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Preservation biases in the fossil record distort species ecological niche and distribution models 化石记录中的保存偏差扭曲了物种生态位和分布模型
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-12 DOI: 10.1002/ecog.08085
André M. Bellvé, Val J. P. Syverson, Jessica L. Blois, Marta A. Jarzyna
Ecological niche models (ENMs) increasingly leverage the fossil record to understand species' environmental associations and predict their geographic distributions. However, fossils do not occur uniformly through time and space, which can compromise the robustness of ENMs and thus affect ecological conclusions. Here, we assessed how preservation biases in the fossil record impact our ability to reconstruct ecological niches and distributions of North American small mammals during the late Quaternary. First, using small mammal fossil occurrences and associated depositional environment data, we quantified preservation potential (the likelihood that a given environment supports fossil preservation) and the preservation niche (environmental correlates of preservation) for three late Quaternary time periods (the Last Glacial Maximum, the deglacial period, and the Holocene). Second, we imposed the calculated preservation potential on simulated distributions of six virtual species to evaluate its impact on reconstructing species niches and geographic distributions through time. We found that preservation potential was highest in the Holocene and lowest during the deglacial period, with the differences driven by variations in climate and the prevalence of Holocene archaeological sites. In all intervals, warm, wet, and highly seasonal environments exhibited low preservation potential. These spatial and temporal differences in preservation potential significantly influenced niche reconstructions and geographic predictions, particularly impeding model quality when species niches extended beyond the preservation niche. We warn that such distortions can lead to erroneous ecological inferences, including inaccurate predictions of species responses to environmental changes and mischaracterizations of community assembly processes. We propose that our approach to modelling preservation potential can be applied across different regions, time periods, and taxonomic groups to help correct distortions caused by sampling biases through weighted background point selection that reflects these processes. Ultimately, this framework enhances the ability to disentangle true ecological patterns from preservation artifacts, improving the reliability of fossil-based ecological and evolutionary inferences.
生态位模型(ENMs)越来越多地利用化石记录来了解物种的环境关联并预测它们的地理分布。然而,化石并不是在时间和空间上均匀出现的,这可能会损害enm的稳健性,从而影响生态学结论。在这里,我们评估了化石记录中的保存偏差如何影响我们重建晚第四纪北美小型哺乳动物的生态位和分布的能力。首先,利用小型哺乳动物化石分布和相关的沉积环境数据,我们量化了三个晚第四纪时期(末次盛冰期、去冰期和全新世)的保存潜力(特定环境支持化石保存的可能性)和保存生态位(保存的环境相关因素)。其次,将计算得到的保护潜力应用于6种虚拟物种的模拟分布,评估其对物种生态位和地理分布的重构效果。研究发现,在全新世保存潜力最高,而在去冰期保存潜力最低,其差异是由气候变化和全新世考古遗址的流行所驱动的。在所有区间,温暖、潮湿和高度季节性的环境表现出较低的保存潜力。这些保护潜力的时空差异显著影响生态位重建和地理预测,特别是当物种生态位扩展到保护生态位之外时,影响模型质量。我们警告说,这种扭曲可能导致错误的生态推断,包括对物种对环境变化的反应的不准确预测和对群落组装过程的错误描述。我们提出,我们对保存潜力的建模方法可以应用于不同的地区、时间段和分类群体,通过反映这些过程的加权背景点选择来帮助纠正由抽样偏差引起的扭曲。最终,该框架增强了从保存文物中分离真实生态模式的能力,提高了基于化石的生态和进化推断的可靠性。
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引用次数: 0
Moss diatoms show regional structuring, high potential endemism, and an inverse latitudinal diversity gradient in the Arctic 苔藓硅藻在北极表现出区域性结构、高潜在地方性和逆纬度多样性梯度
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-11 DOI: 10.1002/ecog.08362
Charlotte Goeyers, Elie Verleyen, Bart Van de Vijver, Tyler J. Kohler, Petra Klímová, S. Robbert Gradstein, Koen Sabbe
Microorganisms perform essential functions in Arctic terrestrial ecosystems. Yet, their ecology and biogeography are poorly understood, despite being necessary to predict microbial responses to future climate change. Here, we provide the first large-scale floristic and biogeographic study of the moss diatom flora in the tundra regions of the North Atlantic sector of the Arctic. Diatom communities in 284 terrestrial moss samples from herbarium and recent collections (1962–2023) were analysed by light and scanning electron microscopy. Moss diatoms show clear regionalisation across the Arctic, with strong compositional differences between the three biogeographic regions (High Arctic, Low Arctic and Subarctic), reflecting contemporary microclimatic conditions and historical processes. We identified an inverse latitudinal diversity gradient with species richness increasing towards the High Arctic, likely driven by a temperature–moisture gradient. Nearly half of all taxa in our study are currently only observed in and known from the Arctic, and 44% were confined to a single biogeographic region, indicating a high degree of potential endemism. Our results serve as a foundation for future studies on polar diatoms and highlight their potential use as bioindicators for reconstructing and monitoring past, present, and future climate change.
