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Potential Range Expansion of the Invasive Red Shiner, Cyprinella lutrensis (Teleostei: Cyprinidae), under Future Climatic Change

机译:未来气候变化下入侵红色光泽小夜蛾(Teleostei:Cyprinidae)的潜在范围扩展

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We built climate envelope models under contemporary and future climates to explore potential range shifts of the invasive Red Shiner-Cyprinella lutrensis. Our objective was to estimate aquatic habitat vulnerability to Red Shiner invasion in North America under future climatic change. We used presence records from within the species’ native and invaded distributions, a suite of bioclimatic predictor variables from three climate models (CCCma, CSIRO, and HadCM3), and maximum entropy modeling to generate potential distribution maps for the year 2080. Our model predicted major range expansion by Red Shiner under both low and high carbon emissions scenarios. The models exceeded average area under the receiver operator characteristic curve values of 0.92, indicating good overall model performance. The model predictions fell largely outside of areas of climatic extrapolation (i.e. regions predicted into environments different from training the region) indicating good model performance. The results from this study highlight the large potential range expansion across North America of Red Shiner under future warmer climates.
机译:我们建立了当代和未来气候下的气候包络模型,以探索侵入性红光辉小夜蛾的潜在范围变化。我们的目标是评估未来气候变化对北美红光入侵的水生栖息地脆弱性。我们使用了物种本地和入侵分布中的存在记录,来自三个气候模型(CCCma,CSIRO和HadCM3)的一组生物气候预测变量以及最大熵模型来生成2080年的潜在分布图。我们的模型进行了预测在低碳排放和高碳排放的情况下,Red Shiner都会进行大范围扩展。在接收器操作员特性曲线值0.92以下,模型超出了平均面积,表明总体模型性能良好。模型预测大部分落在气候推断区域之外(即,预测区域进入与训练该区域不同的环境),表明模型表现良好。这项研究的结果表明,在未来温暖的气候下,Red Shiner在北美的潜在范围扩大很大。

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