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Modelling species' climatic distributions under habitat constraints: A case study with Coturnix coturnix

机译:在栖息地约束下模拟物种的气候分布:以Coturnix coturnix为例

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Coturnix coturnix is a climatically widespread farmland specialist bird with a wellknown distribution in the Iberian Peninsula. Therefore, its current real distribution can be finely mapped. We used recent atlas data and high-resolution climate layers to model the climatic distribution of this species. Next, we compared the obtained predictive maps with the real distribution of the species. Precise information about underestimation and overestimation of model predictions at different sample sizes was obtained. An increase in sample size allowed the predicted distribution to approach the current real distribution, but unbalanced the climatic prediction. This is because the distribution of occurrences is mostly determined by habitat, which depends more on agricultural factors and less on climate. Modelling the climatic distribution of widespread species while ignoring habitat constraints could lead to a non-equilibrium scenario where obtained predictions may not be reliable.
机译:Coturnix coturnix是一种在气候上广泛分布的农田专业鸟类,在伊比利亚半岛具有广泛的分布。因此,可以精确地映射其当前实际分布。我们使用了最新的地图集数据和高分辨率气候层来模拟该物种的气候分布。接下来,我们将获得的预测图与物种的真实分布进行了比较。获得了有关在不同样本量下模型预测的低估和高估的精确信息。样本数量的增加使预测的分布接近当前的实际分布,但使气候预测失去了平衡。这是因为事件的分布主要由栖息地决定,栖息地更多地取决于农业因素,而较少取决于气候。在不考虑栖息地限制的情况下对广泛物种的气候分布进行建模可能会导致非平衡情况,在这种情况下,获得的预测可能并不可靠。

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