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Analyzing tiger interaction and home range shifts using a time-geographic approach 利用时间地理方法分析老虎的互动和家园范围的变化
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-02-03 DOI: 10.1186/s40462-024-00454-0
Yifei Liu, Somayeh Dodge, Achara Simcharoen, Sean C. Ahearn, James L. D. Smith
Interaction through movement can be used as a marker to understand and model interspecific and intraspecific species dynamics, and the collective behavior of animals sharing the same space. This research leverages the time-geography framework, commonly used in human movement research, to explore the dynamic patterns of interaction between Indochinese tigers (Panthera tigris corbeti) in the western forest complex (WEFCOM) in Thailand. We propose and assess ORTEGA, a time-geographic interaction analysis method, to trace spatio-temporal interactions patterns and home range shifts among tigers. Using unique GPS tracking data of tigers in WEFCOM collected over multiple years, concurrent and delayed interaction patterns of tigers are investigated. The outcomes are compared for intraspecific tiger interaction across different genders, relationships, and life stages. Additionally, the performance of ORTEGA is compared to a commonly used proximity-based approach. Among the 67 tracked tigers, 42 show concurrent interactions at shared boundaries. Further investigation of five tigers with overlapping home ranges (two adult females, a male, and two young male tigers) suggests that the mother tiger and her two young mostly stay together before their dispersal but interact less post-dispersal. The male tiger increases encounters with the mother tiger while her young shift their home ranges. On another timeline, the neighbor female tiger mostly avoids the mother tiger. Through these home range dynamics and interaction patterns, we identify four types of interaction among these tigers: following, encounter, latency, and avoidance. Compared to the proximity-based approach, ORTEGA demonstrates better detects concurrent mother–young interactions during pre-dispersal, while the proximity-based approach misses many interactions among the dyads. With larger spatial buffers and temporal windows, the proximity-based approach detects more encounters but may overestimate the duration of interaction. This research demonstrates the applicability and merits of ORTEGA as a time-geographic based approach to animal movement interaction analysis. We show time geography can develop valuable, data-driven insights about animal behavior and interactions. ORTEGA effectively traces frequent encounters and temporally delayed interactions between animals, without relying on specific spatial and temporal buffers. Future research should integrate contextual and behavioral information to better identify and characterize the nature of species interaction.
通过运动进行的互动可作为一种标记,用于理解和模拟种间和种内物种动态,以及共享同一空间的动物的集体行为。本研究利用人类运动研究中常用的时间地理框架来探索泰国西部森林复合体(WEFCOM)中印度支那虎(Panthera tigris corbeti)之间的动态互动模式。我们提出并评估了一种时间-地理互动分析方法 ORTEGA,以追踪老虎之间的时空互动模式和家园范围转移。利用多年来收集的 WEFCOM 中老虎的独特 GPS 跟踪数据,研究了老虎的并发和延迟互动模式。比较了不同性别、不同关系和不同生命阶段老虎种内互动的结果。此外,还将 ORTEGA 的性能与常用的基于近距离的方法进行了比较。在 67 只被跟踪的老虎中,有 42 只在共享边界上同时出现了互动。对家园范围重叠的五只老虎(两只成年雌虎、一只雄虎和两只幼年雄虎)的进一步调查表明,母虎和两只幼虎在散居前大多呆在一起,但散居后互动较少。雄虎与母虎的相遇次数增多,而幼虎的活动范围则发生了变化。在另一条时间线上,邻近的雌虎大多会避开母虎。通过这些家园范围动态和互动模式,我们确定了这些老虎之间的四种互动类型:跟随、相遇、潜伏和回避。与基于邻近度的方法相比,ORTEGA 更好地检测到了母虎与幼虎在预分散期间同时进行的互动,而基于邻近度的方法则遗漏了许多双组间的互动。在空间缓冲区和时间窗口较大的情况下,基于邻近性的方法能检测到更多的母婴互动,但可能会高估互动的持续时间。这项研究证明了 ORTEGA 作为一种基于时间地理的动物运动互动分析方法的适用性和优点。我们展示了时间地理学可以为动物行为和互动提供有价值的、数据驱动的见解。ORTEGA 可有效追踪动物之间频繁相遇和时间延迟的互动,而无需依赖特定的空间和时间缓冲区。未来的研究应整合环境和行为信息,以更好地识别和描述物种互动的性质。
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引用次数: 0
Land use drives differential resource selection by African elephants in the Greater Mara Ecosystem, Kenya 土地使用驱动肯尼亚大马拉生态系统中非洲象对不同资源的选择
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-02-01 DOI: 10.1186/s40462-023-00436-8
Jake Wall, Nathan Hahn, Sarah Carroll, Stephen Mwiu, Marc Goss, Wilson Sairowua, Kate Tiedeman, Sospeter Kiambi, Patrick Omondi, Iain Douglas-Hamilton, George Wittemyer
Understanding drivers of space use by African elephants is critical to their conservation and management, particularly given their large home-ranges, extensive resource requirements, ecological role as ecosystem engineers, involvement in human-elephant conflict and as a target species for ivory poaching. In this study we investigated resource selection by elephants inhabiting the Greater Mara Ecosystem in Southwestern Kenya in relation to three distinct but spatially contiguous management zones: (i) the government protected Maasai Mara National Reserve (ii) community-owned wildlife conservancies, and (iii) elephant range outside any formal wildlife protected area. We combined GPS tracking data from 49 elephants with spatial covariate information to compare elephant selection across these management zones using a hierarchical Bayesian framework, providing insight regarding how human activities structure elephant spatial behavior. We also contrasted differences in selection by zone across several data strata: sex, season and time-of-day. Our results showed that the strongest selection by elephants was for closed-canopy forest and the strongest avoidance was for open-cover, but that selection behavior varied significantly by management zone and selection for cover was accentuated in human-dominated