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Mathematically and biologically consistent framework for presence–absence pairwise indices 存在-缺失成对指数的数学和生物学上一致的框架
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-12-04 DOI: 10.1002/ecog.07996
Arnošt L. Šizling, Petr Keil, Even Tjørve, Kathleen M. C. Tjørve, Jakub D. Žárský, David Storch

Many indices based on presence-absence data that compare two communities have been proposed, with the aim to characterize community similarity, species turnover or beta-diversity, as well as other phenomena like community nestedness. These indices are often mathematically convertible to each other and are thus equivalent in terms of their information content. Based on this information equivalence, we classified all the indices to a few families, showing that only three families reflect ecologically relevant and directly interpretable phenomena, namely species turnover (family of Jaccard index that also includes Sørensen index of similarity), nestedness (the family of indices which compare species overlap with species richness of the species-poor community), and the uniformity of species richness (comparing species richness of the two communities). Importantly, our analysis shows that any attempt to partition indices, including Baselga's approach to partition turnover and nestedness (i.e. to control an index for an effect of a different phenomenon), leads either to an index belonging to one of the three abovementioned families, or produces indices that do not measure any ecologically relevant phenomenon. We provide guidance on how to apply pairwise indices to make proper inference about ecological phenomena.

人们提出了许多基于存在-缺失数据来比较两个群落的指数,目的是表征群落相似性、物种更替或β -多样性,以及其他现象,如群落筑巢性。这些指数通常在数学上相互转换,因此就其信息内容而言是等效的。基于这种信息等价性,我们将所有指数划分为几个科,结果表明只有三个科反映了生态相关且可直接解释的现象,即物种周转(Jaccard指数族,包括Sørensen相似指数族)、筑巢性(物种重叠度与物种丰富度的比较指数族)和物种丰富度均匀性(比较两个群落的物种丰富度)。重要的是,我们的分析表明,任何划分指数的尝试,包括Baselga划分更替和嵌套性的方法(即控制一个指数对不同现象的影响),要么导致一个指数属于上述三个家族之一,要么产生不衡量任何生态相关现象的指数。本文对如何应用两两指标对生态现象进行合理推断提供了指导。
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引用次数: 0
Projecting spatiotemporal bioclimatic niche dynamics of endemic Pyrenean plant species under climate change: how much will we lose? 气候变化下比利牛斯特有植物物种时空生物气候生态位动态预测:我们将损失多少?
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-12-03 DOI: 10.1002/ecog.08067
Noèmie Collette, Sébastien Pinel, Valérie Delorme-Hinoux, Joris A. M. Bertrand

Species distributions are shifting under global change, with mountain ecosystems among the most vulnerable. In such landscapes, the ability to track changing conditions is limited, threatening narrowly distributed species. As a mountain biodiversity hotspot in southwestern Europe, the Pyrenees harbors many such species, making it a key case study for climate vulnerability assessments.

This study implements a bioclimatic niche modeling pipeline to evaluate the impact of climate change on endemic Pyrenean plant species by 2100. Its objectives are to: 1) map current bioclimatic niche suitability, 2) forecast future spatial dynamics, and 3) identify potential climate refugia for conservation. Species occurrences were combined with 19 bioclimatic variables (1 × 1 km resolution) to characterize bioclimatic niche suitability, using an ensemble modeling approach integrating five algorithms (maximum entropy, generalized linear model, generalized additive model, gradient boosting machine, and random forest). Their future spatiotemporal dynamics were projected under four climate scenarios (Shared Socioeconomic Pathways (SSP): 126, 245, 370, 585) for four successive periods spanning 2021–2100.

By 2100, 69% of endemic species are projected to lose over 75% of their bioclimatic niche, and half are expected to face complete losses under high-emission scenarios. Only two species may gain suitable areas, highlighting the need for species-specific conservation strategies. Bioclimatic niches are projected to shift by ~ 180 m upslope and ~ 3 km in latitude on average, with areas of highest multi-species suitability, referred to as bioclimatic hotspots, becoming restricted to elevations above 2000 m. These trends intensify after 2041–2060 period, reflecting escalating climate pressures as the century progresses.

