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Reviewing and benchmarking ecological modelling practices in the context of land use 在土地使用的背景下检讨生态模型的做法和基准
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-07-01 DOI: 10.1002/ecog.07745
Elie Gaget, Martin Jung, Matthew Lewis, Florian Hofhansl, Laura Jane Graham, Eleanor Warren‐Thomas, Piero Visconti
Despite habitat loss and degradation are the primary drivers of biodiversity loss, different conclusions have been drawn about the importance of land‐use or land‐cover (LULC) change for biodiversity. Differences may be due to the difficulty of framing a coherent model design to assess LULC effects. Recommendations have previously been identified for the design of statistical models and failing to follow them can risk misidentification of drivers, misinterpretation of predictions, overconfidence, high uncertainty, and incorrect management recommendations. We review modelling practices in statistical models assessing biodiversity responses to LULC, and investigated relationships between modelling practices and citations by scientific articles and policy documents. We benchmarked practices across model approaches, political extents, and objectives. From 346 model applications, we found that more than half of the model applications have justified ecologically‐relevant predictors, have used 1 km² or lower LULC spatial resolution, have used fine LULC thematic resolutions, performed validation or communicated uncertainty. However, we found that the model approach and political extent were strong determinants of the misuse of modelling recommendations. Top–down models followed less frequently three recommendations out of six, compared to other model approaches. Global studies used coarser LULC thematic and spatial resolution than studies at other extents, and thus potentially underestimated the relationships between LULC and biodiversity. Global studies were however more frequently cited by both scientific studies and policy documents. Modelling recommendations are not universally applied, especially because of methodological tradeoff, technical difficulties in their applications and data requirements. However, the multiples risks associated with the misuse of modelling recommendations, particularly in large‐scale modelling exercises, raise concerns on model interpretation and policy support from science, regarding the impacts of LULC on biodiversity.
尽管栖息地丧失和退化是生物多样性丧失的主要驱动因素,但关于土地利用或土地覆盖(LULC)变化对生物多样性的重要性,人们得出了不同的结论。差异可能是由于难以建立一个连贯的模型设计来评估LULC的影响。以前已经确定了统计模型设计的建议,如果不遵循这些建议,可能会有错误识别驱动因素、误解预测、过度自信、高度不确定性和不正确的管理建议的风险。我们回顾了生物多样性对土地利用变化响应的统计模型的建模实践,并研究了建模实践与科学文章和政策文件引用之间的关系。我们对跨模型方法、政治范围和目标的实践进行基准测试。从346个模式应用中,我们发现超过一半的模式应用证明了生态相关的预测因子,使用了1 km²或更低的LULC空间分辨率,使用了较好的LULC主题分辨率,进行了验证或传达了不确定性。然而,我们发现模型方法和政治程度是滥用模型建议的重要决定因素。与其他模型方法相比,自顶向下模型遵循六条建议中的三条的频率较低。与其他研究相比,全球研究使用了较粗的土地利用价值主题和空间分辨率,因此可能低估了土地利用价值与生物多样性之间的关系。然而,科学研究和政策文件更经常地引用全球研究。建模建议并没有得到普遍应用,特别是因为方法上的权衡、应用中的技术困难和数据需求。然而,与滥用建模建议相关的多重风险,特别是在大规模建模实践中,引起了对模型解释和科学政策支持的关注,涉及LULC对生物多样性的影响。
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引用次数: 0
Seascape configuration determines spatial patterns of seabird-vectored nutrient enrichment to coral reefs 海景配置决定了海鸟载体对珊瑚礁的营养富集的空间格局
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-30 DOI: 10.1002/ecog.07863
Courtney E. Stuart, Simon J. Pittman, Kostantinos A. Stamoulis, Cassandra E. Benkwitt, Hannah E. Epstein, Nicholas A. J. Graham, Andrew C. Smith, Jack H. Lacey, Kalia S. I. Bistolas, Jayna L. DeVore, Simon Ducatez, Lisa M. Wedding

