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Stopover departure decisions in spring: pre-Saharan migrants stay longer and are more selective for favourable wind than trans-Saharan migrants. 春季的中途停留离境决定:撒哈拉以南地区的移民停留的时间更长,而且比撒哈拉以南地区的移民更能选择有利的风向。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-09-22 DOI: 10.1186/s40462-025-00575-0
Thomas Klinner, Thiemo Karwinkel, Florian Packmor, Heiko Schmaljohann
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引用次数: 0
Publisher Correction: On the integration of collective motion and temporal synchrony in animal collectives. 关于动物集体中集体运动和时间同步性的整合。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-09-19 DOI: 10.1186/s40462-025-00596-9
Guy Amichay, Mate Nagy
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引用次数: 0
Rest to roam: behavioural adaptations of tigers in anthropogenically altered landscapes. 休息漫游:在人为改变的景观中老虎的行为适应。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-28 DOI: 10.1186/s40462-025-00594-x
Zehidul Hussain, William Kay, Luca Börger, Pallavi Ghaskadbi, Parag Nigam, Bilal Habib

Background: Large carnivores in human-dominated landscapes face significant risks from increased anthropogenic pressure, making it crucial to understand their movement behaviour for conservation strategies.

Methods: We used conventional and generalised hidden Markov models (HMMs) to analyse GPS telemetry data collected from 2016 to 2022 on 15 subadult tigers to classify behavioural states across three life stages (pre-dispersal, dispersal, post-dispersal) in the Eastern Vidarbha Landscape, India. We further examined how intrinsic and extrinsic factors influenced transitions between these behavioural states.

Results: Three distinct behavioural states were identified: resting (stationary movement with very short step lengths), area-restricted movement (tortuous movement with short to intermediate step lengths), and travelling (highly directional movement with long step lengths). During the pre-dispersal phase, tigers displayed exploratory movement within their natal range, with significant emphasis on area-restricted movement (42.10%), followed by travelling (30.47%), and resting (27.42%). Travelling peaked at dusk and showed the highest probability of occurrence throughout the night until dawn and exhibited faster movement in areas with high human density. Area-restricted movement was most frequent during the day and peaked between 09:00-11:00 h, while resting showed the highest probability between 22:00-23:00 h. Dispersing tigers allocated their activity budget equally among resting (32.09%), area-restricted movement (35.77%), and travelling (32.14%), as they navigated fragmented landscapes comprising of forests, wildlife corridors, agricultural fields, and human settlements. They exhibited faster, directed movements in low-cover areas and increased step lengths in fragmented, non-forest habitats, with a greater likelihood of travelling at dusk and night. Tigers in the post-dispersal phase had stable home ranges and maintained well-defined territorial boundaries. During area-restricted movement, they exhibited longer step lengths in forest habitats and faster travel speeds in a human‒agricultural matrix. Moreover, they tended to rest at high temperatures and travelled more when the temperatures were between 20 and 30 °C.

Conclusions: Our study provides crucial insights on tiger movements in human-dominated landscapes across different life stages and habitats. Understanding their behavioural patterns and implementing effective conservation efforts can ensure the long-term survival of tigers and their coexistence with humans.