Our findings highlight the profound threat climate change may pose to endemic Pyrenean flora, with widespread bioclimatic niche losses projected by the century's end and high-elevation refugia emerging as key conservation priorities. Anticipating these shifts and integrating them into conservation planning will be crucial for mitigating high-elevation biodiversity loss in a rapidly changing world.

在全球变化的影响下,物种分布正在发生变化,山地生态系统是最脆弱的。在这样的环境中,追踪变化条件的能力是有限的,威胁到分布狭窄的物种。作为欧洲西南部的山地生物多样性热点地区,比利牛斯山脉拥有许多这样的物种,使其成为气候脆弱性评估的重要案例研究。本研究采用生物气候生态位模型管道来评估2100年气候变化对比利牛斯特有植物物种的影响。其目标是:1)绘制当前的生物气候生态位适宜性图;2)预测未来的空间动态;3)确定潜在的保护气候避难所。采用最大熵、广义线性模型、广义加性模型、梯度增强机和随机森林五种算法,结合19个生物气候变量(1 × 1 km分辨率)对生物气候生态位适宜性进行了表征。在共享社会经济路径(SSP): 126,245,370,585的4个连续时段(2021-2100)下,预测了它们未来的时空动态。到2100年,69%的特有物种预计将失去75%以上的生物气候生态位,在高排放情景下,一半的物种预计将面临完全丧失。只有两个物种可以获得合适的区域,这突出了物种特定保护策略的必要性。预计生物气候生态位将向上坡移动~ 180 m,平均纬度移动~ 3 km,多物种适宜性最高的地区(称为生物气候热点)将局限于海拔2000 m以上的地区。这些趋势在2041-2060年期间之后会加剧,反映出随着本世纪的进展,气候压力不断升级。我们的研究结果强调了气候变化可能对比利牛斯特有植物群构成的深刻威胁,预计到本世纪末,生物气候生态位将广泛丧失,高海拔避难所将成为保护的重点。在快速变化的世界中,预测这些变化并将其纳入保护规划对于缓解高海拔生物多样性的丧失至关重要。
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引用次数: 0
The amount of reachable habitat determines population fate 可到达栖息地的数量决定了种群的命运
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-12-03 DOI: 10.1002/ecog.08080
Karolina Argote, Benoît Geslin, Mathieu Santonja, Cécile H. Albert

The scientific community remains divided on the most effective way to design landscapes for biodiversity conservation or restoration. Although there is a consensus that habitat loss is the main cause of biodiversity decline worldwide, the extent to which fragmentation (i.e. the division of remaining habitats into smaller areas) contributes to this decline is a subject of ongoing debate. The spatial arrangement of remaining patches and the nature and permeability of the intermediate matrix (i.e. how easily animals can move through it) are other elements related to habitat loss that are little considered. A better understanding of the effects of these factors on populations could help the community move forward.

Here, we conducted a multigenerational, landscape-scale experiment with the microarthropod Folsomia candida and quantified the respective effects of matrix resistance and inter-patch distance on colonization rate, population size and extinction, at fixed habitat amount. We found that the amount of reachable habitat in the landscape, encompassing both the quantity of habitat and the matrix resistance, is a good predictor of population size and extinction rate. Survival of individuals while crossing different matrix types was the key underlying mechanism, as it determined both colonization rate and demography, preventing individuals from reaching and using remote or difficult-to-access patches. Our study shows that an explicit consideration of matrix resistance considerably improves both our understanding and our predictive ability of populations fate at landscape-scale. It also opens new avenues for landscape ecology theory as well as long-awaited perspectives for applied conservation.