Pelagic-feeding seabirds deliver nutrient subsidies that enhance the productivity, biodiversity, and resilience of terrestrial and marine ecosystems, particularly in nutrient-poor tropical environments. However, the biogeophysical variables governing the fluxes of these nutrients within and among interconnected ecosystems remain poorly understood. To address this, we examined the spatial distribution of seabird-vectored nutrients in the seascape of Tetiaroa, a semi-enclosed coral atoll in French Polynesia, where seabird populations and associated nutrient cycles are recovering after recent rat eradication. We focus on the nitrogen isotope (δ15N) signatures of a dominant marine alga as evidence of seabird-vectored nutrient uptake. Integrating stable isotope analysis within a seascape ecology framework, we show that breeding seabird biomass, depth, distance to land, geographic location within the atoll, and seafloor curvature drive spatial patterns of nutrient enrichment. Specifically, our models account for up to 88% of the variation in algal δ15N signatures and reveal peak enrichment in shallow, nearshore areas where water flow slows and converges due to localised seafloor curvature. These results extend previous research by highlighting seafloor geomorphology, notably curvature, as a modulator of fine-scale nutrient delivery patterns. Although a complex model incorporating 11 high-resolution biogeophysical variables enhanced spatial predictions by revealing fine-scale variations, a simpler model using only five of these variables was comparably effective in capturing overall spatial trends. This study identifies the key seascape configuration and complexity characteristics likely to affect the spatial patterns of recovery potential following the restoration of seabird-driven nutrient cycles, offering valuable guidance for ongoing restoration efforts in this coupled island-reef system. Future investigations could assess how the effects of biogeophysical variables on nutrient delivery vary in magnitude and direction across different geographic, geological, and anthropogenic contexts.

远洋觅食的海鸟提供营养补贴,提高了陆地和海洋生态系统的生产力、生物多样性和复原力,特别是在营养贫乏的热带环境中。然而,控制这些营养物质在相互联系的生态系统内部和之间流动的生物地球物理变量仍然知之甚少。为了解决这个问题,我们研究了法属波利尼西亚半封闭珊瑚环礁Tetiaroa海域海鸟载体营养物质的空间分布,在最近灭鼠后,海鸟种群和相关营养循环正在恢复。我们重点研究了一种优势海藻的氮同位素(δ15N)特征,作为海鸟载体营养摄取的证据。综合海景生态框架内的稳定同位素分析,我们发现繁殖海鸟的生物量、深度、与陆地的距离、环礁内的地理位置和海底曲率驱动了养分富集的空间格局。具体来说,我们的模型解释了高达88%的藻类δ15N特征变化,并揭示了由于局部海底曲率导致水流减慢和收敛的浅海近岸地区的峰值富集。这些结果通过强调海底地貌,特别是曲率,作为精细尺度营养输送模式的调节剂,扩展了先前的研究。虽然包含11个高分辨率生物地球物理变量的复杂模型通过揭示细尺度变化增强了空间预测,但仅使用其中5个变量的简单模型在捕获整体空间趋势方面同样有效。本研究确定了可能影响海鸟驱动的营养循环恢复后恢复潜力空间格局的关键景观配置和复杂性特征,为这一耦合岛礁系统的持续恢复工作提供了有价值的指导。未来的研究可以评估生物地球物理变量对养分输送的影响如何在不同的地理、地质和人为背景下在大小和方向上变化。
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引用次数: 0
Testing the core–periphery hypothesis: a standardised multi-phylum assessment of genetic diversity of marine coastal species 检验核心-外围假说:海洋沿岸物种遗传多样性的标准化多门评估
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-25 DOI: 10.1002/ecog.07446
Daniel Cárcamo, Mailiu Díaz Peña, Jonathan P. A. Gardner