背景:在人类主导的景观中,大型食肉动物面临着日益增加的人为压力带来的重大风险,因此了解它们的运动行为对于保护策略至关重要。方法:采用常规和广义隐马尔可夫模型(hmm)分析2016年至2022年在印度东部Vidarbha景观收集的15只亚成年老虎的GPS遥测数据,对三个生命阶段(分散前、分散后、分散后)的行为状态进行分类。我们进一步研究了内在和外在因素如何影响这些行为状态之间的转变。结果:确定了三种不同的行为状态:休息(非常短的步长静止运动),区域受限运动(短至中等步长曲折运动)和旅行(长步长高度定向运动)。在扩散前阶段,老虎在其出生范围内表现出探索性运动,以区域限制运动为主(42.10%),其次是旅行(30.47%)和休息(27.42%)。旅行在黄昏达到高峰,在整个夜间至黎明期间出现的可能性最高,在人口密度高的地区表现出更快的移动。散居老虎在由森林、野生动物走廊、农田和人类住区组成的破碎景观中,活动预算平均分配为休息(32.09%)、活动(35.77%)和旅行(32.14%)。它们在低覆盖区域表现出更快、更有方向性的移动,在零碎的、非森林的栖息地表现出更大的步长,更有可能在黄昏和夜间行走。老虎在后扩散阶段有稳定的活动范围,并保持明确的领土边界。在受区域限制的运动中,它们在森林栖息地表现出更长的步长,在人类-农业矩阵中表现出更快的移动速度。此外,它们倾向于在高温下休息,当温度在20至30°C之间时,它们会更多地旅行。结论:我们的研究为人类主导的景观中不同生命阶段和栖息地的老虎运动提供了重要的见解。了解老虎的行为模式和实施有效的保护措施,可以确保老虎的长期生存和与人类共存。
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引用次数: 0
Inferring leader-follower dynamics in three shark species using acoustic telemetry data. 利用声学遥测数据推断三种鲨鱼的领导者-追随者动态。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-28 DOI: 10.1186/s40462-025-00589-8
Nils Kreuter, Juan Fernández-Gracia, Víctor M Eguíluz, Ana M M Sequeira

Background: Understanding collective behaviours and interactions in sharks is still in its infancy. Although recent studies have revealed some social structures in several shark species, little is known about complex interactions and social processes such as leader-follower dynamics. Recognising the dynamics in shark populations can help to further understand population structure and the influence of specific individuals.

Methods: We developed a methodological approach to detect and analyse leader-follower behavioural patterns using acoustic telemetry data. By utilising lag-time distributions from acoustic telemetry detections for pairs of individuals we infer directed relationships based on temporal patterns. We applied this method to existing datasets from grey reef sharks (Carcharhinus amblyrhynchos), blacktip reef sharks (Carcharhinus melanopterus), and tiger sharks (Galeocerdo cuvier).

Results: We found evidence of leader-follower behaviour in both reef-associated species, with half of the tagged grey reef sharks forming leader-follower networks at eight locations. Size was a significant influence on female grey reef sharks leading-following behaviour. We found similar behaviours at three locations for blacktip reef sharks, with one-third of the tagged individuals forming separate and non-overlapping networks. Size was a significant influence on male blacktip reef sharks leading-following behaviour. No species showed a significant effect of sex alone on leader-follower behaviours. Aggregating networks did not show an overall hierarchy for either species but showed that grey reef shark coordinated in smaller networks than expected with strong influences from more dominant individuals. We found no leader-follower networks for tiger sharks.

Conclusions: Our methodology reveals leader-follower behaviours in blacktip reef sharks and grey reef sharks and corroborates findings from the literature which have previously either been described using visual observation or using a different analytical approach. We demonstrate how existing acoustic telemetry datasets are a valuable source which can be used to detect social interactions associated with leader-follower behaviours in sharks, especially when visual observations are not feasible. Our approach provides new insights into understanding the social dynamics in sharks and offers a way to be applied to many more species already acoustically tagged.