areas. When contrasting selection parameters according to strata, variability in selection parameter values reduced along a protection gradient whereby elephants tended to behave more similarly (limited plasticity) in the human dominated, unprotected zone and more variably (greater plasticity) in the protected reserve. However, avoidance of slope was consistent across all zones. Differences in selection behavior was greatest between sexes, followed by time-of-day, then management zone and finally season (where seasonal selection showed the least differentiation of the contrasts assessed). By contrasting selection coefficients across strata, our analysis quantifies behavioural switching related to human presence and impact displayed by a cognitively advanced megaherbivore. Our study broadens the knowledge base about the movement ecology of African elephants and builds our capacity for both management and conservation.
了解非洲象利用空间的驱动因素对其保护和管理至关重要,特别是考虑到非洲象的家园范围大、资源需求量大、作为生态系统工程师的生态作用、参与人象冲突以及是象牙偷猎的目标物种。在这项研究中,我们调查了栖息在肯尼亚西南部大马拉生态系统中的大象对资源的选择与三个不同但空间上毗连的管理区的关系:(i) 政府保护的马赛马拉国家保护区;(ii) 社区所有的野生动物保护区;(iii) 任何正式野生动物保护区之外的大象活动范围。我们将 49 头大象的 GPS 跟踪数据与空间协变量信息相结合,使用分层贝叶斯框架比较了大象在这些管理区的选择,从而深入了解人类活动如何构建大象的空间行为。我们还对比了不同性别、不同季节和不同时间段的大象在不同区域的选择差异。我们的研究结果表明,大象对郁闭树冠森林的选择最强,而对开阔植被的回避最强,但选择行为因管理区域的不同而存在显著差异,在人类占主导地位的区域,大象对植被的选择更为突出。当根据分层对比选择参数时,选择参数值的可变性沿着保护梯度降低,在人类占主导地位的非保护区,大象的行为更加相似(可塑性有限),而在保护区,大象的行为更加多变(可塑性更大)。然而,在所有区域,大象对斜坡的回避是一致的。性别之间的选择行为差异最大,其次是时间,然后是管理区,最后是季节(在评估的对比中,季节选择的差异最小)。通过对比不同地层的选择系数,我们的分析量化了一种认知先进的巨型食草动物所表现出的与人类存在和影响相关的行为转换。我们的研究拓宽了非洲象运动生态学的知识基础,提高了我们的管理和保护能力。
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引用次数: 0
Links between the three-dimensional movements of whale sharks (Rhincodon typus) and the bio-physical environment off a coral reef 鲸鲨(Rhincodon typus)的三维运动与珊瑚礁外生物物理环境之间的联系
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-31 DOI: 10.1186/s40462-024-00452-2
Ben D’Antonio, Luciana C. Ferreira, Mark Meekan, Paul G. Thomson, Lilian Lieber, Patti Virtue, Chloe Power, Charitha B. Pattiaratchi, Andrew S. Brierley, Ana M. M. Sequeira, Michele Thums
Measuring coastal-pelagic prey fields at scales relevant to the movements of marine predators is challenging due to the dynamic and ephemeral nature of these environments. Whale sharks (Rhincodon typus) are thought to aggregate in nearshore tropical waters due to seasonally enhanced foraging opportunities. This implies that the three-dimensional movements of these animals may be associated with bio-physical properties that enhance prey availability. To date, few studies have tested this hypothesis. Here, we conducted ship-based acoustic surveys, net tows and water column profiling (salinity, temperature, chlorophyll fluorescence) to determine the volumetric density, distribution and community composition of mesozooplankton (predominantly euphausiids and copepods) and oceanographic properties of the water column in the vicinity of whale sharks that were tracked simultaneously using satellite-linked tags at Ningaloo Reef, Western Australia. Generalised linear mixed effect models were used to explore relationships between the 3-dimensional movement behaviours of tracked sharks and surrounding prey fields at a spatial scale of ~ 1 km. We identified prey density as a significant driver of horizontal space use, with sharks occupying areas along the reef edge where densities were highest. These areas were characterised by complex bathymetry such as reef gutters and pinnacles. Temperature and salinity profiles revealed a well-mixed water column above the height of the bathymetry (top 40 m of the water column). Regions of stronger stratification were associated with reef gutters and pinnacles that concentrated prey near the seabed, and entrained productivity at local scales (~ 1 km). We found no quantitative relationship between the depth use of sharks and vertical distributions of horizontally averaged prey density. Whale sharks repeatedly dove to depths where spatially averaged prey concentration was highest but did not extend the time spent at these depth layers. Our work reveals previously unrecognized complexity in interactions between whale sharks and their zooplankton prey.
由于这些环境的动态性和短暂性,在与海洋食肉动物活动相关的尺度上测量沿岸-远洋猎物场是一项挑战。鲸鲨(Rhincodon typus)被认为会聚集在近岸热带水域,以获得季节性增加的觅食机会。这意味着这些动物的三维运动可能与生物物理特性有关,从而提高了猎物的可获得性。迄今为止,很少有研究验证了这一假设。在此,我们进行了船基声学调查、网拖和水柱剖面测量(盐度、温度、叶绿素荧光),以确定中浮游生物(主要是裙带菜类和桡足类)的体积密度、分布和群落组成,以及在西澳大利亚宁格鲁礁使用卫星链接标签同时跟踪的鲸鲨附近水柱的海洋学特性。我们使用广义线性混合效应模型探索了在约 1 千米的空间范围内被追踪鲨鱼的三维运动行为与周围猎物场之间的关系。我们发现猎物密度是水平空间利用的一个重要驱动因素,鲨鱼占据了珊瑚礁边缘密度最高的区域。这些区域的特点是水深复杂,如暗礁沟和尖塔。温度和盐度剖面显示,水深以上(水柱顶部 40 米)的水柱混合良好。分层较强的区域与礁沟和尖塔有关,它们将猎物集中在海底附近,并在局部范围(约 1 千米)挟带生产力。我们发现鲨鱼对深度的利用与水平平均猎物密度的垂直分布之间没有定量关系。鲸鲨多次潜入空间平均猎物密度最高的深度,但并没有延长在这些深度层停留的时间。我们的研究揭示了鲸鲨与浮游动物猎物之间相互作用的复杂性,这种复杂性以前从未被认识到。
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引用次数: 0
Introduction to the Wayne Getz Festschrift. 韦恩-盖茨纪念文集导言。
IF 3.4 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-29 DOI: 10.1186/s40462-023-00441-x
George Wittemyer, Sadie J Ryan
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引用次数: 0
Evaluating density-weighted connectivity of black bears (Ursus americanus) in Glacier National Park with spatial capture-recapture models. 利用空间捕获-再捕获模型评估冰川国家公园黑熊(Ursus americanus)的密度加权连接性。
IF 3.4 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-23 DOI: 10.1186/s40462-023-00445-7
Sarah L Carroll, Greta M Schmidt, John S Waller, Tabitha A Graves