The core–periphery hypothesis (CPH) predicts that genetic diversity is greatest at the centre and lowest at the edges of a species' distribution because genetic diversity is a function of a species' abundance, which is also expected to be greatest at the centre and lowest at the edges of the distribution. Variants of the CPH include the ‘Ramped North' (greatest variation in the north), the ‘Ramped South' (greatest in the south), and the ‘Abundant Edge' (greatest at the distributional edges). Here, we present the first standardised multi-phylum analysis of the CPH using nine indices of genetic diversity for New Zealand's marine biota, covering 52 species. Based on 80 studies across eight phyla, spatial variation in the genetic indices was tested against four models (Normal (N), Ramped North (RN), Ramped South (RS), Abundant Edge (AE)). Only 22.7% of all individual taxon-specific tests were statistically significant: Ramped North (10.5%), Ramped South (7.4%), Abundant Edge (2.6%) and Normal (2.2%). Nonetheless, amongst the Chordata (Ramped North and Ramped South), Arthropoda (Ramped South) and Mollusca (Ramped North), a reasonably consistent pattern of genetic variation was observed within each phylum. Spatially-explicit genetic diversity of the remaining taxa fitted different models but without any obvious pattern across the phyla. Generalised binomial testing of observed p-values for each genetic index across all studies revealed that 10 of 29 tests were significant (5 RN, 2 N, 2 RS, 1 AE). Overall, our meta-analysis revealed no real support for the CPH and only limited support for a Ramped model (either Ramped North or Ramped South) of spatially-explicit genetic diversity. For New Zealand coastal marine taxa, we conclude that consistently strong patterns of genetic variation across multiple taxa do not exist and the CPH requires extensive testing from multiple other regions before we can say that such patterns exist, let alone explain them.

核心-外围假设(CPH)预测,遗传多样性在物种分布的中心处最大,在边缘处最低,因为遗传多样性是物种丰度的函数,而物种丰度在分布的中心处最大,在边缘处最低。CPH的变体包括“斜向北”(北部变化最大),“斜向南”(南部变化最大)和“丰富边缘”(分布边缘最大)。在这里,我们提出了第一个标准化的多门CPH分析,使用新西兰海洋生物群的9个遗传多样性指数,涵盖52个物种。基于8个门的80项研究,采用4种模式(Normal (N)、斜向北(RN)、斜向南(RS)、丰缘(AE))对遗传指标进行了空间变异分析。只有22.7%的个体分类群特异性测试具有统计学意义:斜向北(10.5%)、斜向南(7.4%)、丰缘(2.6%)和正常(2.2%)。尽管如此,在脊索目(斜向北和斜向南)、节肢动物(斜向南)和软体动物(斜向北)中,每个门内都观察到相当一致的遗传变异模式。其余分类群的空间显性遗传多样性符合不同的模型,但没有明显的跨门模式。对所有研究中每个遗传指数观察到的p值进行广义二项检验显示,29项试验中有10项具有显著性(5项RN, 2项N, 2项RS, 1项AE)。总的来说,我们的荟萃分析显示,CPH并没有得到真正的支持,只有有限的支持空间显性遗传多样性的Ramped模型(无论是Ramped North还是Ramped South)。对于新西兰沿海海洋分类群,我们得出的结论是,在多个分类群之间不存在一致的强遗传变异模式,CPH需要从多个其他地区进行广泛的测试,才能说这种模式存在,更不用说解释它们了。
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引用次数: 0
Using spatial capture–recapture methods to estimate long-term spatiotemporal variation of a wide-ranging marine species 利用空间捕获-再捕获方法估算广泛海洋物种的长期时空变化
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-23 DOI: 10.1002/ecog.07878
Georgina Whittome, John Calambokidis, Philip S. Hammond, Sophie Smout, Chris Sutherland

Determining population status to inform mitigation of anthropogenic threats requires statistical approaches that investigate spatial and temporal variation. In the face of climate change it is increasingly important to differentiate between changes in population size and redistributions of populations. This is especially true for wide-ranging species such as the blue whale. Abundance of eastern North Pacific blue whales has previously been estimated using (non-spatial) closed capture–recapture and distance sampling methods, but the estimates show opposite and diverging trends over the last 30 years. Evidence that the distribution has been expanding could explain the apparent disparity, due to the confounding effects of spatial variation in sampling and the changing distribution. To investigate this, we apply, for the first time, spatial capture–recapture (SCR) methods to blue whale photo-identification data from small boat surveys to estimate abundance. The study area was defined as the length of the continental USA coastline, extending approximately 100 km offshore. Average annual effort from 1991 to 2023 was 97 days, resulting in 7358 sightings of 1488 unique individuals. We find significant support for non-linear spatiotemporal variation. In all years, there were higher densities at lower latitudes but there were notable decadal cyclical fluctuations in the number of animals using the study area. This large variation in the numbers of animals using these waters motivates further study into the relationship with environmental changes. Our results are an important step in spatially explicit modelling of observational blue whale data, which highlight the value of including spatial and temporal data and are relevant to any marine mammal species monitored using photo-identification.

