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Modeling and Mapping the Probability of Occurrence of Invasive Wild Pigs across the Contiguous United States

机译:对整个美国附近的​​入侵野猪的发生率进行建模和映射

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摘要

Wild pigs (Sus scrofa), also known as wild swine, feral pigs, or feral hogs, are one of the most widespread and successful invasive species around the world. Wild pigs have been linked to extensive and costly agricultural damage and present a serious threat to plant and animal communities due to their rooting behavior and omnivorous diet. We modeled the current distribution of wild pigs in the United States to better understand the physiological and ecological factors that may determine their invasive potential and to guide future study and eradication efforts. Using national-scale wild pig occurrence data reported between 1982 and 2012 by wildlife management professionals, we estimated the probability of wild pig occurrence across the United States using a logistic discrimination function and environmental covariates hypothesized to influence the distribution of the species. Our results suggest the distribution of wild pigs in the U.S. was most strongly limited by cold temperatures and availability of water, and that they were most likely to occur where potential home ranges had higher habitat heterogeneity, providing access to multiple key resources including water, forage, and cover. High probability of occurrence was also associated with frequent high temperatures, up to a high threshold. However, this pattern is driven by pigs’ historic distribution in warm climates of the southern U.S. Further study of pigs’ ability to persist in cold northern climates is needed to better understand whether low temperatures actually limit their distribution. Our model highlights areas at risk of invasion as those with habitat conditions similar to those found in pigs’ current range that are also near current populations. This study provides a macro-scale approach to generalist species distribution modeling that is applicable to other generalist and invasive species.
机译:野生猪(Sus scrofa),也被称为野猪,野猪或野猪,是世界上最广泛,最成功的入侵物种之一。野生猪与广泛而昂贵的农业破坏有关,由于其生根行为和杂食性饮食,对动植物群落构成了严重威胁。我们对美国野猪的当前分布进行了建模,以更好地了解可能决定其入侵潜力的生理和生态因素,并指导未来的研究和根除工作。利用野生动物管理专业人士在1982年至2012年间报告的全国规模的野猪发生数据,我们使用对数歧视函数和假设的环境协变量影响物种分布,估计了全美国野猪发生的可能性。我们的结果表明,在美国,野猪的分布受到低温和水的供应的最大限制,并且它们最有可能出现在潜在的家庭范围具有较高生境异质性的地方,从而提供了包括水,饲料在内的多种关键资源和封面。高发生率也与频繁的高温(最高阈值)有关。但是,这种模式是由美国南部温暖气候中猪的历史分布所驱动的。为了更好地了解低温是否实际上限制了它们的分布,需要进一步研究猪在寒冷北部气候中的持久能力。我们的模型突出显示了具有入侵条件的区域,这些区域的栖息地条件与猪的当前范围相似,并且也接近当前的种群。这项研究为通配物种分布建模提供了一种宏观尺度的方法,适用于其他通配物种和入侵物种。

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