Parker David G, Cameron Matthew, Gordon Christopher E, Letnic Mike
Biodiversity, Conservation and Science, NSW Department Climate Change, Energy, the Environment and Water, Albury, New South Wales, Australia.
Evolution & Ecology Research Centre, University of New South Wales, Sydney, New South Wales, Australia.
Ecol Appl. 2024 Dec;34(8):e3046. doi: 10.1002/eap.3046. Epub 2024 Oct 7.
Understanding the factors that limit the abundance of threatened species is critical for the development of effective conservation strategies. However, gaining such knowledge from monitoring programs and using it to inform decision-making for rare species can be difficult due to methodological issues posed by the problems of distinguishing true absences from false absences and the analysis of datasets dominated by zero counts. The plains-wanderer (Pedionomus torquatus) is a critically endangered ground-nesting bird that occurs in grasslands of southeastern Australia. Decline of the plains-wanderer has been attributed to habitat modification but little emphasis has been placed on the role of introduced predators, such as the red fox (Vulpes vulpes), which have had a devastating effect on small ground-dwelling vertebrates in dryland regions of Australia. Here, we use a 9-year time series of spotlight counts to investigate the impact of vegetation structure and fox presence on plains-wanderer occupancy and abundance. We used distance sampling to determine the effective strip width for sighting plains-wanderers during spotlight surveys. We then used a hurdle model approach whereby binomial generalized additive models were fitted to presence/absence data within the effective strip-width across all sites and negative-binomial models were fitted to an index of abundance at sites where plains-wanderers were observed. Plains-wanderer occupancy and abundance fluctuated markedly through time. Where foxes were absent, occupancy (but not abundance) of plains-wanderers showed a humped relationship with grass height with an optimal height between 50 and 150 mm. Where foxes were present however, this relationship broke down and plains-wanderers were rarely recorded. Our results suggest that plains-wanderers should benefit from management strategies that maintain grass height at optimal levels and exclude foxes or effectively suppress their populations. A key message from this study is that if statistical analyses of data generated by monitoring programs for rare species are intended to inform management decisions by identifying relationships between threatened species and drivers of their abundance, there should be consideration of analytic approaches that account for true and false zeroes, high prevalence of zeroes, and the possibility of nonlinear responses.
了解限制濒危物种数量的因素对于制定有效的保护策略至关重要。然而,由于在区分真正的缺失与假缺失以及分析以零计数为主的数据集时所产生的方法学问题,从监测项目中获取此类知识并将其用于为珍稀物种的决策提供信息可能会很困难。平原 wanderer(Pedionomus torquatus)是一种极度濒危的地栖鸟类,分布于澳大利亚东南部的草原。平原 wanderer 的数量下降归因于栖息地改造,但很少有人关注引入的捕食者的作用,比如赤狐(Vulpes vulpes),它对澳大利亚干旱地区的小型地栖脊椎动物造成了毁灭性影响。在此,我们利用 9 年的定点计数时间序列来研究植被结构和狐狸的存在对平原 wanderer 占有率和数量的影响。我们使用距离抽样来确定在定点调查期间发现平原 wanderer 的有效样带宽度。然后我们采用障碍模型方法,将二项广义相加模型拟合到所有地点有效样带宽度内的存在/缺失数据,将负二项模型拟合到观察到平原 wanderer 的地点的数量指数。平原 wanderer 的占有率和数量随时间显著波动。在没有狐狸的地方,平原 wanderer 的占有率(而非数量)与草高呈驼峰状关系,最佳高度在 50 至 150 毫米之间。然而,在有狐狸的地方,这种关系就不存在了,很少记录到平原 wanderer。我们的结果表明,平原 wanderer 应该会从将草高维持在最佳水平并排除狐狸或有效抑制其种群数量的管理策略中受益。这项研究的一个关键信息是,如果监测项目为珍稀物种生成的数据的统计分析旨在通过识别濒危物种与其数量驱动因素之间的关系来为管理决策提供信息,那么应该考虑能够处理真零值和假零值、零值的高发生率以及非线性响应可能性的分析方法。