微生物在北极陆地生态系统中发挥着重要作用。然而,人们对它们的生态学和生物地理学知之甚少,尽管它们对预测微生物对未来气候变化的反应是必要的。在这里,我们提供了北极北大西洋冻土带地区苔藓硅藻区系的第一个大规模植物区系和生物地理研究。利用光镜和扫描电镜对植物标本馆和近期采集的284份陆生苔藓样品中的硅藻群落进行了分析。苔藓硅藻在整个北极具有明显的区区性,在三个生物地理区域(高北极、低北极和亚北极)之间具有强烈的成分差异,反映了当代的小气候条件和历史过程。我们发现了一个逆纬度多样性梯度,物种丰富度向高北极增加,可能是由温度-湿度梯度驱动的。在我们的研究中,近一半的分类群目前只在北极观察到或从北极了解到,44%的分类群局限于单一的生物地理区域,表明具有高度的潜在地方性。我们的研究结果为极地硅藻的未来研究奠定了基础,并强调了它们作为重建和监测过去、现在和未来气候变化的生物指标的潜在用途。
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引用次数: 0
Depth‐structured sponge assemblages offer limited evidence for mesophotic refuge potential under the deep reef refuge hypothesis 深度结构海绵组合为深礁庇护假说下的介孔生物庇护潜力提供了有限的证据
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-08 DOI: 10.1002/ecog.08250
Manon Broadribb, Alice Rogers, James J. Bell
Temperate mesophotic ecosystems (TMEs) have the potential to act as climate refugia for shallower benthic species impacted by environmental change. However, the extent to which mesophotic ecosystems might provide an ecological refuge, particularly for key functional groups like sponges, remains poorly known in temperate systems. Our study investigates sponge assemblage structure across a depth gradient at the Poor Knights Islands Marine Reserve, New Zealand, to assess the potential for mesophotic depths to act as ecological refuges for species inhabiting shallow water in the scenarios where mesophotic depths avoid shallower disturbances. Using ROV and SCUBA‐based image surveys across three sites, sponge abundance data were collected from depths spanning 5 to 65 m. Assemblage composition, species richness, and depth‐dependent abundance patterns were analysed using nMDS, PERMANOVA, and linear regression. Results revealed high beta diversity across depths, with sponge assemblages strongly structured by depth. The majority of sponge operational taxonomic units (OTUs) were restricted to either shallow (< 30 m) or mesophotic (> 30 m) zones, with between 26.4 and 32.7% of OTUs shared between both, and a total of 18 sponge OTUs found in multiple depths in each zone across all three sites. Depth related abundance patterns tended to be species specific, meaning the potential for any refuge effect will likely also vary between species depending on their local abundance. Our findings highlight the vertical structuring of sponge assemblages and suggest that, while TMEs may offer some refuge potential to specific species in scenarios where mesophotic habitats avoid disturbances experienced by shallow species, the benefits won't apply to entire sponge assemblages.