Background: Improved understanding of wildlife population connectivity among protected area networks can support effective planning for the persistence of wildlife populations in the face of land use and climate change. Common approaches to estimating connectivity often rely on small samples of individuals without considering the spatial structure of populations, leading to limited understanding of how individual movement links to demography and population connectivity. Recently developed spatial capture-recapture (SCR) models provide a framework to formally connect inference about individual movement, connectivity, and population density, but few studies have applied this approach to empirical data to support connectivity planning.

Methods: We used mark-recapture data collected from 924 genetic detections of 598 American black bears (Ursus americanus) in 2004 with SCR ecological distance models to simultaneously estimate density, landscape resistance to movement, and population connectivity in Glacier National Park northwest Montana, USA. We estimated density and movement parameters separately for males and females and used model estimates to calculate predicted density-weighted connectivity surfaces.

Results: Model results indicated that landscape structure influences black bear density and space use in Glacier. The mean density estimate was 16.08 bears/100 km2 (95% CI 12.52-20.6) for females and 9.27 bears/100 km2 (95% CI 7.70-11.14) for males. Density increased with forest cover for both sexes. For male black bears, density decreased at higher grizzly bear (Ursus arctos) densities. Drainages, valley bottoms, and riparian vegetation decreased estimates of landscape resistance to movement for male and female bears. For males, forest cover also decreased estimated resistance to movement, but a transportation corridor bisecting the study area strongly increased resistance to movement presenting a barrier to connectivity.

Conclusions: Density-weighed connectivity surfaces highlighted areas important for population connectivity that were distinct from areas with high potential connectivity. For black bears in Glacier and surrounding landscapes, consideration of both vegetation and valley topography could inform the placement of underpasses along the transportation corridor in areas characterized by both high population density and potential connectivity. Our study demonstrates that the SCR ecological distance model can provide biologically realistic, spatially explicit predictions to support movement connectivity planning across large landscapes.

背景:提高对保护区网络之间野生动物种群连通性的认识,有助于在面临土地利用和气候变化的情况下,对野生动物种群的持久性进行有效规划。估算连通性的常见方法往往依赖于个体的小样本,而不考虑种群的空间结构,导致对个体移动如何与人口统计和种群连通性联系的理解有限。最近开发的空间捕获-再捕获(SCR)模型提供了一个框架,可将个体运动、连通性和种群密度的推论正式联系起来,但很少有研究将这种方法应用于经验数据,以支持连通性规划:我们利用 2004 年对 598 头美洲黑熊(Ursus americanus)的 924 次基因检测收集到的标记再捕获数据和 SCR 生态距离模型,同时估算了美国蒙大拿州西北部冰川国家公园的密度、地貌对移动的阻力和种群连通性。我们分别估算了雄性和雌性的密度和移动参数,并使用模型估算值计算了预测的密度加权连接面:结果:模型结果表明,地貌结构影响了冰川黑熊的密度和空间利用。雌性黑熊的平均密度为 16.08 头/100 平方公里(95% CI 12.52-20.6),雄性黑熊的平均密度为 9.27 头/100 平方公里(95% CI 7.70-11.14)。雌雄黑熊的密度都随着森林覆盖率的增加而增加。雄性黑熊的密度在灰熊(Ursus arctos)密度较高时降低。排水沟、谷底和河岸植被降低了雄性和雌性黑熊的地形运动阻力估计值。对于雄性灰熊来说,森林植被也降低了估计的移动阻力,但一条横穿研究区域的交通走廊极大地增加了移动阻力,成为连通性的障碍:密度权衡连通性表面突出了对种群连通性非常重要的区域,这些区域与潜在连通性高的区域截然不同。对于冰川及周边地区的黑熊来说,考虑植被和山谷地形可以为在人口密度高和潜在连通性高的地区沿交通走廊设置地下通道提供参考。我们的研究表明,SCR 生态距离模型可以提供符合生物现实的、空间明确的预测,以支持大型地貌的运动连通性规划。
{"title":"Evaluating density-weighted connectivity of black bears (Ursus americanus) in Glacier National Park with spatial capture-recapture models.","authors":"Sarah L Carroll, Greta M Schmidt, John S Waller, Tabitha A Graves","doi":"10.1186/s40462-023-00445-7","DOIUrl":"10.1186/s40462-023-00445-7","url":null,"abstract":"<p><strong>Background: </strong>Improved understanding of wildlife population connectivity among protected area networks can support effective planning for the persistence of wildlife populations in the face of land use and climate change. Common approaches to estimating connectivity often rely on small samples of individuals without considering the spatial structure of populations, leading to limited understanding of how individual movement links to demography and population connectivity. Recently developed spatial capture-recapture (SCR) models provide a framework to formally connect inference about individual movement, connectivity, and population density, but few studies have applied this approach to empirical data to support connectivity planning.