背景:了解鲨鱼的集体行为和相互作用仍处于起步阶段。尽管最近的研究揭示了几种鲨鱼物种的一些社会结构,但对复杂的相互作用和社会过程(如领导者-追随者动态)知之甚少。认识到鲨鱼种群的动态可以帮助我们进一步了解种群结构和特定个体的影响。方法:我们开发了一种方法学方法,利用声学遥测数据来检测和分析领导者-追随者的行为模式。通过利用声波遥测探测对个体的滞后分布,我们推断基于时间模式的直接关系。我们将该方法应用于灰礁鲨(Carcharhinus amblyrhynchos)、黑鳍礁鲨(Carcharhinus melanopterus)和虎鲨(Galeocerdo cuvier)的现有数据集。结果:我们在两种与珊瑚礁相关的物种中都发现了领导者-追随者行为的证据,有一半的被标记的灰礁鲨在八个地点形成了领导者-追随者网络。体型对雌性灰礁鲨的领导-跟随行为有显著影响。我们在三个地点发现了黑鳍礁鲨的类似行为,三分之一被标记的个体形成了独立且不重叠的网络。体型对雄性黑鳍礁鲨的引导跟随行为有显著影响。没有物种显示出性别对领导-追随者行为的显著影响。聚合网络并没有显示出任何一个物种的整体等级,但表明灰礁鲨在比预期更小的网络中协调,受到更多优势个体的强烈影响。我们没有发现虎鲨的领导-追随者网络。结论:我们的方法揭示了黑鳍礁鲨和灰礁鲨的领导-追随者行为,并证实了以前使用视觉观察或使用不同分析方法描述的文献的发现。我们展示了现有的声学遥测数据集如何成为一个有价值的来源,可用于检测鲨鱼中与领导者-追随者行为相关的社会互动,特别是在视觉观察不可行的情况下。我们的方法为理解鲨鱼的社会动态提供了新的见解,并提供了一种应用于更多已经被声学标记的物种的方法。
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引用次数: 0
Wiggle and glide: fine-scale telemetry reveals unique diving strategies in benthic-foraging sea snakes. 摆动和滑翔:精细遥测揭示了海底觅食海蛇独特的潜水策略。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-28 DOI: 10.1186/s40462-025-00592-z
Shannon Coppersmith, Claire Goiran, Kate Laura Sanders, Jenna Margaret Crowe-Riddell, Olivier Chateau, Richard Shine, Vinay Udyawer

Background: The efficient acquisition of two critical but spatially separated resources -food and oxygen- governs the daily movements and diving patterns of air-breathing aquatic animals. Unlike pinnipeds, turtles and seabirds, fully marine ('true') sea snakes spend their entire lifecycle at sea and have evolved specialised movement behaviours. However, fine-scale data on the diving behaviour of free-ranging sea snakes remain scarce, limiting our understanding of their ecology and vulnerability to anthropogenic threats.

Methods: We used acoustic telemetry to track five individuals of two benthic-foraging sea snake species (Hydrophis stokesii, H. major) in Exmouth Gulf, Western Australia, and Baie des Citrons, New Caledonia. Each snake was continuously tracked using a directional hydrophone for up to 18 h, generating high-resolution, three-dimensional dive paths. After filtering, we analysed 106 dives from 46 h of tracking.

Results: Sea snakes primarily conducted U- and S-shaped dives and spent on average 97.2% of their time submerged. Most U-shaped dives were characterised by limited vertical and horizontal movement. S-shaped dives were more complex, with variable time on the seafloor and occasionally interrupted gradual ascents. Dive duration was positively correlated with post-dive surface interval, while depth and duration of the gradual ascent phase were influenced by environmental depth. We also identified distinctive, repetitive undulations ('wiggles') in the depth profiles of several dives completed by all three tracked H. stokesii.

Conclusions: These high-resolution data provide the first insights into the fine-scale diving patterns of benthic-foraging sea snakes. Like surface-foraging species, they appear to regulate air intake based on environmental depth and may be neutrally buoyant in the gradual ascent phase of S-shaped dives. We hypothesise that this phase facilitates efficient horizontal travel, despite potential increases in predation risk. The 'wiggles' observed in H. stokesii may have a functional role in buoyancy control, energy conservation, or foraging. Our study contributes to a deeper understanding of sea snake diving strategies, with implications for their ecology, physiology, and conservation.