温带中栖生态系统(TMEs)有可能成为受环境变化影响的浅层底栖物种的气候避难所。然而,在温带系统中,中叶藻生态系统可能提供生态避难所的程度,特别是对海绵等关键功能群的程度,仍然知之甚少。我们的研究调查了新西兰穷骑士群岛海洋保护区的海绵组合结构,以评估在中孔深度避免浅水干扰的情况下,中孔深度作为栖息在浅水物种的生态避难所的潜力。利用ROV和基于水肺的图像调查,在三个地点收集了5至65米深度的海绵丰度数据。利用nMDS、PERMANOVA和线性回归分析了组合组成、物种丰富度和深度相关的丰度模式。结果显示,不同深度的海绵组合具有较高的β多样性,其结构与深度密切相关。大多数海绵操作分类单元(otu)局限于浅层(30米)或中厚层(30米),两者共有26.4%至32.7%的otu,并且在所有三个站点的每个区域的多个深度共发现18个海绵otu。与深度相关的丰度模式往往是物种特有的,这意味着任何避难所效应的潜力也可能因物种的本地丰度而异。我们的研究结果强调了海绵群落的垂直结构,并表明,虽然在中厚生境避免浅层物种所经历的干扰的情况下,TMEs可能为特定物种提供一些庇护潜力,但这种好处并不适用于整个海绵群落。
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引用次数: 0
Species distribution modeling with expert elicitation and Bayesian calibration 基于专家启发和贝叶斯校正的物种分布建模
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-06 DOI: 10.1002/ecog.08173
Karel Kaurila, Sanna Kuningas, Antti Lappalainen, Jarno Vanhatalo
Species distribution models (SDM) are key tools in ecology, conservation, and natural resources management. They are traditionally trained with data on direct species observations. However, if collecting species data is difficult or expensive, complementary information sources on species distributions are needed. Expert knowledge has been demonstrated to improve SDM predictions in a number of such applications but there is still no consensus on methods to integrate information from several experts into a single coherent species distribution prediction. Moreover, since expert assessments are inherently subjective and prone to biases, expert‐driven SDMs should calibrate their assessments. We propose a method to tackle these challenges by extending the hierarchical Bayesian integrated species distribution modeling framework to expert informed species distribution modeling. We treated map‐like expert assessments as data and integrated them with calibration data on species recordings. Our integrated SDM has model components to estimate experts' reliability and to adjust for potential biases in their assessments. After integrated inference, we used the model to make predictions over a study area. We tested our approach with an extensive simulation study and a real world case study comprising ten expert assessments and survey data on pikeperch larvae from a coastal area of the Gulf of Finland. Expert assessments significantly improved species distribution predictions compared to predictions conditioned on survey data only. They also improved parameter inference, thus strengthening the ecological interpretation of the results. The skill of the experts, and biases in their assessments, varied considerably in the case study though, emphasizing the importance of formal expert calibration provided by our model. Our results show that expert elicitation can be an efficient tool for improving species distribution model predictions. Our approach is especially useful for applications where any type of species data are expensive to collect but local species experts can easily be reached.
物种分布模型(SDM)是生态学、自然资源保护和自然资源管理的重要工具。他们传统上是用直接的物种观察数据来训练的。然而,如果收集物种数据困难或昂贵,则需要关于物种分布的补充信息源。专家知识已被证明可以在许多此类应用中改善SDM预测,但对于如何将多位专家的信息整合到单一连贯的物种分布预测中,仍然没有达成共识。此外,由于专家评估本质上是主观的,容易产生偏见,专家驱动的sdm应该校准他们的评估。我们提出了一种解决这些问题的方法,将层次贝叶斯集成物种分布建模框架扩展到专家知情物种分布建模。我们将类似地图的专家评估作为数据,并将其与物种记录的校准数据相结合。我们的集成SDM有模型组件来估计专家的可靠性,并调整他们评估中的潜在偏差。经过综合推理,我们使用该模型对研究区域进行预测。我们通过广泛的模拟研究和现实世界的案例研究来测试我们的方法,其中包括十位专家评估和芬兰湾沿海地区棘鲈幼虫的调查数据。与仅根据调查数据进行预测相比,专家评估显著改善了物种分布预测。他们还改进了参数推理,从而加强了对结果的生态解释。专家的技能和他们评估中的偏见在案例研究中有很大的不同,强调了我们的模型提供的正式专家校准的重要性。我们的研究结果表明,专家启发是改进物种分布模型预测的有效工具。我们的方法对于收集任何类型的物种数据都很昂贵,但可以很容易地联系到当地物种专家的应用程序特别有用。
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引用次数: 0
Demography and dispersal influence the relationship between habitat suitability and population density 生境适宜性与种群密度之间的关系受人口分布和扩散的影响
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-02 DOI: 10.1002/ecog.08299
Cleber Ten Caten, Tad Dallas
A central goal of ecology is to understand spatial patterns of species densities. Habitat suitability estimates from species distribution models (SDMs) could be used to represent species density and overcome the scarcity of density data. However, there is mixed evidence that habitat suitability is a reliable descriptor of density, and it is suggested that local dynamics affect the relationship between habitat suitability and density. We simulated population dynamics for 200 virtual species considering different combinations of factors (demographic stochasticity, dispersal, and intraspecific competition) that affect population sizes and SDMs were trained using different sets of environmental predictors to evaluate when habitat suitability reflects densities. We also examined the generalities of these relationships in nature considering 200 North American bird species sampled by the Breeding Bird Survey. We found that even when population growth rate and demographic stochasticity were the only factors driving population dynamics and SDMs are trained with the two environmental factors that controlled population density, habitat suitability was not consistently related to virtual species densities. Incorporating dispersal dynamics and spatial differences in intraspecific competition had negative effects on the relationship between habitat suitability and density, showing that these factors influence these relationships. Similarly, habitat suitability could not explain the density of North American birds. Together, our results suggest that the use of habitat suitability estimates from SDMs to understand population densities should be avoided as habitat suitability does not relate to density under many scenarios.
