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Model-based variance partitioning for statistical ecology 基于模型的统计生态学方差划分
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-01-15 DOI: 10.1002/ecm.1646
Torsti Schulz, Marjo Saastamoinen, Jarno Vanhatalo

Variance partitioning is a common tool for statistical analysis and interpretation in both observational and experimental studies in ecology. Its popularity has led to a proliferation of methods with sometimes confusing or contradicting interpretations. Here, we present variance partitioning in a model-based Bayesian framework as a general tool for summarizing and interpreting regression-like models to produce additional insight on ecological studies compared with what traditional parameter inference of these models on its own can reveal. For example, we propose predictive variance partitioning as a tool to extend sample-based analyses to analyses of whole populations or predictive scenarios. We also extend variance partitioning to encompass partitioning of variance within and between ecologically relevant subgroups of the observations, or the whole population of interest, to provide information on how the relative roles of processes underlying the study system may vary depending on the environmental or ecological context. We discuss the role of correlated covariates and random effects and highlight uncertainty quantification in variance partitioning. To showcase the utility of our approach, we present a case study comprising a simple occupancy model for a metapopulation of the Glanville fritillary butterfly. As a result, we demonstrate model-based variance partitioning as a general and rigorous statistical tool to gain more insight from ecological data.

方差划分是生态学观测和实验研究中常用的统计分析和解释工具。它的流行导致了方法的激增,有时会有令人困惑或相互矛盾的解释。在这里,我们提出了基于模型的贝叶斯框架中的方差划分,作为总结和解释类回归模型的通用工具,与这些模型本身的传统参数推断相比,可以对生态研究产生额外的见解。例如,我们建议将预测方差划分作为一种工具,将基于样本的分析扩展到整个群体或预测场景的分析。我们还扩展了方差划分,以涵盖观测的生态相关亚组或整个感兴趣的人群内部和之间的方差划分,以提供有关研究系统中过程的相对角色如何根据环境或生态背景而变化的信息。我们讨论了相关协变量和随机效应的作用,并强调了方差划分中的不确定性量化。为了展示我们的方法的实用性,我们提出了一个案例研究,包括一个简单的占用模型,为格兰维尔贝母蝴蝶的超种群。因此,我们证明了基于模型的方差划分是一种通用的、严格的统计工具,可以从生态数据中获得更多的见解。
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引用次数: 0
Explaining the divergence of population trajectories for two interacting waterfowl species 解释两种相互作用水禽种群轨迹的差异
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-01-12 DOI: 10.1002/ecm.1642
Daniel Gibson, Todd W. Arnold, Frances E. Buderman, David N. Koons

Identifying the specific environmental features and associated density-dependent processes that limit population growth is central to both ecology and conservation. Comparative assessments of sympatric species allow for inference about how ecologically similar species differentially respond to their shared environment, which can be used to inform community-level conservation strategies. Comparative assessments can nevertheless be complicated by interactions and feedback loops among the species in question. We developed an integrated population model based on 61 years of ecological data describing the demographic histories of Canvasbacks (Aythya valisineria) and Redheads (Aythya americana), two species of migratory diving ducks that utilize similar breeding habitats and affect each other's demography through interspecific nest parasitism. We combined this model with a transient life table response experiment to determine the extent that demographic rates, and their contributions to population growth, were similar between these two species. We found that demographic rates and, to a lesser extent, their contributions to population growth covaried between Canvasbacks and Redheads, but the trajectories of population abundances widely diverged between the two species during the end of the twentieth century due to inherent differences between the species life histories and sensitivities to both environmental variation and harvest pressure. We found that annual survival of both species increased during years of restrictive harvest regulations; however, recent harvest pressure on female Canvasbacks may be contributing to population declines. Despite periodic, and often dramatic, increases in breeding abundance during wet years, the number of breeding Canvasbacks declined by 13% whereas the number of breeding Redheads has increased by 37% since 1961. Reductions in harvest pressure and improvements in submerged aquatic vegetation throughout the wintering grounds have mediated the extent to which populations of both species contracted during dry years in the Prairie Pothole Region. However, continued degradation of breeding habitats through climate-related shifts in wetland hydrology and agricultural conversion of surrounding grassland habitats may have exceeded the capacity for demographic compensation during the nonbreeding season.