</p><p><strong>Methods: </strong>We used mark-recapture data collected from 924 genetic detections of 598 American black bears (Ursus americanus) in 2004 with SCR ecological distance models to simultaneously estimate density, landscape resistance to movement, and population connectivity in Glacier National Park northwest Montana, USA. We estimated density and movement parameters separately for males and females and used model estimates to calculate predicted density-weighted connectivity surfaces.</p><p><strong>Results: </strong>Model results indicated that landscape structure influences black bear density and space use in Glacier. The mean density estimate was 16.08 bears/100 km<sup>2</sup> (95% CI 12.52-20.6) for females and 9.27 bears/100 km<sup>2</sup> (95% CI 7.70-11.14) for males. Density increased with forest cover for both sexes. For male black bears, density decreased at higher grizzly bear (Ursus arctos) densities. Drainages, valley bottoms, and riparian vegetation decreased estimates of landscape resistance to movement for male and female bears. For males, forest cover also decreased estimated resistance to movement, but a transportation corridor bisecting the study area strongly increased resistance to movement presenting a barrier to connectivity.</p><p><strong>Conclusions: </strong>Density-weighed connectivity surfaces highlighted areas important for population connectivity that were distinct from areas with high potential connectivity. For black bears in Glacier and surrounding landscapes, consideration of both vegetation and valley topography could inform the placement of underpasses along the transportation corridor in areas characterized by both high population density and potential connectivity. Our study demonstrates that the SCR ecological distance model can provide biologically realistic, spatially explicit predictions to support movement connectivity planning across large landscapes.</p>","PeriodicalId":54288,"journal":{"name":"Movement Ecology","volume":"12 1","pages":"8"},"PeriodicalIF":3.4,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11334611/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139542198","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}
引用次数: 0
Advances in biologging can identify nuanced energetic costs and gains in predators 生物测定技术的进步可以确定捕食者微妙的能量成本和收益
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-22 DOI: 10.1186/s40462-024-00448-y
Holly M. English, Luca Börger, Adam Kane, Simone Ciuti
Foraging is a key driver of animal movement patterns, with specific challenges for predators which must search for mobile prey. These patterns are increasingly impacted by global changes, principally in land use and climate. Understanding the degree of flexibility in predator foraging and social strategies is pertinent to wildlife conservation under global change, including potential top-down effects on wider ecosystems. Here we propose key future research directions to better understand foraging strategies and social flexibility in predators. In particular, rapid continued advances in biologging technology are helping to record and understand dynamic behavioural and movement responses of animals to environmental changes, and their energetic consequences. Data collection can be optimised by calibrating behavioural interpretation methods in captive settings and strategic tagging decisions within and between social groups. Importantly, many species’ social systems are increasingly being found to be more flexible than originally described in the literature, which may be more readily detectable through biologging approaches than behavioural observation. Integrating the effects of the physical landscape and biotic interactions will be key to explaining and predicting animal movements and energetic balance in a changing world.
觅食是动物运动模式的主要驱动力,对于必须寻找移动猎物的捕食者来说,觅食是一项特殊的挑战。这些模式正日益受到全球变化的影响,主要是土地利用和气候的变化。了解捕食者觅食和社会策略的灵活程度与全球变化下的野生动物保护息息相关,包括对更广泛生态系统的潜在自上而下的影响。在此,我们提出了未来的主要研究方向,以更好地了解捕食者的觅食策略和社会灵活性。特别是,生物记录技术的持续快速发展有助于记录和了解动物对环境变化的动态行为和运动反应及其能量后果。通过校准圈养环境中的行为解释方法以及社会群体内部和之间的战略性标记决策,可以优化数据收集。重要的是,人们发现许多物种的社会系统比文献中最初描述的更加灵活,这可能比行为观察更容易通过生物记录方法检测到。综合物理景观和生物相互作用的影响将是解释和预测动物在不断变化的世界中的运动和能量平衡的关键。
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引用次数: 0
Evaluating movement-based methods for estimating the frequency and timing of parturition in mule deer. 评估基于运动的方法,以估计骡鹿的产仔频率和时间。
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-19 DOI: 10.1186/s40462-024-00450-4
Tabitha A Hughes, Randy T Larsen, Kent R Hersey, Madelon van de Kerk, Brock R McMillan