确定人口状况以便为减轻人为威胁提供信息,需要采用调查时空变化的统计方法。面对气候变化,区分人口规模的变化和人口的重新分布变得越来越重要。对于像蓝鲸这样分布广泛的物种来说尤其如此。以前使用(非空间)封闭捕获-再捕获和距离采样方法估计了北太平洋东部蓝鲸的丰度,但在过去30年的估计中显示出相反和分歧的趋势。由于采样的空间变化和分布变化的混合效应,分布一直在扩大的证据可以解释这种明显的差异。为了研究这一点,我们首次将空间捕获-再捕获(SCR)方法应用于小船调查的蓝鲸照片识别数据,以估计丰度。研究区域被定义为美国大陆海岸线的长度,向近海延伸约100公里。从1991年到2023年,平均每年的努力时间为97天,结果发现了7358只,1488只独特的个体。我们发现非线性时空变化的显著支持。在所有年份中,低纬度地区的动物密度较高,但利用研究区的动物数量存在显著的年代际周期性波动。使用这些水域的动物数量的巨大变化促使人们进一步研究它们与环境变化的关系。我们的研究结果是对蓝鲸观测数据进行空间显式建模的重要一步,它突出了包括空间和时间数据的价值,并且与使用照片识别监测的任何海洋哺乳动物物种相关。
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引用次数: 0
The geography of connectivity shapes plant endemism hotspots 地理上的连通性塑造了植物特有的热点地区
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-23 DOI: 10.1002/ecog.07514
Zili Yuan, Gengchen Yang, Wenna Ding, Philipp Brun, Alexander Skeels, Loïc Pellissier, Niklaus E. Zimmermann

The high biodiversity in mountains is attributed to species accumulation from dispersal, high habitat heterogeneity and local speciation. Landscape connectivity thereby influences colonization and speciation processes, making its net effect on biodiversity challenging to understand. This is especially true for complex and biologically diverse mountain systems, such as the Hengduan Mountains (HDM), with their remarkably high levels of endemism. Here, we mapped the distributions of 3165 endemic plant species (25% of the region's total richness) in the HDM and studied the complex interplay between landscape connectivity and climate as drivers of endemic richness, as well as endemic compositional turnover. We found that endemic richness peaks at elevations of 3000 to 4000 m a.s.l., about 1000 m higher than that of overall richness. Mean temperature of the warmest quarter, climate change velocity since the Last Glacial Maximum, and connectivity together explain patterns of both α- and β-diversity of endemism. Our models show strong explanatory power along the elevation gradient and across the landscape. Our findings point to a distinct, context-dependent role of landscape connectivity in shaping biodiversity. In the endemic hotspot of the central-western HDM, particularly within the Three-Parallel-Rivers Region, endemic diversity indices are negatively associated with landscape connectivity. In contrast, we found a positive association between endemic richness and connectivity in the northern and southern HDM, which have overall lower endemism levels. This context-dependent effect of the connectivity–richness relationship highlights the complex influences of geomorphological processes on endemic patterns at a regional spatial scale.