确定限制人口增长的具体环境特征和相关的密度依赖过程对生态和保护都至关重要。对同域物种的比较评估可以推断生态上相似的物种如何对其共享的环境做出不同的反应,这可以用来为社区一级的保护策略提供信息。然而,由于相关物种之间的相互作用和反馈循环,比较评估可能会变得复杂。基于61年的生态数据,我们建立了一个综合种群模型,描述了两种迁徙潜水鸭的人口统计历史,它们利用相似的繁殖栖息地,并通过种间巢寄生影响彼此的人口统计。我们将这个模型与一个短暂的生命表响应实验结合起来,以确定这两个物种的人口增长率及其对人口增长的贡献在多大程度上是相似的。我们发现,在20世纪末,由于物种生活史和对环境变化和收获压力的敏感性存在内在差异,两种物种的人口增长率及其对种群增长的贡献在较小程度上存在共变,但种群丰度轨迹在两种物种之间存在广泛差异。我们发现,在限制采伐的年份,这两种物种的年存活率都有所增加;然而,最近对雌性帆布背鼠的收获压力可能导致了种群数量的下降。尽管在潮湿的年份,繁殖丰度会有周期性的、经常是戏剧性的增加,但自1961年以来,繁殖的帆布背鼠的数量下降了13%,而繁殖的红头鼠的数量却增加了37%。在整个越冬地,收获压力的减少和水下植被的改善在一定程度上调解了这两种物种的种群在干旱年份在草原坑区收缩的程度。然而,由于与气候相关的湿地水文变化和周围草地生境的农业转化,繁殖栖息地的持续退化可能超过了非繁殖季节的人口补偿能力。
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引用次数: 0
Ebolavirus evolution and emergence are associated with land use change 埃博拉病毒的演变和出现与土地利用变化有关
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-12-11 DOI: 10.1002/ecm.1641
Christian E. Lange, Thomas R. Barnum, David J. McIver, Matthew LeBreton, Karen Saylors, Charles Kumakamba, Sara Lowes, Eduardo Montero, Robert L. Cohen

Anthropogenic land use change facilitates disease emergence by altering the interface between humans and pathogen reservoirs and is hypothesized to drive pathogen evolution. Here, we show a positive association between land use change and the evolution and dispersal of Zaire ebolavirus (EBOV) and Sudan ebolavirus (SUDV). We update the phylogeographies of EBOV and SUDV, which reveal that the most recent common ancestor of EBOV was circulating around 1960 in the forests of what is now the northwestern Democratic Republic of the Congo, while the most recent common ancestor of SUDV was circulating around 1958 in the southern Sudanese savanna. Both landscapes underwent significant anthropogenic fragmentation between 1940 and 1960, associated with specific colonial “schemes,” which substantially altered local human settlement patterns and the surrounding vegetation to support intensive cash crop agriculture. Since these disturbances, landscape fragmentation was spatiotemporally associated with the divergence and dispersal of new variants of both viruses into new ecoregions of Africa. These variants segregated geographically along ecoregion boundaries, resembling a pattern observable for other bat-borne viruses. The amino acid changes which characterized each variant disproportionately involved glycosylation-sensitive amino acids in the surface glycoprotein domain responsible for immune evasion and attachment to host cells, suggesting adaptation to new hosts amidst changing landscapes. Our results show that land use change not only increases the risk of spillover, but also impacts the evolution of viruses themselves.