Background: Information on reproduction of harvested species such as mule deer (Odocoileus hemionus) is vital for conservation and management. Furthermore, parturition in ungulates may be detected using patterns of movement logged by GPS transmitters. Several movement-based methods have been developed to detect parturition in ungulates including the Peterson method, behavioral change point analysis (BCPA), rolling minimum convex polygons (rMCP), individual-based method (IBM), and population-based method (PBM). Our objectives were to (1) test the accuracy and the precision of each previously described method and (2) develop an improved method optimized for mule deer that incorporated aspects of the other methods.

Methods: We determined parturition timing and status for female mule deer fitted with GPS collars and implanted with vaginal implant transmitters (VITs). We used movement patterns before and after parturition to set movement thresholds for each movement-based method. Following model training, we used location and birth date data from an external dataset to test the effectiveness of each movement-based method. Additionally, we developed a novel method for detecting parturition called the analysis of parturition indicators (API). We used two regression analyses to determine the accuracy and precision of estimates generated by each method.

Results: The six methods we employed varied in accuracy, with the API, rMCP, and BCPA being most accurate. Precision also varied among methods, with the API, rMCP, and PBM generating the most precise estimates of parturition dates. The API and the rMCP performed similarly and better overall than any of the other existing methods.

Conclusions: We found that movement-based methods could be used to accurately and precisely detect parturition in mule deer. Further, we determined that the API and rMCP methods had the greatest overall success at detecting parturition in mule deer. The relative success of the API and rMCP may be attributed to the fact that both methods use home range size to detect parturition and are validated using known parturition dates of collared deer. We present the API as an efficient method of estimating birth status and timing of parturition of mule deer fitted with GPS transmitters, as well as affirm the effectiveness of a previously developed method, rMCP.

背景:骡鹿(Odocoileus hemionus)等收获物种的繁殖信息对保护和管理至关重要。此外,有蹄类动物的产仔可通过 GPS 发射器记录的运动模式进行检测。目前已开发出几种基于运动的方法来检测有蹄类动物的产仔情况,包括彼得森方法、行为变化点分析(BCPA)、滚动最小凸多边形(rMCP)、基于个体的方法(IBM)和基于种群的方法(PBM)。我们的目标是:(1) 测试之前描述的每种方法的准确性和精确度;(2) 开发一种改进的方法,该方法针对骡鹿进行了优化,并融合了其他方法的各个方面:我们测定了装有 GPS 项圈并植入阴道植入发射器 (VIT) 的雌性骡鹿的产仔时间和状态。我们使用产仔前后的运动模式为每种基于运动的方法设定运动阈值。模型训练完成后,我们使用外部数据集中的位置和出生日期数据来测试每种基于运动的方法的有效性。此外,我们还开发了一种新型的产仔检测方法,称为产仔指标分析(API)。我们使用了两种回归分析来确定每种方法产生的估计值的准确性和精确性:结果:我们采用的六种方法在准确性上各不相同,其中 API、rMCP 和 BCPA 的准确性最高。精确度也因方法而异,API、rMCP 和 PBM 对分娩日期的估计最为精确。API 和 rMCP 的表现类似,总体上优于其他任何现有方法:我们发现,基于运动的方法可用于准确和精确地检测骡鹿的产仔情况。此外,我们还发现,API 和 rMCP 方法在检测骡鹿产仔方面的总体成功率最高。API和rMCP之所以相对成功,可能是因为这两种方法都是利用骡鹿的家园范围大小来检测产仔情况,并利用已知的骡鹿产仔日期进行验证。我们将API作为一种有效的方法,用于估计装有GPS发射器的骡鹿的出生状况和产仔时间,并肯定了之前开发的rMCP方法的有效性。
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引用次数: 0
Movement ecology of an endangered mesopredator in a mining landscape 矿区中一种濒危中型食肉动物的运动生态学
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-17 DOI: 10.1186/s40462-023-00439-5
M. A. Cowan, J. A. Dunlop, L. A. Gibson, H. A. Moore, S. A. Setterfield, D. G. Nimmo