科学界在设计保护或恢复生物多样性的景观的最有效方法上仍然存在分歧。尽管人们一致认为栖息地丧失是世界范围内生物多样性下降的主要原因,但碎片化(即剩余栖息地划分为较小的区域)在多大程度上导致了这种下降,这是一个正在进行辩论的主题。剩余斑块的空间排列以及中间基质的性质和渗透性(即动物在中间基质中移动的容易程度)是与栖息地丧失有关的其他因素,但很少被考虑。更好地了解这些因素对人口的影响可以帮助社区向前发展。
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引用次数: 0
The world's oldest man-made biological experiment 世界上最古老的人造生物实验
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-30 DOI: 10.1002/ecog.07995
Laura Käse, Chanvilay Somvongsa, Khamla Inkhavilay, Claus Christensen, Lars Lønsmann Iversen, Ole Pedersen, Lars Baastrup-Spohr

Biological experiments are often short-lived due to logistical or resource-related challenges, and short-term observations are extrapolated to make long-term predictions. However, the effects of experimental treatments on biological communities and processes take time to develop. Consequently, the robustness of conclusions drawn from observations increases with the duration of the experiment. As a striking real-world example, and scattered throughout central Laos, thousands of large stone jars have been left behind from ancient burial rituals. The most famous sites in the Xiengkhouang province are collectively referred to as the Plain of Jars. These jars form a massive biological experiment: for approximately 2000 years, rainwater has interacted with the geological origin of each jar to create unique yet replicated aquatic ecosystems influenced by different tree cover levels. The layout of these jars, with clusters of up to several hundred jars separated by several kilometers, allows for controlled testing of multiple questions within ecology and evolution. Here, we report, for the first time, how these ancient mesocosms can be used to test ecosystem responses to local abiotic variation and disturbance. We show that tree cover dominates every jar ecosystem's state, and that variations in tree cover density create gradients in oxygen (O2) and nutrient concentrations among jar ecosystems. These initial findings show that litter contribution to aquatic ecosystems leads to higher nutrient content and lower O2 concentration, even in systems under different long-term selection, in the oldest man-made ecosystems ever analyzed. This first environmental analysis provides a fundamental understanding of a unique environment and offers trajectories for future exploration.

