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Climate and pH Predict the Potential Range of the Invasive Apple Snail (Pomacea insularum) in the Southeastern United States

机译:气候和pH值预测美国东南部入侵苹果蜗牛(Pomacea insularum)的潜在范围

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摘要

Predicting the potential range of invasive species is essential for risk assessment, monitoring, and management, and it can also inform us about a species’ overall potential invasiveness. However, modeling the distribution of invasive species that have not reached their equilibrium distribution can be problematic for many predictive approaches. We apply the modeling approach of maximum entropy (MaxEnt) that is effective with incomplete, presence-only datasets to predict the distribution of the invasive island apple snail, Pomacea insularum. This freshwater snail is native to South America and has been spreading in the USA over the last decade from its initial introductions in Texas and Florida. It has now been documented throughout eight southeastern states. The snail’s extensive consumption of aquatic vegetation and ability to accumulate and transmit algal toxins through the food web heighten concerns about its spread. Our model shows that under current climate conditions the snail should remain mostly confined to the coastal plain of the southeastern USA where it is limited by minimum temperature in the coldest month and precipitation in the warmest quarter. Furthermore, low pH waters (pH <5.5) are detrimental to the snail’s survival and persistence. Of particular note are low-pH blackwater swamps, especially Okefenokee Swamp in southern Georgia (with a pH below 4 in many areas), which are predicted to preclude the snail’s establishment even though many of these areas are well matched climatically. Our results elucidate the factors that affect the regional distribution of P. insularum, while simultaneously presenting a spatial basis for the prediction of its future spread. Furthermore, the model for this species exemplifies that combining climatic and habitat variables is a powerful way to model distributions of invasive species.
机译:预测入侵物种的潜在范围对于风险评估,监控和管理至关重要,它还可以使我们了解某个物种的整体潜在入侵能力。然而,对尚未达到其平衡分布的入侵物种的分布进行建模可能对许多预测方法都存在问题。我们应用最大熵(MaxEnt)的建模方法对不完整的仅存在数据集有效,以预测侵入岛苹果蜗牛(Pomacea insularum)的分布。这种淡水蜗牛原产于南美,自从最初在德克萨斯州和佛罗里达州引进以来,在过去的十年中一直在美国传播。现在已经在东南八个州进行了记录。蜗牛大量食用水生植物,并具有通过食物网积累和传播藻毒素的能力,从而加剧了人们对其传播的担忧。我们的模型表明,在当前的气候条件下,蜗牛应主要局限于美国东南部的沿海平原,那里受到最冷月份的最低温度和最暖季的降水的限制。此外,低pH值的水(pH <5.5)不利于蜗牛的生存和持久性。特别值得注意的是低pH值的黑水沼泽,特别是乔治亚州南部的Okefenokee沼泽(许多地区的pH值低于4),尽管其中许多地区气候条件都很好,但据预测,这将阻止蜗牛的定居。我们的研究结果阐明了影响Insularum区域分布的因素,同时为预测其未来传播提供了空间基础。此外,该物种的模型表明,结合气候变量和栖息地变量是对入侵物种分布进行建模的有效方法。

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