山区生物多样性高的主要原因是物种分散积累、生境异质性高和局部物种形成。因此,景观连通性影响定植和物种形成过程,使其对生物多样性的净影响难以理解。这对于复杂和生物多样性的山地系统尤其如此,例如横断山脉(HDM),其特有程度非常高。在此,我们绘制了该地区3165种特有植物的分布图(占该地区总丰富度的25%),并研究了景观连通性和气候之间的复杂相互作用作为特有丰富度的驱动因素,以及特有成分的转换。地方性丰富度在海拔3000 ~ 4000 m处最高,比总体丰富度高约1000 m。最暖季平均气温、末次盛冰期以来的气候变化速度和连通性共同解释了地方性α-和β-多样性的格局。我们的模型沿海拔梯度和整个景观显示出很强的解释力。我们的研究结果表明,景观连通性在塑造生物多样性方面具有独特的、依赖于环境的作用。在青藏高原中西部地区,特别是三江并流地区,地方性多样性指数与景观连通性呈负相关。相比之下,我们发现北部和南部HDM的地方性丰富度与连通性之间存在正相关关系,这两个地区的地方性水平总体较低。这种连通性-丰富度关系的环境依赖效应凸显了地貌过程在区域空间尺度上对地方性格局的复杂影响。
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引用次数: 0
Non‐stationary forest responses to hotter droughts: a temporal perspective considering the role of past legacies 非平稳森林对高温干旱的响应:考虑过去遗产作用的时间视角
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-20 DOI: 10.1002/ecog.07740
Xavier Serra‐Maluquer, Julen Astigarraga, César Morales-Molino, Paloma Ruiz-Benito
Global change is altering forests worldwide, with multiple consequences for ecosystem functioning. Temporal changes in climate, and extreme, compounded weather events like hotter droughts are affecting the demography, composition and function of forests, leading to a highly uncertain future. To accurately predict future forest responses to hotter droughts, we highlight the need for considering a broad temporal perspective. So far, most ecological studies do not integrate different timespans and temporal resolutions, making it difficult to assess two critical time‐related aspects of forest responses to hotter droughts: the legacies of past disturbances (i.e. the effect of past events on current responses) and their role in non‐stationary responses (i.e. changing effects over time). To incorporate the effect of past hotter droughts on today's forest distribution, structure, composition and function, we identify and define key forcings and forest responses operating across three key timescales, ranging from hours to millennia. First, the shortest timescale considered (i.e. from hours to a decade) usually addresses physiological processes as well as individual tree and population performance. Second, the intermediate timescale (i.e. from decades to centuries) encompasses changes in community composition, stand structure and forest dynamics. Last, the longest timescale (i.e. from centuries to millennia) is crucial for understanding biogeographical processes that shape current species and trait pools. Then, we assess how the contrasting timespans and temporal resolutions used by different ecological subfields and approaches provide critical insights into characterising and understanding the influence of past events on ongoing responses to hotter droughts. We conclude that the holistic view gained from integrating disciplines with complementary temporal perspectives will result in a more comprehensive understanding of forest functioning and we provide a roadmap for achieving this, thereby improving our ability to predict forest responses to climate change.
全球变化正在改变世界各地的森林,给生态系统功能带来多重后果。气候的时间变化和极端、复杂的天气事件,如更热的干旱,正在影响森林的人口、组成和功能,导致高度不确定的未来。为了准确预测未来森林对高温干旱的反应,我们强调需要考虑广泛的时间视角。到目前为止,大多数生态学研究没有整合不同的时间跨度和时间分辨率,这使得很难评估森林对更热干旱响应的两个关键时间相关方面:过去干扰的遗产(即过去事件对当前响应的影响)及其在非平稳响应中的作用(即随时间变化的影响)。为了综合考虑过去高温干旱对当今森林分布、结构、组成和功能的影响,我们确定并定义了在三个关键时间尺度(从小时到千年)上运行的关键强迫和森林响应。首先,考虑的最短时间尺度(即从几小时到十年)通常涉及生理过程以及单个树和种群的表现。第二,中间时间尺度(从几十年到几百年)包括群落组成、林分结构和森林动态的变化。最后,最长的时间尺度(从几个世纪到几千年)对于理解形成当前物种和性状库的生物地理过程至关重要。然后,我们评估了不同生态子领域和方法使用的对比时间跨度和时间分辨率如何为描述和理解过去事件对持续响应更热干旱的影响提供关键见解。我们的结论是,从整合学科和互补的时间观点中获得的整体观点将导致对森林功能的更全面理解,我们为实现这一目标提供了路线图,从而提高我们预测森林对气候变化的反应的能力。
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引用次数: 0
The pace and drivers of community change vary over space and time – findings from a national biomonitoring programme 社区变化的速度和驱动因素随时间和空间的变化而变化——这是一项国家生物监测计划的发现
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-19 DOI: 10.1002/ecog.07335
Jussi Mäkinen, Laura Antão, Janne Heliölä, Mikko Kuussaari, Aleksi Lehikoinen, Ida-Maria Huikkonen, Reima Leinonen, Juha Pöyry, Tomas Roslin

Habitat heterogeneity and demographic processes create variability in the major taxonomic diversity trends: 1) biotic homogenization and 2) the emergence of novel community compositions. Nonetheless, little is known about how the imprints of environmental filtering and random demographic processes on community dissimilarity vary over 1) time or 2) space. Quantifying such variation is key to revealing temporal regime shifts, latitudinal trends, and site-level specificity in the drivers of community dissimilarity.