由于后勤或资源相关的挑战,生物实验通常是短期的,短期观察结果是外推的,以做出长期预测。然而,实验处理对生物群落和过程的影响需要时间来发展。因此,从观察中得出的结论的稳健性随着实验时间的延长而增加。作为一个引人注目的现实世界的例子,散落在老挝中部,数千个古代埋葬仪式遗留下来的大型石罐。圹省最著名的遗址被统称为石缸平原。这些水罐形成了一个大规模的生物实验:大约2000年来,雨水与每个水罐的地质起源相互作用,创造了独特而又复制的水生生态系统,受到不同树木覆盖水平的影响。这些罐子的布局,由几百个罐子组成,相隔几公里,允许对生态学和进化中的多个问题进行控制测试。在这里,我们首次报道了如何利用这些古老的中生态系统来测试生态系统对局部非生物变化和干扰的响应。研究表明,树木覆盖主导着每个罐子生态系统的状态,树木覆盖密度的变化导致了罐子生态系统中氧气(o2)和养分浓度的梯度。这些初步发现表明,即使在不同长期选择的系统中,在分析过的最古老的人造生态系统中,凋落物对水生生态系统的贡献也会导致更高的营养含量和更低的o2浓度。第一次环境分析提供了对独特环境的基本理解,并为未来的勘探提供了轨迹。
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引用次数: 0
Long-term benefits of burns for large mammal habitat undermined by large, severe fires in the American West 烧伤对美国西部严重大火破坏的大型哺乳动物栖息地的长期好处
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-30 DOI: 10.1002/ecog.08225
Kirby L. Mills, Martin Leclerc, Mark A. Ditmer, Zachary L. Steel, David C. Stoner, Joseph O. Sexton, Panshi Wang, Kent R. Hersey, Darren DeBloois, Cody A. Schroeder, Kathryn A. Schoenecker, Julie K. Young, Alyson M. Andreasen, Kathleen M. Longshore, Patrick J. Jackson, Derek B. Hall, Kristin Engebretsen, Neil H. Carter
Escalating wildfire frequency and severity are altering wildland habitats worldwide. Yet investigations into fire impacts on wildlife habitat rarely extend to the macroecological scales relevant to species conservation and global change processes. We evaluate the effects of wildfire on habitat quality and selection by large mammals spanning three trophic levels in the Western United States. We analyze 12 years of GPS telemetry data for 2966 mule deer Odocoileus hemionus, 52 black bears Ursus americanus, and 74 cougars Puma concolor across Utah and Nevada, USA. Over 800 areas burned between 1990–2022 overlapped with the home ranges of 1892 animals, resulting in almost 23 000 km2 of burned habitat and representing 12.8% of the total home range area for animals in our sample. Habitat suitability models for 664 mule deer, 14 black bears and 11 cougars indicated that burns improved summer home range quality for mule deer and black bears by 7% and 14%, respectively, highlighting the benefits of fires for nutrient cycling, understory herbaceous growth, and resultant caloric value for animal nutrition. When making fine-scale movement decisions, however, mule deer avoided burned habitats, and all three species generally avoided high-severity burns for up to 30 years post-fire. Thus, the effects of burns on wildlife habitat selection appear to be dependent on spatial scale. Given projected increases in large, severe fires, our results suggest potential reductions in beneficial habitat for wildlife in the long term. However, our results also suggest that prescribed burns, because of their smaller spatial footprints and lower severity relative to wildfires, can benefit wildlife habitat quality through improvements in forage, cover, and other vegetation characteristics. Therefore, managing for low-severity burns and limiting large, severe wildfires, e.g. via prescribed burns or fire control policies, could positively impact the habitat quality of these three common species and, therefore, the economic and ecosystem services they provide.
不断升级的野火频率和严重程度正在改变世界各地的荒地栖息地。然而,火灾对野生动物栖息地影响的研究很少扩展到与物种保护和全球变化过程相关的宏观生态尺度。我们评估了野火对美国西部跨越三个营养水平的大型哺乳动物栖息地质量和选择的影响。本文分析了美国犹他州和内华达州2966只骡鹿、52只黑熊和74只美洲狮的12年GPS遥测数据。在1990年至2022年期间,超过800个地区被烧毁,与1892只动物的栖息地重叠,导致近2.3万平方公里的栖息地被烧毁,占我们样本中动物栖息地总面积的12.8%。对664只骡鹿、14只黑熊和11只美洲狮的生境适宜性模型表明,燃烧使骡鹿和黑熊的夏季栖息地质量分别提高了7%和14%,突出了火灾对养分循环、林下草本植物生长和由此产生的动物营养热值的好处。然而,当做出精细的运动决定时,骡鹿会避开被烧毁的栖息地,这三个物种在火灾后的30年里通常都会避免严重的烧伤。因此,烧伤对野生动物栖息地选择的影响似乎依赖于空间尺度。考虑到预计的大型严重火灾的增加,我们的研究结果表明,从长远来看,野生动物的有益栖息地可能会减少。然而,我们的研究结果还表明,与野火相比,处方烧伤的空间足迹较小,严重程度较低,可以通过改善饲料、覆盖物和其他植被特征来改善野生动物栖息地的质量。因此,管理低严重烧伤和限制大型严重野火,例如通过规定的烧伤或消防政策,可以对这三种常见物种的栖息地质量产生积极影响,从而对它们提供的经济和生态系统服务产生积极影响。
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引用次数: 0
Tree species diversity increases the temporal stability of multitrophic forest beetle communities 树种多样性增加了多营养型森林甲虫群落的时间稳定性
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-23 DOI: 10.1002/ecog.08380
Rongxu Shan, Zilong Ma