Efficient movement and energy expenditure are vital for animal survival. Human disturbance can alter animal movement due to changes in resource availability and threats. Some animals can exploit anthropogenic disturbances for more efficient movement, while others face restricted or inefficient movement due to fragmentation of high-resource habitats, and risks associated with disturbed habitats. Mining, a major anthropogenic disturbance, removes natural habitats, introduces new landscape features, and alters resource distribution in the landscape. This study investigates the effect of mining on the movement of an endangered mesopredator, the northern quoll (Dasyurus hallucatus). Using GPS collars and accelerometers, we investigate their habitat selection and energy expenditure in an active mining landscape, to determine the effects of this disturbance on northern quolls. We fit northern quolls with GPS collars and accelerometers during breeding and non-breeding season at an active mine site in the Pilbara region of Western Australia. We investigated broad-scale movement by calculating the movement ranges of quolls using utilisation distributions at the 95% isopleth, and compared habitat types and environmental characteristics within observed movement ranges to the available landscape. We investigated fine-scale movement by quolls with integrated step selection functions, assessing the relative selection strength for each habitat covariate. Finally, we used piecewise structural equation modelling to analyse the influence of each habitat covariate on northern quoll energy expenditure. At the broad scale, northern quolls predominantly used rugged, rocky habitats, and used mining habitats in proportion to their availability. However, at the fine scale, habitat use varied between breeding and non-breeding seasons. During the breeding season, quolls notably avoided mining habitats, whereas in the non-breeding season, they frequented mining habitats equally to rocky and riparian habitats, albeit at a higher energetic cost. Mining impacts northern quolls by fragmenting favoured rocky habitats, increasing energy expenditure, and potentially impacting breeding dispersal. While mining habitats might offer limited resource opportunities in the non-breeding season, conservation efforts during active mining, including the creation of movement corridors and progressive habitat restoration would likely be useful. However, prioritising the preservation of natural rocky and riparian habitats in mining landscapes is vital for northern quoll conservation.
高效的运动和能量消耗对动物的生存至关重要。由于资源可用性和威胁的变化,人类干扰会改变动物的行动。一些动物可以利用人为干扰提高移动效率,而另一些动物则由于高资源栖息地的破碎化以及与受干扰栖息地相关的风险而面临移动受限或移动效率低下的问题。采矿是一种主要的人为干扰,它清除了自然栖息地,引入了新的景观特征,并改变了景观中的资源分布。本研究调查了采矿对一种濒危中型食肉动物--北豚鼠(Dasyurus hallucatus)--活动的影响。我们使用 GPS 项圈和加速度计调查了它们在活跃采矿景观中的栖息地选择和能量消耗情况,以确定这种干扰对北冠羚的影响。我们在西澳大利亚皮尔巴拉地区一个活跃矿区的繁殖期和非繁殖期为北狐安装了全球定位系统项圈和加速度计。我们利用 95% 等距的利用率分布计算了北冠鹦鹉的活动范围,从而对大尺度活动进行了调查,并将观察到的活动范围内的栖息地类型和环境特征与现有景观进行了比较。我们利用综合阶跃选择功能调查了石鸮的精细移动范围,评估了每个栖息地协变量的相对选择强度。最后,我们使用片断结构方程模型分析了各栖息地协变量对北狐能量消耗的影响。在大尺度上,北冠鼠主要利用崎岖的岩石栖息地,并根据其可用性的比例利用采矿栖息地。然而,在精细尺度上,栖息地的使用在繁殖季节和非繁殖季节有所不同。在繁殖季节,北部疣鼻鸊鷉明显避开采矿栖息地,而在非繁殖季节,北部疣鼻鸊鷉经常光顾采矿栖息地,与光顾岩石栖息地和河岸栖息地的频率相当,尽管需要付出更高的能量代价。采矿对北石鸡的影响是使其喜爱的岩石栖息地支离破碎,增加能量消耗,并可能影响其繁殖扩散。虽然采矿栖息地在非繁殖季节提供的资源机会可能有限,但在采矿活动期间开展保护工作,包括建立活动走廊和逐步恢复栖息地,可能会有所帮助。然而,优先保护采矿地貌中的天然岩石和河岸栖息地对保护北冠羚至关重要。
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引用次数: 0
Prospecting during egg laying informs incubation recess movements of eastern wild turkeys. 东部野生火鸡产蛋期间的探路活动为孵化休眠期的活动提供了信息。
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-17 DOI: 10.1186/s40462-024-00451-3
Nicholas W Bakner, Erin E Ulrey, Bret A Collier, Michael J Chamberlain