人为的土地利用变化通过改变人类与病原体宿主之间的界面促进疾病的出现,并被假设为推动病原体进化。在这里,我们显示了土地利用变化与扎伊尔埃博拉病毒(EBOV)和苏丹埃博拉病毒(SUDV)的进化和传播之间的正相关。我们更新了EBOV和SUDV的系统地理学,这表明EBOV最近的共同祖先大约在1960年在现在的刚果民主共和国西北部的森林中传播,而SUDV最近的共同祖先大约在1958年在苏丹南部的稀树草原上传播。在1940年至1960年间,这两个景观都经历了显著的人为破碎化,这与特定的殖民“计划”有关,这些“计划”极大地改变了当地的人类定居模式和周围的植被,以支持集约化的经济作物农业。由于这些干扰,景观破碎化在时空上与这两种病毒的新变种向非洲新生态区域的分化和扩散有关。这些变异沿着生态区域边界在地理上分离,类似于在其他蝙蝠传播的病毒中观察到的模式。每种变异的氨基酸变化不成比例地涉及负责免疫逃避和附着于宿主细胞的表面糖蛋白结构域的糖基化敏感氨基酸,表明在不断变化的环境中适应新的宿主。研究结果表明,土地利用变化不仅增加了病毒外溢的风险,而且影响了病毒自身的进化。
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引用次数: 0
Climatic versus biotic drivers' effect on fitness varies with range size but not position within range in terrestrial plants 在陆生植物中,气候和生物驱动因素对适合度的影响随范围大小而变化,但与范围内的位置无关
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-12-09 DOI: 10.1002/ecm.1640
Allison M. Louthan, Aaron W. Baumgardner, Johan Ehrlén, Johan P. Dahlgren, Alexander K. Loomis, William F. Morris

All populations are affected by multiple environmental drivers, including climatic drivers such as temperature or precipitation and biotic drivers such as herbivory or mutualisms. The relative response of a population to each driver is critical to prioritizing threat mitigation for conservation and to understanding whether climatic or biotic drivers most strongly affect fitness. However, the importance of different drivers can vary dramatically across species and across populations of the same species. Theory suggests that the response to climatic versus biotic drivers can be affected by both the species' fundamental niche breadth and the latitude of the population at which the response is measured. However, we have few tests of how these two factors affect relative response to drivers separately, let alone tests of how niche breadth and latitude together influence responses. Here, we use a meta-analysis of published studies on population response to climatic and biotic drivers in terrestrial plants, combined with estimates of climatic niche breadth and position within climatic niche derived from herbarium records, to show that species' niche breadth is the primary determinant of response to climatic versus biotic drivers. Namely, we find that response to climatic drivers changes only minimally with increasing niche breadth, while response to biotic drivers increases with niche breadth. We see similar relationships when considering range size instead of niche breadth. Surprisingly, we find no effects of latitude on the relative effect of climatic versus biotic drivers. Our work suggests that populations of species with small and large ranges experience similar extirpation risks due to the negative impacts of climate change. By contrast, populations of species with large (but not small) ranges may be highly susceptible to changes in densities or distributions of interacting species.

所有种群都受到多种环境驱动因素的影响,包括温度或降水等气候驱动因素和草食或共生等生物驱动因素。种群对每个驱动因素的相对响应对于优先减轻保护威胁以及了解气候或生物驱动因素是否最强烈地影响适应性至关重要。然而,不同驱动因素的重要性在不同物种和同一物种的不同种群中可能会有很大差异。理论表明,对气候和生物驱动因素的响应可以受到物种基本生态位宽度和测量响应的种群纬度的影响。然而,我们很少测试这两个因素如何分别影响对司机的相对响应,更不用说测试生态位宽度和纬度如何共同影响响应。在此,我们对已发表的陆地植物种群对气候和生物驱动因素的响应研究进行了荟萃分析,并结合植物标本库记录中对气候生态位宽度和气候生态位位置的估计,表明物种的生态位宽度是对气候和生物驱动因素响应的主要决定因素。即,我们发现随着生态位宽度的增加,对气候驱动因素的响应变化最小,而对生物驱动因素的响应随着生态位宽度的增加而增加。在考虑范围大小而不是利基宽度时,我们看到了类似的关系。令人惊讶的是,我们发现纬度对气候和生物驱动因素的相对影响没有影响。我们的研究表明,由于气候变化的负面影响,小范围和大范围的物种种群经历了相似的灭绝风险。相比之下,范围大(但不是小)的物种种群可能极易受到相互作用物种密度或分布变化的影响。
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引用次数: 0
Tree species controls over nitrogen and phosphorus cycling in a wet tropical forest 在潮湿的热带森林中,树种控制着氮和磷的循环
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-12-03 DOI: 10.1002/ecm.1639
Ann E. Russell, Steven J. Hall, Ricardo Bedoya, Stephanie N. Kivlin, Christine V. Hawkes