As key members of the terrestrial food webs and vital contributors to wood decomposition, beetles play essential roles in ecosystem services but are experiencing widespread declines under climate change. While protecting and restoring forests with high tree species diversity is widely acknowledged as a nature-based solution for climate change mitigation, it remains uncertain whether it helps maintain the stability of higher trophic communities (e.g. beetles) under climate change. Here, we used the comprehensive forest and ground-dwelling beetle inventory dataset spanning the entire latitudinal range of the Japanese archipelago, monitored from 2004 to 2018, to investigate how tree species diversity affects the temporal stability of beetle biomass. We found that tree species diversity increased beetle biomass and its temporal stability. Specifically, higher tree diversity supported greater beetle and trophic diversity, which enhanced the asynchronous population dynamics across species and trophic levels (i.e. species and trophic asynchrony). Meanwhile, higher beetle and trophic diversity promoted temporal stability at the species level (i.e. species stability). Higher asynchrony and species stability jointly increased temporal stability within beetle communities. Our results underscore the potential of conservation efforts targeting forest diversity to uphold the ecosystem functions of higher trophic level communities (e.g. beetles) under climate change.

作为陆地食物网的关键成员和木材分解的重要贡献者,甲虫在生态系统服务中发挥着至关重要的作用,但在气候变化的影响下,甲虫正在经历广泛的减少。虽然保护和恢复具有高树种多样性的森林被广泛认为是缓解气候变化的一种基于自然的解决方案,但它是否有助于在气候变化下维持高营养群落(如甲虫)的稳定仍不确定。在这里,我们使用了2004年至2018年监测的日本群岛整个纬度范围的综合森林和地面生活甲虫库存数据集,以研究树种多样性如何影响甲虫生物量的时间稳定性。我们发现树种多样性增加了甲虫生物量及其时间稳定性。具体而言,较高的树木多样性支持更大的甲虫和营养多样性,从而增强了物种和营养水平上的非同步种群动态(即物种和营养的非同步)。同时,较高的甲虫和营养多样性促进了物种水平上的时间稳定性(即物种稳定性)。较高的非同步性和物种稳定性共同增加了甲虫群落的时间稳定性。我们的研究结果强调了在气候变化下,以森林多样性为目标的保护工作在维护高营养级群落(如甲虫)的生态系统功能方面的潜力。
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引用次数: 0
Multiple stressors in river networks: local and downstream effects on freshwater macroinvertebrates 河流网络中的多重压力源:对淡水大型无脊椎动物的局部和下游影响
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-23 DOI: 10.1002/ecog.07758
Gemma Burgazzi, Noël P. D. Juvigny-Khenafou, Verena C. Schreiner, Alessandro Manfrin, Jonathan Jupke, Jeremy Piggott, Eric Harvey, Akira Terui, Florian Leese, Ralf B. Schäfer

River networks are complex ecosystems characterized by a continuous exchange of material and energy through longitudinal gradients. These ecosystems are threatened by various human-induced stressors, which frequently co-occur and may interact in complex ways, potentially triggering cascading effects throughout the river network. Aiming at assessing single and combined effects of flow intermittency and light pollution on macroinvertebrate communities, we performed a multiple stressors experiment in 18 flow-through mesocosms. Each mesocosm was designed to mimic a simplified river network, with two upstream tributaries merging downstream, allowing us to assess both local and cascading effects. The experiment was performed in summer 2021 over seven weeks, applying the stressors either separately or co-occurring in the upstream sections, following a randomized block design. Flow intermittency was simulated as the ponded phase of the drying process, whereas light pollution was applied with LED strips set to 10 lux. Drifting macroinvertebrates were sampled weekly during the treatment phase, and benthic macroinvertebrates were sampled at the end of the treatment phase. Both stressors, when applied individually, reduced benthos richness and abundance, whereas drift decreased with flow intermittency and increased with light pollution. When co-occurring upstream, stressors showed the dominant effects of flow intermittency on the benthos and interactive effects on the drift. The effects of the single stressors and their interactions cascaded along the river network, with stronger downstream effects when stressors co-occurred upstream. These findings show that the spatial distribution of multiple stressors along the river network can affect their resultant downstream effects, highlighting the importance of framing multiple-stressors research in a spatial context. Considering the pressing needs of the growing human population, our results represent a step forward in anticipating the effects of cumulative stressors and in informing efficient conservation strategies for protecting freshwater ecosystems.

