Effects of urbanisation on the movements of an arboreal specialist using hidden Markov models.

IF 4 1区 生物学 Q2 ECOLOGY
Caio Santos Neto, Ross G Dwyer, Theo Michelot, Romane H Cristescu
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引用次数: 0

Abstract

BACKGROUND: Species with specialised ecological niches rely heavily on specific resources or conditions, making them less resilient to habitat fragmentation and land-use changes. For specialists with limited mobility, the challenges are even greater, as they may struggle to locate new habitats for their survival. While some highly mobile species adjust their movement behaviours in human-modified environments by either avoiding areas with faster, straighter paths or adapting to forage for human-related resources, little is known about how arboreal species with low mobility adapt to urban landscapes. Koalas (Phascolarctos cinereus) are highly susceptible to the impacts of urbanisation due to their unique adaptations and reliance on tree canopy cover, which is thought to be a major factor driving population decline in the increasingly urbanised Australian coast. METHODS: In this study, we applied biotelemetry to track the movements of 72 koalas in urban and nonurban environments. We then applied hidden Markov models (HMMs) to these data to investigate how environmental factors (such as human land use), as well as biological factors (e.g., sex) and temporal cycles (e.g., time of day), influenced koala movement behaviours. RESULTS: We detected little effect of land use type on the movement behaviours of koalas in urban and nonurban landscapes, suggesting that the type of land use does not play a substantial role in how koalas shift between different movement behaviours. However, urban-dwelling koalas exhibited faster and more directed movements at night (rather than at dusk) and showed less pronounced changes in their movement behaviours across seasons than those typically observed in natural environments. CONCLUSIONS: Our findings highlight the adaptability and flexibility of koalas in modifying their movement behaviours to navigate human-modified environments. By focusing their movements during times when human activity is lower, koalas may be able to reduce the likelihood of agonistic interactions with humans. We suggest that creating low-disturbance areas in urban and peri-urban environments could allow wildlife to maintain more natural behaviours, potentially improving their overall well-being.

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利用隐马尔可夫模型研究城市化对树木专家运动的影响。
背景:具有特殊生态位的物种严重依赖于特定的资源或条件,使它们对栖息地破碎化和土地利用变化的适应能力较差。对于行动能力有限的专家来说,挑战更大,因为他们可能很难找到新的生存栖息地。虽然一些高流动性物种在人类改造的环境中通过避开路径更快、更直的区域或适应寻找与人类相关的资源来调整它们的运动行为,但对于低流动性的树栖物种如何适应城市景观,我们知之甚少。考拉(Phascolarctos cinereus)非常容易受到城市化的影响,因为它们独特的适应性和对树冠覆盖的依赖,这被认为是导致日益城市化的澳大利亚海岸人口下降的主要因素。方法:采用生物遥测技术对72只考拉在城市和非城市环境中的活动进行了跟踪研究。然后,我们将隐马尔可夫模型(hmm)应用于这些数据,以研究环境因素(如人类土地利用)、生物因素(如性别)和时间周期(如一天中的时间)如何影响考拉的运动行为。结果:在城市和非城市景观中,我们发现土地利用类型对考拉的运动行为影响不大,这表明土地利用类型对考拉在不同运动行为之间的转变没有实质性作用。然而,城市生活的考拉在夜间(而不是黄昏)表现出更快、更有方向性的运动,而且与自然环境中通常观察到的不同季节的运动行为变化不那么明显。结论:我们的研究结果强调了考拉在改变其运动行为以适应人类改变的环境方面的适应性和灵活性。通过在人类活动较少的时候集中行动,考拉可能能够减少与人类激烈互动的可能性。我们建议在城市和城郊环境中创建低干扰区域,可以让野生动物保持更多的自然行为,从而潜在地改善它们的整体健康状况。
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来源期刊
Movement Ecology
Movement Ecology Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
6.60
自引率
4.90%
发文量
47
审稿时长
23 weeks
期刊介绍: Movement Ecology is an open-access interdisciplinary journal publishing novel insights from empirical and theoretical approaches into the ecology of movement of the whole organism - either animals, plants or microorganisms - as the central theme. We welcome manuscripts on any taxa and any movement phenomena (e.g. foraging, dispersal and seasonal migration) addressing important research questions on the patterns, mechanisms, causes and consequences of organismal movement. Manuscripts will be rigorously peer-reviewed to ensure novelty and high quality.
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