To characterise variation in drivers of community change, we introduce the concept of ‘non-stationary community responses'. We then apply this concept to estimate temporal and spatial variability in the imprints of climate, land cover and random processes on spatial and temporal dissimilarity of community composition. As a model system, we use multidecadal monitoring data of bird (1147 monitoring sites; 49 years), butterfly (101 monitoring sites; 22 years), and moth (99 monitoring sites; 26 years) communities across a 1200-km latitudinal gradient in Finland.

Regarding spatial dissimilarity, environmental filtering had a larger imprint than what random processes had. For butterflies and moths, environmental filtering shifted from being primarily associated with land cover to being primarily associated with climate indicating a likely regime shift along with warming climate. Regarding temporal dissimilarity of bird and butterfly communities, the imprints of environmental filtering and random processes varied between monitoring sites. A conventional stationary model was unable to track such site-specific processes. The imprints did not change linearly along a latitudinal gradient.

Our results demonstrate that accounting for non-stationarity in community dynamics is needed to pinpoint temporal shifts and spatial variability in the drivers of community change. Should we assume that community change is driven by the same primary forces at all times and everywhere, then we will fail to detect the real local and contemporary drivers of change, and risk applying the wrong corrective measures.

生境异质性和人口统计学过程导致了主要分类多样性趋势的变化:1)生物同质化和2)新群落组成的出现。然而,对于环境过滤和随机人口统计过程对社区差异的影响是如何随时间或空间变化的,我们知之甚少。量化这种变化是揭示群落差异驱动因素的时间变化、纬度趋势和地点水平特异性的关键。为了描述群落变化驱动因素的变化特征,我们引入了“非平稳群落响应”的概念。然后,我们将这一概念应用于估算气候、土地覆盖和随机过程对群落组成时空差异的影响。作为模型系统,我们使用了鸟类的多年监测数据(1147个监测点;49年),蝴蝶(101个监测点;22年),蛾类(99个监测点;26年)的社区横跨1200公里的纬度梯度在芬兰。在空间差异方面,环境过滤比随机过程具有更大的印记。对于蝴蝶和飞蛾来说,环境过滤从主要与土地覆盖有关转变为主要与气候有关,这表明随着气候变暖,一种可能的政权转变。对于鸟类和蝴蝶群落的时间差异,环境过滤和随机过程的印记在不同的监测点之间存在差异。传统的固定模型无法跟踪这种特定地点的过程。印迹不沿纬度梯度呈线性变化。我们的研究结果表明,需要考虑群落动态的非平稳性,以确定群落变化驱动因素的时间变化和空间变异性。如果我们假设社区变化在任何时候和任何地方都是由同样的主要力量驱动的,那么我们将无法发现真正的本地和当代的变化驱动因素,并有可能采取错误的纠正措施。
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引用次数: 0
Unraveling the role of environmental and anthropogenic drivers in shaping global patterns in mammal diversity 揭示环境和人为驱动因素在塑造哺乳动物多样性全球格局中的作用
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-19 DOI: 10.1002/ecog.07674
Carson P. Hedberg, Felisa A. Smith