河流网络是一个复杂的生态系统,其特征是通过纵向梯度不断交换物质和能量。这些生态系统受到各种人为压力因素的威胁,这些压力因素经常共同发生,并可能以复杂的方式相互作用,可能引发整个河流网络的级联效应。为了评估水流间歇性和光污染对大型无脊椎动物群落的单一和联合影响,我们在18个水流中游环境中进行了多应激源实验。每个生态系统都被设计成模拟一个简化的河流网络,两条上游支流在下游汇合,使我们能够评估局部和级联效应。实验于2021年夏季进行,为期7周,采用随机区块设计,分别或共同施加压力源。流动间歇被模拟为干燥过程的水池阶段,而光污染则被设置为10勒克斯的LED条。在治疗阶段每周采样漂泊大型无脊椎动物,在治疗阶段结束时采样底栖大型无脊椎动物。当单独施加这两种压力时,底栖生物的丰富度和丰度都降低了,而漂移则随流动间歇而减少,随光污染而增加。在上游共发生时,压力源对底栖生物的影响以水流间歇性为主,对漂流的影响以交互作用为主。单个压力源及其相互作用的影响沿河网呈级联,当压力源在上游同时发生时,下游的影响更强。这些研究结果表明,沿河网的多个压力源的空间分布会影响其产生的下游效应,突出了在空间背景下构建多个压力源研究的重要性。考虑到不断增长的人口的迫切需求,我们的研究结果在预测累积压力源的影响和为保护淡水生态系统提供有效的保护策略方面迈出了一步。
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引用次数: 0
Forest patches as stepping stones: evidence from invertebrate taxonomic and functional diversity in experimentally created water-filled tree holes 森林斑块作为垫脚石:来自无脊椎动物分类和功能多样性的证据,实验创造了充满水的树洞
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-23 DOI: 10.1002/ecog.08146
Martin M. Gossner, Nicolas Roth, Julia Rothacher, Mark Wong, Jürgen Schmidl

Tree-related microhabitats (TreMs), such as water-filled tree holes (WTHs), are important structures for forest biodiversity, providing habitats for many specialized species, which are however impaired by the intensive forest management of the past. Strategies to maintain and promote TreMs in managed forests, e.g. by establishing old-growth forest patches as stepping stones, have been implemented, but their success has rarely been tested. We experimentally created WTHs in old-growth patches that were established to connect forest nature reserves (FNRs) in a beech forest in Germany. Eight years after creation, we sampled, identified, and measured traits of the invertebrate community that colonized the WTHs. We then investigated how spatial and environmental variables affected taxonomic and functional attributes of communities and populations. A total of 2407 individuals of 13 species were sampled, the majority of which were insect larvae. Abundance, as well as taxonomic and functional diversity attributes and community composition, were influenced by environmental and spatial factors, generally supporting the patch-dynamics and species-sorting metacommunity archetype. At the population level, both spatial and environmental factors affected the abundance and functional diversity of body size distributions, suggesting that dispersal capacities, microhabitat requirements, and competitive abilities of individual species structure communities. The distance to the FNRs had a positive effect on total invertebrate abundance and the abundance of the specialized marsh beetle Prionocyphon serricornis, and a weak negative effect on the functional diversity of the community. Our study underpins the stepping-stone concept of connecting FNRs. The species colonized all newly created microhabitats from source populations, indicating that these patches increase connectivity between the FNRs and thus contribute to forest biodiversity conservation. The negative effects of distance to FNRs on functional diversity suggest that distances between habitat patches should be kept small for such a strategy to be successful and sustainable in the long term.