生态学的一个中心目标是了解物种密度的空间格局。基于物种分布模型(SDMs)的生境适宜性估计可以用来表示物种密度,克服密度数据的稀缺性。然而,生境适宜性是密度的可靠描述符,并且表明局部动态影响生境适宜性与密度之间的关系。我们模拟了200个虚拟物种的种群动态,考虑了影响种群大小的不同因素组合(人口统计学随机性、分散性和种内竞争),并使用不同的环境预测因子集来训练sdm,以评估生境适宜性是否反映密度。我们还研究了这些关系在自然界的普遍性,考虑到200种北美鸟类的样本,由繁殖鸟类调查。研究发现,即使仅以种群增长率和人口统计学随机性作为种群动态的驱动因子,并以这两个控制种群密度的环境因子训练sdm,生境适宜性与虚拟物种密度的关系也不一致。分散动态和种内竞争的空间差异对生境适宜性与密度之间的关系产生负向影响,表明这些因素影响了生境适宜性与密度之间的关系。同样,栖息地适宜性也不能解释北美鸟类的密度。综上所述,我们的研究结果表明,在许多情况下,栖息地适宜性与密度无关,因此应避免使用sdm的生境适宜性估计来了解人口密度。
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引用次数: 0
Predicting oxygen thresholds of marine taxa to improve ecological forecasts 预测海洋分类群的氧阈值以提高生态预报
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-02 DOI: 10.1002/ecog.08374
Timothy E. Essington, James T. Thorson, Curtis Deutsch
Species' ranges are shifting in response to increasing temperature and decreasing oxygen in coastal oceans. Predicting these shifts is limited by information on physiological oxygen thresholds and how they depend on temperature. Here we collate laboratory-derived measurements of a common oxygen threshold, pcrit, for 148 animal species that span six phyla, and fit a hierarchical model based on taxonomy to impute threshold values for all based on taxonomy, body size, and environmental temperature. As expected, pcrit increased with increasing temperature and body size, and these temperature- and body size effects were broadly similar among species. Generally, variation in pcrit measurements was estimated to be most pronounced at the taxonomic family and species level, although the partitioning of variance was relatively imprecise. We demonstrate application of these estimates for species distribution modeling of six groundfish species that reside in the coastal waters of the US and Canadian Pacific coast, finding that models that used imputed values sometimes – but not always – improved the performance of species distribution models compared to models that use environmental pO2 alone. This modeling framework and data can support species distribution modeling for marine species by providing an alternative way to consider the role of shifting oxygen levels and temperatures on species ranges.
