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A habitat overlap analysis derived from maxent for tamarisk and the south-western willow flycatcher

机译:来自Maxent for Tamarisk和南方柳树捕蝇器的栖息地重叠分析

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摘要

Biologic control of the introduced and invasive, woody plant tamarisk (Tamarix spp, saltcedar) in south-western states is controversial because it affects habitat of the federally endangered South-western Willow Flycatcher (Empidonax traillii extimus). These songbirds sometimes nest in tamarisk where floodplain-level invasion replaces native habitats. Biologic control, with the saltcedar leaf beetle (Diorhabda elongate), began along the Virgin River, Utah, in 2006, enhancing the need for comprehensive understanding of the tamarisk-flycatcher relationship. We used maximum entropy (Maxent) modeling to separately quantify the current extent of dense tamarisk habitat (u3e50% cover) and the potential extent of habitat available for E. traillii extimus within the studied watersheds. We used transformations of 2008 Landsat Thematic Mapper images and a digital elevation model as environmental input variables. Maxent models performed well for the flycatcher and tamarisk with Area Under the ROC Curve (AUC) values of 0.960 and 0.982, respectively. Classification of thresholds and comparison of the two Maxent outputs indicated moderate spatial overlap between predicted suitable habitat for E. traillii extimus and predicted locations with dense tamarisk stands, where flycatcher habitat will potentially change flycatcher habitats. Dense tamarisk habitat comprised 500 km2 within the study area, of which 11.4% was also modeled as potential habitat for E. traillii extimus. Potential habitat modeled for the flycatcher constituted 190 km2, of which 30.7% also contained dense tamarisk habitat. Results showed that both native vegetation and dense tamarisk habitats exist in the study area and that most tamarisk infestations do not contain characteristics that satisfy the habitat requirements of E. traillii extimus. Based on this study, effective biologic control of Tamarix spp. may, in the short term, reduce suitable habitat available to E. traillii extimus, but also has the potential in the long term to increase suitable habitat if appropriate mixes of native woody vegetation replace tamarisk in biocontrol areas.
机译:西南部介绍和侵入性的木质植物Tamarisk(Tamarix SPP,Saltcedar)的生物学控制是有争议的,因为它会影响联邦濒危南南柳树捕蝇器(Empidonax Traillii Extimus)的栖息地。这些鸣禽有时会在Tamarisk中筑巢,洪泛潜行级别侵犯原住民栖息地。生物对照,含有Saltcedar叶片甲虫(Diorhabda elongate),沿着维珍河,犹他州,2006年,加强了对Tamarisk-Flycatcher关系的全面了解的需求。我们使用了最大熵(MaxEnt)建模,以单独量化密集Tamarisk栖息地( U3E50%覆盖)的当前范围,以及在学习的流域内的E.Traillii extimus提供的栖息地的潜在程度。我们使用了2008年Landsat主题映射器图像的转换和数字高程模型作为环境输入变量。 MAXENT模型分别为ROC曲线(AUC)值下的区域为0.960和0.982的区域。阈值的分类和两个最大输出的比较指示预测合适的栖息地与密集Tamarisk的预测位置之间的适度空间重叠,捕获者栖息地将可能改变捕蝇栖息地。 Lamarisk Habitat在研究区内包括500公里,其中11.4%也被建模为E.Traillii Extimus的潜在栖息地。为捕蝇器构建的潜在栖息地构建了190平方公里,其中30.7%也包含了密集的Tamarisk栖息地。结果表明,研究区内的本地植被和茂密的Tamarisk栖息地,大多数Tamarisk侵扰不含满足E.Traillii Extimus的栖息地要求的特征。基于该研究,塔米松SPP的有效生物控制。 5月,在短期内,减少适当的栖息地可获得E.Traillii extimus,但如果适当的木质植被替代BioControl地区的Tamarisk,也有长期的潜力增加合适的栖息地。

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