背景:有效获取两种关键但空间分离的资源-食物和氧气-控制着呼吸空气的水生动物的日常运动和潜水模式。与鳍足类动物、海龟和海鸟不同,海蛇的整个生命周期都在海洋中度过,并进化出了专门的运动行为。然而,关于自由放养海蛇的潜水行为的精细数据仍然很少,限制了我们对它们的生态和对人为威胁的脆弱性的理解。方法:利用声波遥测技术对澳大利亚西部Exmouth湾和新喀里多尼亚bae des Citrons两种海底觅食海蛇(Hydrophis stokesii, H. major)的5只个体进行跟踪。利用定向水听器连续跟踪每条蛇长达18小时,生成高分辨率的三维潜水路径。过滤后,我们分析了46小时跟踪的106次潜水。结果:海蛇主要进行U型和s型潜水,平均97.2%的时间在水下。大多数u型跳水的特点是有限的垂直和水平运动。s型潜水更为复杂,在海底停留的时间多变,偶尔会中断逐渐上升的过程。潜水持续时间与潜水后水面间隔时间呈正相关,而逐渐上升阶段的深度和持续时间受环境深度的影响。我们还在三个追踪的H. stokesii完成的几次潜水的深度剖面中发现了独特的、重复的波动(“摆动”)。结论:这些高分辨率的数据首次揭示了海底觅食海蛇的精细潜水模式。像水面觅食的物种一样,它们似乎根据环境的深度来调节空气的摄入量,并且在s形潜水的逐渐上升阶段可能是中性浮力。我们假设这一阶段促进了有效的水平旅行,尽管潜在的捕食风险增加。在stokesii中观察到的“摆动”可能在浮力控制、能量保存或觅食方面起着功能作用。我们的研究有助于更深入地了解海蛇的潜水策略,对它们的生态学、生理学和保护具有重要意义。
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引用次数: 0
Wild pigs impact reproductive season movements and space use of wild turkeys. 野猪影响了繁殖季节的迁徙和野生火鸡的空间利用。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-25 DOI: 10.1186/s40462-025-00578-x
Travis E Stoakley, Stephen J Zenas, Vienna R Brown, Mark D Smith, William D Gulsby, Bret A Collier, Stephen S Ditchkoff
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引用次数: 0
Exploring potential environmental drivers of migration phenology in two Mongolian Plateau-nesting goose species. 探索两种蒙古高原筑巢鹅迁徙物候的潜在环境驱动因素。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-14 DOI: 10.1186/s40462-025-00583-0
Junjian Zhang, Xianghuang Li, Xueqin Deng, Iderbat Damba, Nyambayar Batbayar, Zhenggang Xu, Yong Zhang, Lei Cao, Anthony David Fox

Background: Migratory phenology affects fitness and therefore plays a crucial role in the annual life cycle of migrants. Various indicators in relation to the migration patterns of Arctic nesting birds have been well studied (e.g. vegetation production), but we still lack knowledge from lower latitudes, e.g. the Mongolian Plateau, which is one of the top-priority regions for avian research and conservation.

Methods: We used 208 spring and 248 autumn migration tracks from individually tagged Swan Geese Anser cygnoides (SG) and Greylag Geese A. anser (GG) from four geographically discrete breeding groups across the Mongolian Plateau. We analyzed the difference in their migratory timing, how they responded to nine environmental metrics as indicators of environmental change, and the probability of spring arrival and autumn departure.

Results: We found significant differences in spring and autumn departure times between species, yet their arrival times were similar, although the migration phenology of eastern nesting birds differed significantly from those in central and western Mongolia. Their spring migration followed the onset of daily temperature reaching 0 °C, but was not correlated with indices of plant green-up, which occurred behind them along their migration routes. The autumn departure phenology of SG exhibited stronger responses to 0 °C nighttime temperatures, while the GG responded more to 0 °C cumulative temperatures.