树木相关微生境(trem)是森林生物多样性的重要结构,为许多特殊物种提供了栖息地,但由于过去的集约化森林经营,这些栖息地受到了损害。已经实施了在管理森林中维持和促进trem的战略,例如通过建立老年林斑块作为垫脚石,但这些战略的成功很少得到检验。我们在德国山毛榉林中连接森林自然保护区(FNRs)的老生长斑块中实验创建了WTHs。创建八年后,我们对在WTHs中定居的无脊椎动物群落进行了采样、鉴定和测量。然后研究了空间和环境变量对群落和种群分类和功能属性的影响。共捕获13种2407只,以昆虫幼虫居多。丰度、分类学和功能多样性属性以及群落组成受环境和空间因素的影响,总体上支持斑块动态和物种分选元群落原型。在种群水平上,空间因子和环境因子共同影响了体型分布的丰度和功能多样性,表明个体物种结构群落的扩散能力、微生境需求和竞争能力。距离自然保护区的距离对无脊椎动物总丰度和特化沼泽甲虫丰度有正向影响,对群落功能多样性有微弱的负向影响。我们的研究支持了连接fnr的垫脚石概念。这些物种在所有新创建的微栖息地中都是由原始种群定居的,这表明这些斑块增加了fnr之间的连通性,从而有助于森林生物多样性的保护。到森林保护区的距离对功能多样性的负面影响表明,生境斑块之间的距离应该保持较小,这样的战略才能长期成功和可持续。
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引用次数: 0
Divergent projections of future African biome shifts with process-based and species distribution models 基于过程和物种分布模型对未来非洲生物群落变化的不同预测
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-14 DOI: 10.1002/ecog.08176
Simon Scheiter, Helma Merkel, Thomas Hickler

Future climate change is expected to influence ecosystem dynamics and the biogeographic distribution of biomes. Such shifts would have profound impacts on biodiversity and the provision of ecosystem services that are essential for humans. A robust understanding of potential future biome changes is therefore required to inform conservation and adaptation strategies. Here, we compared future biome changes in Africa modeled using a process-based dynamic vegetation model (aDGVM) and species distribution models (SDMs) for different representative concentration pathway (RCP) scenarios, and assessed the impacts of plant-physiological effects of elevated CO2 on vegetation. We show that species distribution models can reproduce biome patterns simulated by the aDGVM for current climate conditions (k values between 0.69 and 0.80 for different scenarios, indicating substantial agreement). However, future biome projections differed between modeling approaches. Projections from SDMs showed the lowest magnitude of biome shifts (14.1% of the area for RCP4.5) and were more similar to aDGVM simulations that excluded the effects of elevated CO2 on vegetation. Projections from the aDGVM that included CO2 effects showed the highest magnitude of biome changes (25% of the area for RCP4.5). The aDGVM showed mainly transitions towards more wood-dominated biomes, whereas SDMs projected forest dieback, particularly in the RCP8.5 scenario. Annual precipitation, dry-season precipitation and, in the aDGVM, CO2, were the main contributors explaining the most frequent biome transitions, followed by temperature. We conclude that all models project biome changes, primarily along biome boundaries, but the extent differs. CO2 effects, as included in process-based models, strongly influenced future vegetation. Different modeling approaches are necessary to quantify the range of possible future biome shifts and identify areas with high likelihood of undesired vegetation change.

