted to increase from 58 in contemporary conditions to 86 by mid-century and to 91 of lakes by late century, based on median projections across GCMs. Conversely, the percentage of lakes with successful walleye recruitment and low largemouth bass abundance was predicted to decline from 9 of lakes in contemporary conditions to only 1 of lakes in both future periods. Importantly, we identify up to 85 resilient lakes predicted to continue to support natural walleye recruitment. Management resources could target preserving these resilient walleye populations.
机译:温带湖泊可能既有冷水鱼种,如大眼鱼(Sander vitreus)也有温水鱼种,如大口黑鲈(Micropterus salmoides)。最近大眼鲈鱼种群的减少和大口黑鲈种群的增加引发了对这些物种未来发展轨迹和管理行动的质疑。我们开发了一个由降尺度气候数据和湖泊特定特征驱动的水温热力学模型,以估计美国威斯康星州 2148 个湖泊在当前(1989-2014 年)和未来(2040-2064 年和 2065-2089 年)条件下的每日水温曲线。我们将当代大眼鲈的招募和大口黑鲈的相对丰度与模拟的水温、湖泊形态测量和湖泊生产力相关联,并预测了未来气候条件下每个物种的湖泊特定变化。大口黑鲈招募成功率与水温日数呈负相关,大口黑鲈丰度呈正相关。两个物种在相同的度日值下表现出阈值响应,尽管方向相反。预计未来度日数将增加,尽管增加的幅度因湖泊、时间段和全球环流模型 (GCM) 而异。在未来的条件下,我们预测目前支持招募的湖泊中,有33-75%的湖泊将减少大嘴鲈的招募,而适合高大口黑鲈丰度的湖泊数量将增加27-60%。根据全球气候监测机制的中位数预测,能够支持大量大口黑鲈但大口黑鲈招募失败的湖泊百分比预计将从当代条件下的58%增加到本世纪中叶的86%,到本世纪末将增加到91%。 相反,预计大嘴鲈鱼招募成功和大口黑鲈丰度低的湖泊百分比将从当代条件下的9%下降到未来两个时期的湖泊仅占湖泊的1%。重要的是,我们确定了多达 85 个有弹性的湖泊,预计这些湖泊将继续支持自然大眼鱼的招募。管理资源可以用于保护这些有弹性的白眼鱼种群。

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