Background: Central place foragers must acquire resources and return to a central location after foraging bouts. During the egg laying (hereafter laying) period, females are constrained to a nest location, thus they must familiarize themselves with resources available within their incubation ranges after nest site selection. Use of prospecting behaviors by individuals to obtain knowledge and identify profitable (e.g., resource rich) locations on the landscape can impact demographic outcomes. As such, prospecting has been used to evaluate nest site quality both before and during the reproductive period for a variety of species.

Methods: Using GPS data collected from female eastern wild turkeys (Meleagris gallopavo silvestris) across the southeastern United States, we evaluated if prospecting behaviors were occurring during laying and what landcover factors influenced prospecting. Specifically, we quantified areas prospected during the laying period using a cluster analysis and the return frequency (e.g., recess movements) to clustered laying patches (150-m diameter buffer around a clustered laying period location) during the incubation period.

Results: The average proportion of recess movements to prospected locations was 56.9%. Nest fate was positively influenced (μ of posterior distribution with 95% credible 0.19, 0.06-0.37, probability of direction = 99.8%) by the number of patches (90-m diameter buffer around a clustered laying period location) a female visited during incubation recesses. Females selected for areas closer to the nest site, secondary roads, hardwood forest, mixed pine-hardwood forest, water, and shrub/scrub, whereas they avoided pine forest and open-treeless areas.

Conclusions: Our findings suggest that having a diverse suite of clustered laying patches to support incubation recesses is impactful to nest fate. As such, local conditions within prospected locations during incubation may be key to successful reproductive output by wild turkeys. We suggest that prospecting could be important to other phenological periods. Furthermore, future research should evaluate how prospecting for brood-rearing locations may occur before or during the incubation period.