Patterns in functional and phylogenetic diversity reflect ecological and evolutionary relationships among taxa, and thus can offer key insights into the mechanisms underlying species distributions. However, disentangling the relative influence of proximate environmental drivers versus biogeographic evolutionary history can be a challenge. Moreover, human activities have enormously impacted the global distribution of mammals over the past millennia, potentially skewing our understanding of the underlying processes influencing biodiversity accumulation and community structure. Here, we investigated how the environment shapes global patterns in terrestrial mammal diversity, and how anthropogenic impacts have altered our understanding of these mechanisms. To distinguish aspects of mammal diversity most directly influenced by proximate environmental conditions, we employed novel metrics representing the deviation between functional and phylogenetic diversity. We calculated these residual functional diversity values using both current mammal distributions and estimated distributions in the absence of human impacts to characterize the effect of anthropogenic diversity loss. Each dataset was then modeled separately as a function of key environmental drivers and compared. We found remarkable variation in residual functional diversity across terrestrial communities, suggesting the environment strongly mediates the relationship between functional and phylogenetic diversity. Specifically, temperature seasonality and evapotranspiration play key roles in shaping global patterns in mammal functional diversity. Critically, the strength of these relationships is dampened by anthropogenic biodiversity loss, which has homogenized functional and phylogenetic community structure across environmental gradients. By disentangling the role of human impacts on both patterns and purported mechanisms of mammal diversity, our results provide a more accurate depiction of the fundamental relationships underlying mammal communities.

功能和系统发育多样性模式反映了物种间的生态和进化关系,因此可以为物种分布机制提供关键见解。然而,将近因环境驱动因素与生物地理进化史的相对影响分开可能是一个挑战。此外,在过去的几千年里,人类活动极大地影响了哺乳动物的全球分布,潜在地扭曲了我们对影响生物多样性积累和群落结构的潜在过程的理解。在这里,我们研究了环境如何塑造陆生哺乳动物多样性的全球格局,以及人为影响如何改变了我们对这些机制的理解。为了区分哺乳动物多样性最直接受邻近环境条件影响的方面,我们采用了代表功能多样性和系统发育多样性之间偏差的新指标。我们使用当前哺乳动物分布和在没有人类影响的情况下的估计分布来计算这些剩余功能多样性值,以表征人为多样性丧失的影响。然后将每个数据集作为关键环境驱动因素的函数单独建模并进行比较。我们发现陆地群落的剩余功能多样性存在显著差异,表明环境在功能多样性和系统发育多样性之间起着重要的中介作用。具体来说,温度季节性和蒸散作用在塑造哺乳动物功能多样性的全球格局中起着关键作用。至关重要的是,这些关系的强度受到人为生物多样性丧失的抑制,这使得跨环境梯度的功能和系统发育群落结构均质化。通过解开人类对哺乳动物多样性模式和机制的影响,我们的研究结果为哺乳动物群落的基本关系提供了更准确的描述。
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引用次数: 0
A systematic review evaluating the performance of eDNA methods relative to conventional methods for biodiversity monitoring 对生物多样性监测中eDNA方法相对于传统方法的性能进行了系统评价
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-19 DOI: 10.1002/ecog.07952
Nicholas J. Iacaruso, Olivia P. Reves, Sara J. Merkelz, Cassidy L. Waldrep, Mark A. Davis
The rapid adoption of environmental DNA (eDNA) methods has drastically changed biodiversity monitoring efforts. It is often claimed that eDNA methods are more sensitive and efficient than conventional biodiversity monitoring methods, but it is often unclear what metrics support this claim. There have been many direct comparative studies between eDNA and conventional methods; several supporting the increased sensitivity and efficiency of eDNA methods, others finding the opposite.Here, we systematically review all comparative studies between eDNA and conventional methods published between 2008 and 2023. We review various metrics used to evaluate the relative performance of eDNA methods and whether study characteristics influenced comparative outcomes. We found that eDNA is more likely to provide increased estimates of sensitivity metrics (i.e. species richness and detection probability) and lower estimates of efficiency metrics (i.e. cost and sampling time/effort). However, eDNA methods displayed their own biases, often recovering communities distinct from those revealed via conventional methods. While eDNA methods were capable of describing abundance and improving taxonomic resolution, we observed substantial variation. Trends in comparative outcomes were consistent across study characteristics, but we highlight areas that have received little exploration into the relative performance of eDNA, including across much of the Global South and the ability of eDNA to monitor temporal changes in biodiversity. Our review provides a comprehensive examination of eDNA comparative studies and delivers clarity to conservation professionals on where, when, and how eDNA methods are likely to add value to biodiversity monitoring initiatives.
环境DNA (eDNA)方法的迅速采用极大地改变了生物多样性监测工作。人们经常声称eDNA方法比传统的生物多样性监测方法更敏感和有效,但通常不清楚哪些指标支持这一说法。eDNA与常规方法之间有许多直接的比较研究;一些人支持增加eDNA方法的灵敏度和效率,另一些人则认为相反。在这里,我们系统地回顾了2008年至2023年间发表的eDNA与传统方法之间的所有比较研究。我们回顾了用于评估eDNA方法相对性能的各种指标,以及研究特征是否影响比较结果。我们发现,eDNA更有可能提供更高的灵敏度指标(即物种丰富度和检测概率)和更低的效率指标(即成本和采样时间/努力)。然而,eDNA方法显示出自己的偏见,通常恢复的群落与通过传统方法揭示的不同。虽然eDNA方法能够描述丰度并提高分类分辨率,但我们观察到实质性的差异。比较结果的趋势在研究特征中是一致的,但我们强调了对eDNA的相对表现进行较少探索的领域,包括全球南方的大部分地区和eDNA监测生物多样性时间变化的能力。我们的综述提供了对eDNA比较研究的全面检查,并为保护专业人员提供了关于eDNA方法在何时、何地以及如何可能为生物多样性监测举措增加价值的清晰信息。
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引用次数: 0
Functional and phylogenetic convergence of winter and breeding bird communities in the northeastern US 美国东北部冬季和繁殖鸟类群落的功能和系统发育趋同
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-06-14 DOI: 10.1002/ecog.07717
Peter J. Williams, Shannon R. Curley