随着沿海海洋温度的升高和氧气的减少,物种的活动范围正在发生变化。预测这些变化受到生理氧气阈值信息以及它们如何依赖于温度的限制。在这里,我们整理了跨越6门的148种动物的常见氧阈值pcrit的实验室衍生测量值,并拟合了基于分类学的分层模型,以基于分类学,体型和环境温度来计算所有阈值。正如预期的那样,pcrit随着温度和体型的增加而增加,并且这些温度和体型的影响在物种之间大致相似。一般来说,在分类学的科和种水平上,pcrit测量值的差异估计最为明显,尽管差异的划分相对不精确。我们将这些估计应用于生活在美国和加拿大太平洋沿岸的六种底栖鱼类的物种分布模型,发现与仅使用环境pO2的模型相比,使用估算值的模型有时(但并非总是)改善了物种分布模型的性能。这种建模框架和数据可以通过提供另一种方法来考虑氧气水平和温度变化对物种范围的作用,从而支持海洋物种的物种分布建模。
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引用次数: 0
Precipitation and tree biomass correlate with the diversity and functional composition of tropical rainforest cricket assemblages across climate and disturbance gradients 降水量和树木生物量与热带雨林蟋蟀群落的多样性和功能组成有关
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-02 DOI: 10.1002/ecog.08451
Charlotte E. Raven, Andy G. Howe, David C. F. Rentz, Emma J. Mackintosh, Andrew R. Marshall, Helen F. Nahrung
Disturbance-driven changes in rainforest structure and environmental conditions can alter ecosystem functioning, yet the consequences for invertebrate communities – key contributors to decomposition, herbivory, and trophic interactions – are not fully understood, particularly in relation to structural changes in vegetation. We examined how climate, vegetation structure, and associated environmental gradients influence cricket communities (Orthoptera: Ensifera) in disturbed tropical rainforests of North Queensland, Australia. Using richness, abundance-weighted diversity, community ordination, and trait-based analyses, we assessed taxonomic and functional responses to variation in forest structure and climate. We used crickets as a model taxon due to their high local endemism, sensitivity to microhabitat conditions, and value as indicators of environmental change in tropical ecosystems. Species richness increased with precipitation and aboveground biomass, the latter reflecting differences in disturbance and forest recovery, and both explained the greatest variation in community composition. Trait–environment associations showed that flightlessness increased with elevation, tree density, and latitude. Acoustic species were associated with higher aboveground biomass, while smaller, non-acoustic species declined with biomass and elevation. These results show that climate and disturbance-driven changes in vegetation structure can influence invertebrate communities, producing functionally distinct assemblages with altered dispersal and acoustic signalling, and highlight the value of trait-based approaches for understanding biodiversity responses to environmental change.
干扰驱动的雨林结构和环境条件变化可以改变生态系统功能,但对无脊椎动物群落(分解、草食和营养相互作用的关键贡献者)的影响尚未完全了解,特别是与植被结构变化有关。我们研究了气候、植被结构和相关的环境梯度如何影响澳大利亚北昆士兰受干扰的热带雨林中的蟋蟀群落(直翅目:小翅目)。利用丰富度、丰度加权多样性、群落协调和基于性状的分析,我们评估了森林结构和气候变化对植物分类学和功能的响应。我们选择蟋蟀作为模型分类单元,因为它们具有高度的地方性,对微生境条件的敏感性,以及作为热带生态系统环境变化指标的价值。物种丰富度随降水和地上生物量的增加而增加,后者反映了干扰和森林恢复的差异,两者都解释了群落组成的最大变化。性状-环境关联表明,无飞行能力随海拔、树木密度和纬度的增加而增加。有声物种与较高的地上生物量相关,而较小的非声物种则随生物量和海拔而下降。这些结果表明,气候和干扰驱动的植被结构变化可以影响无脊椎动物群落,产生具有不同功能的组合,改变了扩散和声信号,并突出了基于性状的方法在理解生物多样性对环境变化的响应方面的价值。
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引用次数: 0
Alpine ungulates adjust diel activity to the natural return of wolves amid anthropogenic pressures 高山有蹄类动物在人为压力下根据狼的自然回归来调整死亡活动
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-02 DOI: 10.1002/ecog.07988
Charlotte Vanderlocht, Valerio Donini, Andrea Corradini, Simone Dal Farra, Benjamin Robira, Andrea Gazzola, Giorgia Galeotti, Laura Limonciello, Noemi Squillaci, Maël Van Dam, Giada Zeni, Marta Gandolfi, Elisa Iacona, Lucrezia Lorenzetti, Matteo Nava, Federico Ossi, Heidi C. Hauffe, Francesco Ferretti, Luca Corlatti, Luca Pedrotti, Francesca Cagnacci
As wolves recolonise their historical range across Europe, ungulates face predation once more – but in landscapes profoundly altered by human activity. This shift raises crucial questions about their capacity to express adaptive antipredator behaviours. Using a quasi-experimental camera-trap design, we examined diel activity responses of ungulates along the ongoing wolf recolonisation in the south-eastern Alps. Red deer showed higher summer diurnality in sites with a longer history of wolf presence (7% increase over five years, on average) and progressively reduced nocturnality within sites as local wolf establishment advanced (5% decrease per year, on average), also heightening activity overlap with humans. This ‘diel shield effect' disappeared when human hunting occurred. Roe deer and Alpine chamois did not exhibit significant diel activity shifts in relation to wolves, though both species responded to human disturbance, with roe deer adjusting activity to hunting (18% less diurnal, on average) and chamois reducing diurnality in areas of intense outdoor use (up to 38% difference in diurnality between undisturbed and highly disturbed areas). Red deer, too, were less diurnal (up to 27% difference) and more nocturnal (up to 37% difference) in such highly disturbed areas, as well as near human settlements (up to 42% difference in diurnality between remote areas and villages). Our findings show that wolf recovery can induce detectable diel activity shifts in large herbivores over relatively short timescales, yet responses depend on species biology and behavioural plasticity. Importantly, human risk and disturbance can offset or override these behavioural adjustments, potentially altering the ecosystemic effects of returning large carnivores.
