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对考拉种群的大规模声学监测表明,尽管面临重大干扰和极端气候,但集合种群仍保持稳定,不过其吼叫频率有所变化。

Broad-scale acoustic monitoring of koala populations suggests metapopulation stability, but varying bellow rate, in the face of major disturbances and climate extremes.

作者信息

Law Bradley, Gonsalves Leroy, Brassil Traecey, Kerr Isobel

机构信息

Forest Science NSW Primary Industries Parramatta New South Wales Australia.

出版信息

Ecol Evol. 2024 May 6;14(5):e11351. doi: 10.1002/ece3.11351. eCollection 2024 May.

Abstract

Population trends are lacking for most threatened species, especially those that are cryptic and difficult to survey. Recent developments in passive acoustics and semi-automated call recognition provide a cost-effective option to systematically monitor populations of vocal species. We assessed recent trends for the koala , an iconic marsupial, based on 7 years of acoustic monitoring across 224 forested sites. The study period overlapped with a severe drought and extensive megafires in 2019 followed by 2 years of extremely high rainfall. Dynamic occupancy modelling with a range of covariates at multiple landscape scales found that initial occupancy was related to elevation (-ve), NDVI (+ve) and previous selective harvesting (16-30-year age class; weakly +ve). Extinction probability increased with the extent of high-severity fire. Colonisation probability was related to a range of factors, with the top model showing a decrease with increasing lagged annual rainfall. However, the null model was also supported, suggesting weak associations for colonisation. Using these relationships, koala occupancy was found to be high and stable over the study period. Fire did not influence regional trends because koalas often persisted with low- to moderate-severity fire and because high-severity fire was limited to 11% of their habitat. In contrast, bellow rate varied across years, being initially low and declining immediately after the 2019 fires, with the driver of these changes unclear. Neither timber harvesting nor low-severity fire influenced koala occupancy or bellow rate. Given the extensive area of koala habitat in the region, our results point to the presence of a large population in these public forests, and in recent years, stable occupancy (albeit with site-scale reductions in density with high-severity fire). Ongoing monitoring is crucial for tracking future changes, especially with predictions of more frequent, severe forest fires due to climate change.

摘要

大多数濒危物种缺乏种群趋势数据,尤其是那些隐秘且难以调查的物种。被动声学和半自动叫声识别技术的最新发展为系统监测有声物种的种群提供了一种经济高效的选择。我们基于对224个森林地点进行的7年声学监测,评估了标志性有袋动物考拉的近期种群趋势。研究期间恰逢2019年的严重干旱和大面积特大火灾,随后是连续两年的极端高降雨量。在多个景观尺度上使用一系列协变量进行动态占用模型分析发现,初始占用率与海拔(负相关)、归一化植被指数(正相关)以及先前的选择性采伐(16 - 30年树龄等级;弱正相关)有关。灭绝概率随高强度火灾的范围增加而上升。定殖概率与一系列因素有关,最优模型显示其随滞后年降雨量增加而下降。然而,零模型也得到了支持,这表明定殖的关联较弱。利用这些关系,发现在研究期间考拉的占用率较高且稳定。火灾并未影响区域趋势,因为考拉通常能在低至中度严重程度的火灾中存活,且高强度火灾仅限于其栖息地的11%。相比之下,吼叫率随年份变化,最初较低,在2019年火灾后立即下降,这些变化的驱动因素尚不清楚。木材采伐和低强度火灾均未影响考拉的占用率或吼叫率。鉴于该地区考拉栖息地面积广阔,我们的研究结果表明这些公共森林中存在大量考拉种群,且近年来占用率稳定(尽管在高强度火灾发生的地点密度会在局部尺度上降低)。持续监测对于跟踪未来变化至关重要,尤其是考虑到气候变化导致森林火灾更频繁、更严重的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b375/11074521/5fa6e2aefcb5/ECE3-14-e11351-g001.jpg

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