Wet tropical forests play an important role in the global carbon (C) cycle, but given current rates of land-use change, nitrogen (N) and phosphorus (P) limitation could reduce productivity in regenerating forests in this biome. Whereas the strong controls of climate and parent material over forest recovery are well known, the influence of vegetation can be difficult to determine. We addressed species-specific differences in plant traits and their relationships to ecosystem properties and processes, relevant to N and P supply to regenerating vegetation in experimental plantations in a single site in lowland wet forest in Costa Rica. Single-tree species were planted in a randomized block design, such that climate, soil (an Oxisol), and land-use history were similar for all species. In years 15–25 of the experiment, we measured traits regarding N and P acquisition and use in four native, broad-leaved, evergreen tree species, including differential effects on soil pH, in conjunction with biomass and soil stocks and fluxes of N and P. Carbon biomass stocks increased significantly with increasing soil pH (p = 0.0184, previously reported) as did biomass P stocks (p = 0.0011). Despite large soil N pools, biomass P stocks were weakly dependent on traits associated with N acquisition and use (N2 fixation and leaf C:N, p < 0.09). Mass-balance budgets indicated that soil organic matter (SOM) could supply the N and P accumulated in biomass via the process of SOM mineralization. Secondary soil P pools were weakly correlated with biomass C and P stocks (R = 0.47, p = 0.08) and were large enough to have supplied sufficient P in these rapidly growing plantations, suggesting that alteration of soil pH provided a mechanism for liberation of soil P occluded in organo-mineral soil complexes and thus supply P for plant uptake. These results highlight the importance of considering species' effect on soil pH for restoration projects in highly weathered soils. This study demonstrates mechanisms by which individual species can alter P availability, and thus productivity and C cycling in regenerating humid tropical forests, and the importance of including traits into global models of element cycling.

湿热带森林在全球碳(C)循环中发挥着重要作用,但鉴于目前土地利用变化的速度,氮(N)和磷(P)的限制可能会降低该生物群落中森林再生的生产力。众所周知,气候和母质对森林恢复有很强的控制作用,但植被的影响可能难以确定。我们研究了植物性状的物种特异性差异及其与生态系统特性和过程的关系,这些特性和过程与哥斯达黎加低地湿森林单一地点的实验人工林的氮和磷供应有关。在随机区组设计中种植单树树种,这样所有树种的气候、土壤(Oxisol)和土地利用历史都是相似的。在试验的第15-25年,我们测量了四种阔叶常绿原生树种的氮磷获取和利用特征,包括对土壤pH的差异影响,以及生物量和土壤储量以及N和P的通量。碳生物量储量随着土壤pH的增加而显著增加(P = 0.0184,先前报道),生物量P储量也显著增加(P = 0.0011)。尽管土壤氮库很大,但生物量磷储量对氮获取和利用相关性状(固氮和叶片C:N, P < 0.09)的依赖性较弱。质量平衡预算表明,土壤有机质(SOM)可以通过SOM矿化过程提供生物量中积累的氮和磷。次生土壤磷库与生物量碳和磷储量呈弱相关(R = 0.47, P = 0.08),且足够大,可为快速生长的人工林提供足够的磷,表明土壤pH的改变提供了一种机制,使土壤磷在有机-矿物土壤复复体中被释放,从而为植物吸收提供磷。这些结果强调了在高度风化土壤修复项目中考虑物种对土壤pH值影响的重要性。本研究揭示了单个物种改变湿热带森林再生过程中磷有效性、生产力和碳循环的机制,以及将这些特征纳入全球元素循环模型的重要性。
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引用次数: 0
Increasing variability in resource supply over time disrupts plant–pollinator interactions 随着时间的推移,资源供应的变异性不断增加,破坏了植物与传粉者的相互作用
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-12-03 DOI: 10.1002/ecm.1637
Deanne Redr, Alyssa R. Cirtwill, Riikka Kaartinen, Anna Grunsky, Ian Hogg, Donald McLennan, Claus Rasmussen, Niels Martin Schmidt, Mikko Tiusanen, Johann Wagner, Helena Wirta, Tomas Roslin