Conclusions: Two goose species follow behind the daily 0 °C and before the green-up of plants in spring, allowing the time of hatching of goslings to coincide with the plant growth peak, ensuring a predictable food supply for the nidifugous juveniles. Vegetation and snow metrics were not appropriate indicators to predict the migration process of either species, due to the lack of strong latitudinal gradients in plant growth and long-term snow cover.

背景:候鸟物候影响着候鸟的适合度,因此在候鸟的年生命周期中起着至关重要的作用。与北极筑巢鸟类迁徙模式相关的各种指标(如植被生产)已经得到了很好的研究,但我们仍然缺乏对低纬度地区的了解,例如蒙古高原,这是鸟类研究和保护的重点地区之一。方法:利用蒙古高原上四个地理上离散的繁殖群中分别标记的天鹅(Anser cygnoides, SG)和灰雁(Greylag Geese A. Anser, GG)的208条春季和248条秋季迁徙轨迹。我们分析了它们在迁徙时间上的差异,它们对环境变化指标的响应,以及它们春季到达和秋季离开的概率。结果:蒙古东部筑巢鸟的迁徙物候特征与蒙古中部和西部筑巢鸟的迁徙物候特征存在显著差异,但不同物种的春秋离境时间存在显著差异,而它们的到达时间相似。它们的春季迁徙跟随日气温达到0℃的开始,但与它们迁徙路线上的植物绿化指数不相关。春夏秋末物候对0℃夜间温度的响应较强,春夏秋末物候对0℃累积温度的响应较强。结论:两种鹅在春季每日0°C之后和植物发芽之前出现,使得小鹅的孵化时间与植物生长高峰重合,确保了无源幼鹅可预测的食物供应。由于植物生长和长期积雪缺乏较强的纬度梯度,植被和积雪指标不适合预测两种物种的迁移过程。
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引用次数: 0
Proactive and reactive movement behaviours shape the antipredator sequence in a large herbivore. 主动和被动的运动行为塑造了大型食草动物的反捕食者序列。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-08-07 DOI: 10.1186/s40462-025-00584-z
Charlotte Vanderlocht, Benjamin Robira, Andrea Corradini, Simone Dal Farra, Federico Ossi, Davide Righetti, Heidi C Hauffe, Luca Pedrotti, Francesca Cagnacci

Background: Prey species can display antipredator movement behaviours to reduce predation risk, including proactive responses to chronic or predictable risk, and reactive responses to acute or unpredictable risk. Thus, at any given time, prey movement choice may reflect a trade-off between proaction and reaction. In previous studies, proaction and reaction have generally been considered separately, which neglects their potentially simultaneous influence on animal movement decisions and overall space use.

Methods: In this study, we analysed how proaction and reaction interact to shape the movements of GPS-collared red deer (Cervus elaphus) in response to hunting by humans. Using an exhaustive inventory of red deer hunting events and very high-resolution canopy cover density (LiDAR), we combined movement metric (displacement and path length) models and integrated step selection functions to investigate antipredator movement responses to lethal risk on various spatiotemporal scales, considering a dynamic landscape of risk.

Results: Our results show that red deer either proactively avoided areas of chronic risk, or they selected canopy cover where and when risk was predictably high. However, when risk was encountered anyway, canopy cover was no longer selected, but only modulated a reactive response along a remain-to-leave continuum. This reaction was even more evident when the environment was unfamiliar, underlining the importance of memory in such reaction patterns.

Conclusions: We describe how proaction and reaction fuse in an antipredator sequence of interconnected movement decisions in a large herbivore, and discuss how this result may help disentangle the ecological consequences of behavioural responses to predation. Finally, we lay the foundations for further investigations into the origins of similarities and differences between proactive and reactive movement responses.