随着狼在欧洲重新开拓其历史上的活动范围,有蹄类动物再次面临捕食——但在人类活动深刻改变的景观中。这种转变引发了关于它们表达适应性反捕食者行为能力的关键问题。采用准实验相机陷阱设计,我们研究了阿尔卑斯东南部正在进行的狼重新定居过程中有蹄类动物的昼夜活动反应。在狼存在历史较长的地点,马鹿表现出较高的夏季昼行性(5年平均增加7%),随着当地狼群的增加,夜间活动逐渐减少(平均每年减少5%),也增加了与人类活动的重叠。当人类狩猎发生时,这种“死亡盾牌效应”消失了。与狼相比,狍和高山岩羚羊的日活动变化并不明显,尽管这两个物种都对人类的干扰做出了反应,狍会调整活动以适应狩猎(平均减少18%的日活动),而岩羚羊会减少户外活动密集地区的日活动(未受干扰地区和高度受干扰地区的日活动差异高达38%)。在这些高度受干扰的地区以及人类住区附近(偏远地区和村庄之间的昼夜性差异高达42%),马鹿的昼夜活动也较少(差异高达27%),而夜间活动较多(差异高达37%)。我们的研究结果表明,狼的恢复可以在相对较短的时间内引起大型食草动物可检测到的饮食活动变化,但反应取决于物种生物学和行为可塑性。重要的是,人类的风险和干扰可以抵消或推翻这些行为调整,潜在地改变大型食肉动物回归对生态系统的影响。
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引用次数: 0
Climate variability shapes the mutualistic interaction between truffle-like ectomycorrhizal (ECM) fungi and a mycophagous mammal 气候变化塑造了松露样外生菌根(ECM)真菌和真菌性哺乳动物之间的相互作用
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-02 DOI: 10.1002/ecog.08410
Emily McIntyre, Craig Nitschke, Francisco Encinas- Viso, Tony Mitchell, Camille Truong
The mutualistic interaction between truffle-like ectomycorrhizal (ECM) fungi and mycophagous mammals is fundamental to forest health, supporting fungal dispersal, soil structure, nutrient cycling, and plant community dynamics worldwide. However, climate change may disrupt this mutualism in unprecedented ways by altering truffle-like ECM sporing body production and mycophagous mammal diets, with consequences for fungal spore dispersal and ECM host plant health. As one of the most specialised mycophagous mammals in the world, the endangered marsupial long-footed potoroo Potorous longipes provides a powerful model system to investigate these risks. Using a unique 23-year collection of long-footed potoroo scats from south-eastern Australia, we quantified the diversity and composition of truffle-like ECM fungi in their diet and assessed how it was shaped by intra- and inter-annual shifts in temperature and precipitation. ITS2 metabarcoding of scats revealed a high richness of truffle-like ECM fungi in long-footed potoroo scats, with a total of 38 taxa from 14 genera. The richness of truffle-like ECM fungi consumed by long-footed potoroos was negatively correlated with higher minimum temperatures of the previous quarter and 12 months, and was highest in spring. Seasonality, precipitation, minimum temperature and aridity were the best predictors of truffle-like ECM fungal community composition in long-footed potoroo scats. We found that five truffle-like ECM fungal genera – Mesophellia, Hysterangium, Arcangeliella, Thaxterogaster and Austrogautieria – were associated with specific climate conditions related to temperature and precipitation, providing novel insights into their phenology and dispersal. Our findings suggest that mycophagous mammals may consume far less diverse fungal diets in a warmer and drier future, with a greater reliance on truffle-like ECM fungal genera associated with these conditions such as Mesophellia. These results highlight the sensitivity of this mutualism to climate variability and change, with implications for long-footed potoroo nutrition, dispersal of truffle-like ECM fungi, and ecosystem functioning.