Insect–plant interactions are key determinants of plant and insect fitness, providing important ecosystem services around the world—including the Arctic region. Recently, it has been suggested that climate warming causes rifts between flower and pollinator phenology. To what extent the progression of pollinators matches the availability of flowers in the Arctic season is poorly known. In this study, we aimed to characterize the community phenology of flowers and insects in a rapidly changing Arctic environment from a descriptive and functional perspective. To this end, we inferred changes in resource availability from both a plant and an insect point of view, by connecting resource and consumer species through a metaweb of all the plant–insect interactions ever observed at a site. Specifically, we: (1) characterized species-specific phenology among plants and insects at two High-Arctic sites—Cambridge Bay in Nunavut, Canada, and Zackenberg in Northeast Greenland; (2) quantified competition for flowers using sticky flower mimics; (3) used information on plant–pollinator interactions to quantify supply and demand for pollinator services versus flower resources during the summer; and (4) compared patterns observed within a focal summer at each site to patterns of long-term change at Zackenberg, using a 25-year time series of plant flowering and insect phenology. Within summers, we found evidence of a general mismatch between supply and demand. Over the 25-year time series, the number of weeks per summer when resource supply fell below a standardized threshold increased significantly over time. In addition, variation in resource availability increased significantly over years. We suggest that the number of resource-poor weeks per year is increasing and becoming less predictable in the High Arctic. This will have important implications for plant pollination, pollinator fitness, and the future of the Arctic ecosystem, as both plants and their pollinators are faced with widening resource gaps.

昆虫与植物的相互作用是植物和昆虫适合度的关键决定因素,在世界各地(包括北极地区)提供重要的生态系统服务。最近,有人提出,气候变暖导致了花和传粉者物候之间的裂痕。在多大程度上,传粉媒介的进展与北极季节的花卉供应相匹配,目前尚不清楚。在这项研究中,我们旨在从描述和功能的角度来描述快速变化的北极环境中花和昆虫的群落物候特征。为此,我们从植物和昆虫的角度推断资源可用性的变化,通过在一个地点观察到的所有植物-昆虫相互作用的元网络将资源和消费物种联系起来。具体而言,我们:(1)在加拿大努纳武特(Nunavut)的剑桥湾(cambridge Bay)和格陵兰岛东北部的扎肯伯格(Zackenberg)这两个高北极地点对植物和昆虫的物种特异性物候进行了研究;(2)利用粘花模拟物对花卉进行量化竞争;(3)利用植物-传粉媒介相互作用信息,量化夏季传粉媒介服务与花卉资源的供需关系;(4)利用25年植物开花和昆虫物候的时间序列,将每个站点在焦点夏季观测到的模式与Zackenberg的长期变化模式进行了比较。在夏季,我们发现了供应和需求之间普遍不匹配的证据。在25年的时间序列中,每年夏季资源供应低于标准化阈值的周数随着时间的推移而显著增加。此外,多年来资源可用性的变化显著增加。我们认为,在高北极地区,每年资源贫乏周的数量正在增加,并且变得越来越难以预测。这将对植物授粉、传粉者适应性和北极生态系统的未来产生重要影响,因为植物及其传粉者都面临着不断扩大的资源缺口。
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引用次数: 0
Partitioning species contributions to ecological stability in disturbed communities 划分物种对受干扰群落生态稳定性的贡献
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-11-25 DOI: 10.1002/ecm.1636
Charlotte Kunze, Dominik Bahlburg, Pablo Urrutia-Cordero, Maren Striebel, Egle Kelpsiene, Silke Langenheder, Ian Donohue, Helmut Hillebrand