背景:被捕食物种可以表现出反捕食者运动行为以降低捕食风险,包括对慢性或可预测风险的主动反应,以及对急性或不可预测风险的反应性反应。因此,在任何给定的时间,猎物的运动选择可能反映了主动和反应之间的权衡。在以前的研究中,主动和反应通常被分开考虑,忽略了它们对动物运动决策和整体空间使用的潜在同时影响。方法:在本研究中,我们分析了主动和反应如何相互作用,塑造了gps项圈马鹿(Cervus elaphus)对人类狩猎的反应。利用马鹿狩猎事件的详尽清单和非常高分辨率的冠层覆盖密度(LiDAR),我们结合了运动度量(位移和路径长度)模型和集成的步骤选择函数,考虑到风险的动态景观,研究了不同时空尺度上的反捕食者运动对致命风险的响应。结果:我们的研究结果表明,马鹿要么主动避开慢性风险区域,要么在可预测的风险高的地方和时间选择冠层覆盖。然而,无论如何,当遇到风险时,树冠覆盖不再被选择,而只是沿着剩余到离开连续体调节反应性响应。当环境不熟悉时,这种反应更加明显,强调了记忆在这种反应模式中的重要性。结论:我们描述了在大型食草动物中,主动和反应如何融合在一个相互关联的运动决策的反捕食者序列中,并讨论了这一结果如何有助于解开对捕食行为反应的生态后果。最后,我们为进一步研究主动和被动运动反应的异同的起源奠定了基础。
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引用次数: 0
What is a season to an oryx? Movement rates identify three seasons for scimitar-horned oryx reintroduced into their native range. 对羚羊来说,季节是什么?移动速度确定了三个季节的弯角羚重新引入他们的本土范围。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-07-29 DOI: 10.1186/s40462-025-00536-7
Kristen Whyle, Katherine Mertes, Ricardo Pusey, Saeed Al Romaithi, Mohammed Al Remeithi, Ahmed Esmaeil Alsayed Alhashmi, Mahamat Hassan Hatcha, Ali Ngare Walsoumon, Abdramane Hamid Chaibo, Taboye Abdelkerim, Habib Ali, Oumar Mahamat Annadif, Kher Issaka, Mahamat Ali, Marc Dethier, John Newby, Melissa Songer

Background: Abundant evidence exists that mobile animals exhibit different movement behavior during different seasons, especially in landscapes with strong seasonal variation in climate and resource availability. Quantifying seasonal movement dynamics is critical for making accurate inferences and appropriate recommendations for species conservation and landscape management. Using empirical approaches to characterize seasonal variation in animal movement minimizes assumptions about the timing of seasonal transitions, environmental proxies, and effects of spatiotemporal variation.

Methods: We calculated 57,255 mean daytime hourly movement rates for 104 scimitar-horned oryx (Oryx dammah) released into a large protected area in central Chad from 2016 to 2022. We used these movement data to build generalized additive mixed models of movement rates over a generic calendar year to detect potential seasonal variation in oryx movement behavior.

Results: Our final model indicated that reintroduced oryx experience three seasons per year, exhibiting dramatically lower daytime movement rates during the hot, dry season and higher movement rates during the rainy and cool, dry seasons. Reproductive status also affected oryx movement rates, notably females 1-4 months into pregnancy.

Conclusions: Captive-born oryx exhibited transitions in movement behavior aligned with regionally characteristic seasonal variation, a promising indicator for an ongoing reintroduction effort. Females 1-4 months pregnant, particularly those accompanied by neonates, exhibited consistently elevated daytime movement rates, suggesting substantial energy allocation to foraging in early pregnancy. The three seasons delineated by this study will be used to manage the reintroduced oryx population, for example to identify priority areas and time periods for enhanced monitoring and enforcement actions, as well as to investigate the potential re-emergence of historical seasonal migrations.