背景:中心位置觅食者必须获取资源,并在觅食后返回中心位置。在产卵(以下简称产卵)期间,雌性个体被限制在一个巢穴位置,因此它们必须在巢穴选址后熟悉其孵化范围内的可用资源。个体利用探路行为获取知识并确定景观中有利可图(如资源丰富)的地点,会影响繁殖结果。因此,勘探已被用于评估各种物种繁殖期之前和期间的巢址质量:利用在美国东南部收集到的雌性东部野生火鸡(Meleagris gallopavo silvestris)的 GPS 数据,我们评估了火鸡在产蛋期间是否有探路行为,以及哪些土地覆盖因素会影响探路行为。具体而言,我们使用聚类分析方法量化了产蛋期的勘探区域,并量化了孵化期野鸡返回集中产蛋区(集中产蛋区周围直径为 150 米的缓冲区)的频率(如休眠运动):结果表明:雌鸟平均有56.9%的时间是在产卵期内返回产卵地点的。雌鸟在孵化休眠期到访的斑块数量(集中产卵期地点周围90米直径缓冲区)对巢的命运有积极影响(后验分布μ,95%可信度为0.19,0.06-0.37,方向概率=99.8%)。雌鸟选择了离巢穴较近的区域、次要道路、硬木林、松阔混交林、水域和灌木/灌丛,而避开了松林和无林地区域:我们的研究结果表明,拥有多样化的集群产卵斑块以支持孵化休眠对巢穴的命运有影响。因此,孵化期间勘探地点的当地条件可能是野生火鸡成功繁殖的关键。我们认为,勘探对其他物候期也很重要。此外,未来的研究应该评估如何在孵化期之前或期间寻找育雏地点。
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引用次数: 0
Weather-dependent changes in habitat use by Alpine chamois. 阿尔卑斯羚羊栖息地利用随天气变化的变化。
IF 4.1 1区 生物学 Q2 ECOLOGY Pub Date : 2024-01-16 DOI: 10.1186/s40462-024-00449-x
Pia Anderwald, Sven Buchmann, Thomas Rempfler, Flurin Filli

Background: Alterations in weather patterns due to climate change are accelerated in alpine environments, but mountains also provide a wide range of niches and potential refuge areas. In order to identify future critical habitat for mountain ungulates for effective protection, it is important to understand their spatial responses to changing weather conditions without movement constraints by human disturbance.

Methods: Using integrated step selection functions, we investigated fine-scale changes in seasonal habitat use in response to weather and time of day for 55 GPS-collared adult Alpine chamois in summer and 42 individuals in winter in a strictly protected area.

Results: Chamois reacted to increasing precipitation and wind speeds primarily by moving to lower elevations in summer and winter. However, reactions to high summer temperatures predominantly involved preferences for increasing tree cover density and northerly slopes. Snow depth had little effect on habitat choice, and southerly slopes were preferred in winter regardless of temperature. At night, chamois moved to steeper slopes and lower elevations than during daytime in both seasons, and to more open areas in summer. Steeper slopes were also preferred with increasing tree cover density.

Conclusions: Chamois employ adaptive fine-scale adjustments in their habitat choice consistent with respect to efficient thermoregulation and protection from both weather extremes and predation risk in summer and winter. Movement responses to climate change are therefore expected to be far more complex than simple altitudinal changes in distribution. Particularly the role of forest cover must not be underestimated, as it appears to provide important thermal refuge habitat from high summer temperatures.

背景:气候变化导致的天气模式变化在高山环境中加速,但高山也提供了广泛的栖息地和潜在的避难区。为了确定山区有蹄类动物未来的关键栖息地以进行有效保护,必须了解它们在不受人类干扰的情况下对不断变化的天气条件的空间反应:方法:我们使用综合阶跃选择函数,研究了在一个严格保护区内,55 只戴有 GPS 颈圈的成年高山羚羊在夏季和 42 只在冬季的季节性栖息地使用随天气和时间变化而发生的细微变化:羚羊对降水量和风速增加的反应主要是在夏季和冬季向低海拔地区迁移。然而,对夏季高温的反应主要是喜欢增加树木覆盖密度和北坡。积雪深度对栖息地的选择几乎没有影响,冬季无论温度如何,羚羊都喜欢南坡。与白天相比,羚羊在两个季节都会在夜间向更陡的斜坡和更低的海拔迁移,夏季则向更开阔的地区迁移。随着树木覆盖密度的增加,陡坡也成为羚羊的首选:羚羊在选择栖息地时会进行适应性的细微调整,以实现有效的体温调节,并在夏季和冬季保护自己免受极端天气和捕食风险的影响。因此,预计羚羊对气候变化的运动反应要比简单的分布海拔变化复杂得多。尤其不能低估森林植被的作用,因为森林植被似乎为它们提供了重要的热庇护栖息地,使其免受夏季高温的影响。
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Movement Ecology
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