松露类外生菌根真菌(ECM)与真菌哺乳动物之间的相互作用是森林健康的基础,支持真菌扩散、土壤结构、养分循环和全球植物群落动态。然而,气候变化可能会以前所未有的方式破坏这种共生关系,通过改变松露样ECM孢子体的产生和分枝哺乳动物的饮食,从而影响真菌孢子的传播和ECM宿主植物的健康。作为世界上最特化的真菌哺乳动物之一,濒临灭绝的有袋类长足狐猴为研究这些风险提供了一个强大的模型系统。利用来自澳大利亚东南部的长足袋鼠粪便的独特的23年收集,我们量化了它们饮食中松露样ECM真菌的多样性和组成,并评估了温度和降水的年际和年际变化对其的影响。对长足兔粪便的ITS2元条形码分析显示,长足兔粪便中存在丰富的松露样ECM真菌,共有14属38个分类群。长足羚羊消耗的松露样ECM真菌丰富度与前一季度和12个月的最低气温呈负相关,春季最高。季节、降水、最低温度和干旱是长足鹿粪中松露样ECM真菌群落组成的最佳预测因子。我们发现5个类似松露的ECM真菌属(Mesophellia, Hysterangium, Arcangeliella, Thaxterogaster和Austrogautieria)与温度和降水相关的特定气候条件有关,为其物候和扩散提供了新的见解。我们的研究结果表明,在一个更温暖、更干燥的未来,真菌性哺乳动物可能会消耗更少的真菌食物,更多地依赖于与这些条件相关的松露类ECM真菌属,如Mesophellia。这些结果突出了这种共生关系对气候变率和变化的敏感性,对长足马铃薯的营养、松露样ECM真菌的扩散和生态系统功能都有影响。
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引用次数: 0
Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscape scenarios 相对自然、混合和转化景观场景中的α、β和γ多样性
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-01-29 DOI: 10.1002/ecog.08324
Shuyu Deng, Colin M. Beale, Chris D. Thomas
Biodiversity losses and biotic homogenisation associated with human‐induced land‐cover changes are key issues for ecology. However, the effects of human‐caused land‐use changes on biodiversity change at the landscape scale are not well understood. Combining the PREDICTS global biodiversity database with MODIS satellite‐based land cover from 2001 to 2013, we created three landscape modification scenarios – relatively natural, partially modified (mixed, e.g. mixtures of crops and natural remnants) and fully modified (transformed, e.g. urban and plantation mosaics) and estimated the landscape‐scale alpha, beta and gamma diversity associated with each. Our results reveal that landscape‐scale modification from relatively natural landscapes to mixed landscapes increases the variety of ecosystem types and modification levels, hence increasing the variety of ecological communities (beta diversity) and maintaining landscape‐level diversity (gamma), despite reductions in average local‐level diversity (alpha). However, total transformation (from mixed towards completely transformed landscapes) causes a decline in both alpha and gamma diversity. Our results highlight that anthropogenic modification can potentially increase some elements of biodiversity while decreasing others and that high levels of landscape‐scale diversity can be maintained within mixed landscapes.
与人类引起的土地覆盖变化相关的生物多样性丧失和生物同质化是生态学的关键问题。然而,在景观尺度上,人类引起的土地利用变化对生物多样性变化的影响尚不清楚。结合predictive全球生物多样性数据库和2001 - 2013年MODIS卫星土地覆盖,我们创建了三种景观改造情景——相对自然、部分改造(混合,如作物和自然残余物的混合)和完全改造(转化,如城市和人工林的马赛克),并估算了与每种情景相关的景观尺度α、β和γ多样性。研究结果表明,从相对自然景观到混合景观的景观尺度改造增加了生态系统类型的多样性和改造水平,从而增加了生态群落的多样性(beta多样性)并维持了景观水平的多样性(gamma),尽管平均局地水平多样性(alpha)有所降低。然而,完全转变(从混合到完全转变的景观)导致α和γ多样性的下降。我们的研究结果强调,人为改变可能会增加生物多样性的某些要素,同时减少其他要素,并且在混合景观中可以保持高水平的景观尺度多样性。
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引用次数: 0
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Ecography
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