背景:大量证据表明,动物在不同季节表现出不同的运动行为,特别是在气候和资源季节性变化较大的景观中。量化季节运动动态对物种保护和景观管理做出准确的推断和适当的建议至关重要。利用经验方法来表征动物运动的季节变化,可以最大限度地减少对季节转换时间、环境代理和时空变化影响的假设。方法:我们计算了2016年至2022年释放到乍得中部一个大型保护区的104只弯角大羚羊(oryx dammah)的57,255个白天平均小时移动率。我们使用这些运动数据来建立一个通用日历年运动率的广义加性混合模型,以检测大羚羊运动行为的潜在季节性变化。结果:我们的最终模型表明,重新引入的大羚羊每年经历三个季节,在炎热干燥季节表现出明显较低的日间运动率,而在雨季和凉爽干燥季节表现出较高的运动率。生殖状态也会影响大羚羊的运动率,尤其是怀孕1-4个月的雌性。结论:圈养出生的大羚羊表现出与区域特征季节性变化一致的运动行为转变,这是正在进行的重新引入努力的一个有希望的指标。怀孕1-4个月的雌性,特别是伴随新生儿的雌性,表现出持续提高的日间运动率,这表明在怀孕早期,大量的能量分配给了觅食。本研究划定的三个季节将用于管理重新引入的大羚羊种群,例如确定加强监测和执法行动的优先区域和时间段,以及调查历史季节性迁徙再次出现的可能性。
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引用次数: 0
Identifying dispersal events of red foxes (Vulpes vulpes) using early warning signals. 利用预警信号识别红狐(Vulpes Vulpes)的扩散事件。
IF 3.9 1区 生物学 Q2 ECOLOGY Pub Date : 2025-07-29 DOI: 10.1186/s40462-025-00579-w
Felicitas Oehler, Janosch Arnold, Klaus Hackländer, Johannes Signer, Stéphanie C Schai-Braun, Robert Hagen

Background: Many animals disperse to find their own territory, mates to reproduce or suitable environments to live. Dispersal can be described as a three-phase process consisting of two stationary phases (S1 and S2) at the beginning and the end of a dispersal event. These stationary phases are temporally separated by a transient phase (T), where the animal moves from S1 to a new area S2 in space. The net squared displacement (NSD) is a frequently used metric to identify these phases from animal tracking data.

Methods: We tested whether early warning signals (EWSs) on time series of the NSD, can be used to predict dispersal events. To identify EWSs we conducted a rolling window approach and evaluated the dispersal events by performing a spatial cluster analysis with the mechanistic range shift analysis (MRSA). We used data from 22 GPS-collared red foxes (Vulpes vulpes) as an example of a mammal species in which the juvenile (sub-) adult transition usually involves dispersal.

Results: Applying EWSs resulted in the identification of both transitions from S1 to T and from T to S2. For 10 individuals we detected EWSs. For 8 out of these 10 individuals (80%) we identified a spatial shift between S1 and S2 via a MRSA. Accordingly, for 8 out of 22 individuals (36%) we observed a transient phase (T) which led to a major and persistent transformation of red fox locations.

Conclusion: Even though the identification of dispersal events based on movement data is challenging using well known techniques such as state space models or the MRSA, our results suggested that EWS in combination with MRSA is appropriate to detect and identify dispersal events in radio-collared mammals. Thus, in the context of identifying dispersal events using EWSs we recommend to evaluate the existence of stationary and transient phases using the MSRA. The benefit of using EWSs is the calculation of the NSD and simple statistics (standard deviation, autocorrelation) and no requirement of high resolution tracking data. Additionally, transitions to the stationary or transient phase might be detected where home range calculations are not possible.