预计未来气候变化将影响生态系统动态和生物群落的生物地理分布。这种转变将对生物多样性和提供对人类至关重要的生态系统服务产生深远影响。因此,需要对潜在的未来生物群系变化有一个强有力的了解,以便为保护和适应战略提供信息。在此,我们使用基于过程的动态植被模型(aDGVM)和物种分布模型(SDMs)在不同代表性浓度路径(RCP)情景下对非洲未来生物群落的变化进行了比较,并评估了二氧化碳浓度升高对植被的植物生理影响。我们发现,物种分布模型可以再现当前气候条件下aDGVM模拟的生物群落模式(不同情景的k值在0.69和0.80之间,表明基本一致)。然而,不同的建模方法对未来生物群落的预测存在差异。SDMs的预测结果显示,生物群落变化幅度最低(RCP4.5为14.1%),与aDGVM模拟结果更接近,后者排除了二氧化碳浓度升高对植被的影响。aDGVM的预测结果显示,包括二氧化碳效应在内的生物群落变化幅度最大(RCP4.5的25%)。aDGVM主要显示向以木材为主的生物群落过渡,而SDMs预测森林枯死,特别是在RCP8.5情景中。在aDGVM中,年降水、干季降水和CO 2是解释最频繁的生物群系转变的主要因素,其次是温度。我们得出结论,所有模型都预测了生物群落的变化,主要沿着生物群落边界,但程度不同。co2效应,包括在基于过程的模式中,强烈影响未来的植被。不同的建模方法是必要的,以量化未来可能发生的生物群落变化的范围,并确定不希望发生植被变化的可能性很高的地区。
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引用次数: 0
‘mixglm': an R package for estimation of stable states, tipping points, and ecosystem resilience using mixture models mixglm:一个R包,用于使用混合模型估计稳定状态、临界点和生态系统弹性
IF 4.7 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-11-14 DOI: 10.1002/ecog.08148
Adam Klimeš, Joseph Daniel Chipperfield, Joachim Paul Töpper, Marc Macias-Fauria, Marcus Spiegel, Vigdis Vandvik, Liv Guri Velle, Alistair William Robin Seddon

A number of modelling frameworks exist to estimate resilience from ecological datasets. A subset of these frameworks seeks to estimate the whole ‘stability landscape', which can be used to calculate resilience and identify stable states and tipping points. These methods provide opportunities for insights into possible causes and consequences of variation in ecosystem resilience and dynamics. However, because such models can be complex to implement, there has so far been a substantial barrier to their application in ecological research. Here, we present the ‘mixglm' package for R software, which parametrizes stability landscapes using a mixture model approach. It provides tools for the calculation of resilience, identification of stable states and tipping points, as well as visualization functions. Flexible model specification allows the mean, precision, and probability of each mixture component to be linked to multiple predictors, such as environmental covariates. ‘mixglm' is based on Bayesian inference via NIMBLE and supports normal, beta, gamma, and negative binomial distributed response variables. We illustrate the use of ‘mixglm' with a published case of tree cover in South America, which reports a stability landscape with distinct stable states. Using ‘mixglm', we replicated the identification of these states. Moreover, we quantified the uncertainty of our estimates, and computed resilience estimates of South America's forests. We also conducted a power analysis to provide guidance regarding required sample sizes. ‘mixglm' can be readily used to describe stability landscapes and identify stable states in most spatial datasets, and it is accompanied by tools for the calculation of resilience estimates.

现有许多建模框架可以根据生态数据集估计复原力。这些框架的一个子集试图估计整个“稳定景观”,这可以用来计算弹性和确定稳定状态和临界点。这些方法为深入了解生态系统恢复力和动态变化的可能原因和后果提供了机会。然而,由于这些模型的实施可能很复杂,因此迄今为止它们在生态学研究中的应用存在实质性障碍。在这里,我们提出了R软件的“mixglm”包,它使用混合模型方法对稳定性景观进行参数化。它为弹性计算、稳定状态和临界点的识别以及可视化功能提供了工具。灵活的模型规范允许将每个混合成分的平均值、精度和概率与多个预测因子(如环境协变量)联系起来。mixglm基于敏捷的贝叶斯推断,支持正态、beta、gamma和负二项分布响应变量。我们用一个已发表的南美树木覆盖案例来说明“mixglm”的使用,该案例报告了具有不同稳定状态的稳定景观。使用mixglm,我们复制了这些状态的识别。此外,我们量化了我们估计的不确定性,并计算了南美洲森林的恢复力估计值。我们还进行了功率分析,以提供有关所需样本量的指导。“mixglm”可以很容易地用于描述稳定性景观和识别大多数空间数据集中的稳定状态,并且附带了用于计算弹性估算的工具。
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引用次数: 0
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Ecography
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