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A Multiscale Approach Indicates a Severe Reduction in Atlantic Forest Wetlands and Highlights that São Paulo Marsh Antwren Is on the Brink of Extinction

机译:一种多尺度方法表明大西洋森林湿地已大量减少并突出表明圣保罗沼泽安特伦正处于灭绝边缘

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摘要

Over the last 200 years the wetlands of the Upper Tietê and Upper Paraíba do Sul basins, in the southeastern Atlantic Forest, Brazil, have been almost-completely transformed by urbanization, agriculture and mining. Endemic to these river basins, the São Paulo Marsh Antwren (Formicivora paludicola) survived these impacts, but remained unknown to science until its discovery in 2005. Its population status was cause for immediate concern. In order to understand the factors imperiling the species, and provide guidelines for its conservation, we investigated both the species’ distribution and the distribution of areas of suitable habitat using a multiscale approach encompassing species distribution modeling, fieldwork surveys and occupancy models. Of six species distribution models methods used (Generalized Linear Models, Generalized Additive Models, Multivariate Adaptive Regression Splines, Classification Tree Analysis, Artificial Neural Networks and Random Forest), Random Forest showed the best fit and was utilized to guide field validation. After surveying 59 sites, our results indicated that Formicivora paludicola occurred in only 13 sites, having narrow habitat specificity, and restricted habitat availability. Additionally, historic maps, distribution models and satellite imagery showed that human occupation has resulted in a loss of more than 346 km2 of suitable habitat for this species since the early twentieth century, so that it now only occupies a severely fragmented area (area of occupancy) of 1.42 km2, and it should be considered Critically Endangered according to IUCN criteria. Furthermore, averaged occupancy models showed that marshes with lower cattail (Typha dominguensis) densities have higher probabilities of being occupied. Thus, these areas should be prioritized in future conservation efforts to protect the species, and to restore a portion of Atlantic Forest wetlands, in times of unprecedented regional water supply problems.
机译:在过去的200年中,巴西东南大西洋森林的上提耶特和上南帕拉伊巴杜苏尔盆地的湿地已经被城市化,农业和采矿业几乎完全地改变了。这些流域特有的圣保罗沼泽安特伦(Formicivora paludicola)幸免于难,但直到2005年才被科学界所知。它的人口状况引起了人们的直接关注。为了了解影响该物种的因素,并为其保护提供指导,我们使用多尺度方法,包括物种分布模型,实地调查和占用模型,研究了物种的分布和合适栖息地区域的分布。在使用的六个物种分布模型方法(广义线性模型,广义加性模型,多元自适应回归样条,分类树分析,人工神经网络和随机森林)中,随机森林表现出最佳拟合度,并被用于指导田间验证。在对59个地点进行调查后,我们的结果表明,仅在13个地点就出现了粉虱,具有狭窄的生境特异性和有限的生境可用性。此外,历史地图,分布模型和卫星图像显示,自20世纪初以来,人类占领已使该物种失去了346平方公里的合适栖息地,因此,它现在仅占严重分割的区域(居住区域)。 )1.42 km2,并且根据IUCN标准应视为极度濒危。此外,平均居住模式显示,香蒲(香蒲(Typha dominguensis))密度较低的沼泽被占据的可能性更高。因此,在出现前所未有的地区供水问题时,应在未来的保护工作中优先考虑这些地区,以保护该物种并恢复部分大西洋森林湿地。

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