Around the world, ecological communities are becoming more similar to one another in a process known as biotic homogenization – an increase in similarity among communities over time. While biotic homogenization has been widely studied among spatial communities, very little attention has been paid to beta diversity between seasonal communities, especially in terms of functional or phylogenetic diversity. In temperate ecosystems, seasonality plays a major role in structuring ecological communities, but anthropogenic pressures are altering community composition. We analyze 40 years of data to study changes in beta diversity between winter and breeding bird communities in the northeastern US. We find evidence of taxonomic, phylogenetic, and functional homogenization between winter and breeding bird communities driven by decreasing turnover. Changes in phylogenetic diversity largely mirrored changes in taxonomic diversity, but functional diversity did not, with functional richness increasing in both seasons despite species richness increasing only in winter. Functional homogenization was driven by 1) decreasing occurrence of winter boreal finches and breeding season aerial insectivores, which reduced the functional space unique to either season, and 2) increasing occurrence of raptors, mergansers, wild turkey, and other functionally distinct species, which expanded the total functional space of both seasons and the shared functional space between seasons. Together, these shifts demonstrate a decline in the distinctiveness of functional space between seasons. Our study is one of the first to describe functional and phylogenetic homogenization between seasons and highlights the importance of considering seasonal homogenization and of using multiple facets of diversity to describe and understand biotic homogenization.

在世界各地,生态群落在一个被称为生物同质化的过程中变得越来越相似——群落之间的相似性随着时间的推移而增加。虽然生物同质化在空间群落中得到了广泛的研究,但对季节群落之间的β多样性,特别是在功能或系统发育多样性方面的研究却很少。在温带生态系统中,季节性在生态群落结构中起主要作用,但人为压力正在改变群落组成。我们分析了40年的数据,研究了美国东北部冬季和繁殖鸟类群落之间β多样性的变化。我们发现了在更替减少的驱动下,冬季和繁殖期鸟类群落之间的分类、系统发育和功能同质化的证据。系统发育多样性的变化在很大程度上反映了分类学多样性的变化,而功能多样性的变化则没有,两个季节的功能丰富度都有所增加,而物种丰富度仅在冬季增加。功能同质化主要由以下因素驱动:1)冬季北方雀类和繁殖期空中食虫动物的减少,减少了各季节特有的功能空间;2)猛禽、秋沙鸭、野生火鸡等功能独特的物种的增加,扩大了两季节的总功能空间和季节间的共享功能空间。总之,这些变化表明了季节之间功能空间独特性的下降。我们的研究是第一个描述季节之间功能和系统发育同质化的研究之一,强调了考虑季节同质化和使用多样性的多个方面来描述和理解生物同质化的重要性。
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引用次数: 0
期刊
Ecography
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