背景:许多动物分散是为了寻找自己的领地,交配繁殖或寻找合适的生活环境。扩散可以被描述为一个由两个固定阶段(S1和S2)组成的三相过程,在扩散事件的开始和结束。这些固定阶段暂时被一个瞬态阶段(T)分开,在这个阶段,动物从S1移动到空间中的新区域S2。净平方位移(NSD)是一种常用的度量,用于从动物跟踪数据中识别这些阶段。方法:对NSD时间序列上的早期预警信号(EWSs)能否用于预测扩散事件进行检验。为了识别EWSs,我们采用了滚动窗口方法,并通过使用机械范围转移分析(MRSA)进行空间聚类分析来评估分散事件。我们使用了22只gps项圈红狐(Vulpes Vulpes)的数据作为一个哺乳动物物种的例子,其中幼年(亚)成年的过渡通常涉及分散。结果:应用ews可以识别从S1到T和从T到S2的转变。在10个个体中检测到EWSs。对于这10个人中的8个(80%),我们通过MRSA确定了S1和S2之间的空间转移。因此,22个个体中有8个(36%)观察到一个短暂的阶段(T),这导致了红狐位置的主要和持续的转变。结论:尽管使用状态空间模型或MRSA等众所周知的技术来识别基于运动数据的传播事件是具有挑战性的,但我们的研究结果表明,EWS与MRSA相结合适用于检测和识别无线电项圈哺乳动物的传播事件。因此,在使用EWSs识别扩散事件的背景下,我们建议使用MSRA评估平稳阶段和瞬态阶段的存在性。使用EWSs的好处是计算NSD和简单的统计(标准差、自相关),并且不需要高分辨率的跟踪数据。此外,在无法进行母程计算的情况下,可以检测到向静止或瞬态相位的过渡。
{"title":"Identifying dispersal events of red foxes (Vulpes vulpes) using early warning signals.","authors":"Felicitas Oehler, Janosch Arnold, Klaus Hackländer, Johannes Signer, Stéphanie C Schai-Braun, Robert Hagen","doi":"10.1186/s40462-025-00579-w","DOIUrl":"10.1186/s40462-025-00579-w","url":null,"abstract":"<p><strong>Background: </strong>Many animals disperse to find their own territory, mates to reproduce or suitable environments to live. Dispersal can be described as a three-phase process consisting of two stationary phases (S<sub>1</sub> and S<sub>2</sub>) at the beginning and the end of a dispersal event. These stationary phases are temporally separated by a transient phase (T), where the animal moves from S<sub>1</sub> to a new area S<sub>2</sub> in space. The net squared displacement (NSD) is a frequently used metric to identify these phases from animal tracking data.</p><p><strong>Methods: </strong>We tested whether early warning signals (EWSs) on time series of the NSD, can be used to predict dispersal events. To identify EWSs we conducted a rolling window approach and evaluated the dispersal events by performing a spatial cluster analysis with the mechanistic range shift analysis (MRSA). We used data from 22 GPS-collared red foxes (Vulpes vulpes) as an example of a mammal species in which the juvenile (sub-) adult transition usually involves dispersal.</p><p><strong>Results: </strong>Applying EWSs resulted in the identification of both transitions from S<sub>1</sub> to T and from T to S<sub>2</sub>. For 10 individuals we detected EWSs. For 8 out of these 10 individuals (80%) we identified a spatial shift between S<sub>1</sub> and S<sub>2</sub> via a MRSA. Accordingly, for 8 out of 22 individuals (36%) we observed a transient phase (T) which led to a major and persistent transformation of red fox locations.</p><p><strong>Conclusion: </strong>Even though the identification of dispersal events based on movement data is challenging using well known techniques such as state space models or the MRSA, our results suggested that EWS in combination with MRSA is appropriate to detect and identify dispersal events in radio-collared mammals. Thus, in the context of identifying dispersal events using EWSs we recommend to evaluate the existence of stationary and transient phases using the MSRA. The benefit of using EWSs is the calculation of the NSD and simple statistics (standard deviation, autocorrelation) and no requirement of high resolution tracking data. Additionally, transitions to the stationary or transient phase might be detected where home range calculations are not possible.</p>","PeriodicalId":54288,"journal":{"name":"Movement Ecology","volume":"13 1","pages":"55"},"PeriodicalIF":3.9,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12309036/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144745969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Movement Ecology
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