Ecosystems worldwide are experiencing a range of natural and anthropogenic disturbances, many of which are intensifying as global change accelerates. Ecological responses to those disturbances are determined by both the vulnerabilities of species and their interspecific interactions. Understanding how individual species contribute to the (in-)stability of an aggregated community property, or function, is fundamental to ecological management and conservation. Here, we present a framework to identify species contributions to stability based on their absolute and relative responses to disturbances. Using simulations, we show that these two dimensions enable identification of (de-)stabilizing species and reveal that competitive dominance determines the magnitude of both absolute and relative contributions to stability. Applying our framework to empirical data from a multi-site mesocosm experiment showed that species contributions varied among treatments, sites, and seasons. Despite this dependency on both biotic and abiotic contexts, species contributions were generally constrained by their relative dominance in undisturbed conditions. Rare species contributed positively to stability, while dominant species contributed negatively, indicating compensatory dynamics. Our framework offers an important step toward a more mechanistic understanding of ecological stability based on species performance.

全球生态系统正在经历一系列自然和人为干扰,其中许多干扰随着全球变化的加速而加剧。物种的脆弱性及其种间相互作用决定了生态对这些干扰的反应。了解单个物种如何促进群落总体属性或功能的(不)稳定性,是生态管理和保护的基础。在此,我们提出了一个框架,根据物种对干扰的绝对和相对反应来确定物种对稳定性的贡献。通过模拟,我们表明这两个维度能够识别(去)稳定的物种,并揭示竞争优势决定了对稳定性的绝对和相对贡献的大小。将我们的框架应用于多地点中观实验的经验数据显示,不同处理、不同地点和不同季节的物种贡献各不相同。尽管这取决于生物和非生物环境,但物种的贡献通常受制于它们在未受干扰条件下的相对优势。稀有物种对稳定性起积极作用,而优势物种则起消极作用,这表明存在补偿动态。我们的框架为基于物种表现对生态稳定性进行更机制化的理解迈出了重要一步。
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引用次数: 0
Land-use changes influence climate resilience through altered population demography in a social insect 土地利用变化通过改变社会昆虫的人口结构影响气候适应能力
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-11-22 DOI: 10.1002/ecm.1638
Shih-Fan Chan, Dustin R. Rubenstein, Tsung-Wei Wang, Ying-Yu Chen, I-Ching Chen, Dong-Zheng Ni, Wei-Kai Shih, Sheng-Feng Shen

Biodiversity is threatened by both climate and land-use change. However, the synergistic impacts of these stressors and the underlying mechanisms remain poorly understood. This study seeks to bridge this knowledge gap by testing two competing hypotheses regarding the concept of the realized thermal niche. The Fixed Niche Breadth hypothesis suggests that a species' thermal niche remains constant despite fluctuations in population density resulting from land-use changes. This hypothesis links habitat loss directly to a reduced availability of suitable climate. Conversely, the Habitat Loss-Allee Effect hypothesis posits that land-use changes narrow the realized thermal niche by lowering population densities, which impairs individual fitness in unfavorable temperatures due to the Allee effect—the positive impact of higher population density on individual fitness. To investigate these hypotheses, we developed an individual-based model that integrates the Allee effect to examine how climate and land-use changes affect population density and the thermal niche in social organisms. We empirically tested our model predictions by studying the distribution and cooperative behavior of burying beetles (Nicrophorus nepalensis), which compete with blowflies for carrion resources, along two elevational gradients in Taiwan. These gradients serve as temperature gradients, one in an intact forest and the other in a human-altered landscape with substantial forest loss. Our results support the model predictions and show that landscape forest loss reduces beetle population densities and disrupts their dispersal dynamics, resulting in smaller cooperative groups. This, in turn, limits the beetles' ability to compete with blowflies in warmer environments, resulting in a contraction of the realized thermal niche. Together, our findings support the Habitat Loss-Allee Effect hypothesis while rejecting the Fixed Niche Breadth hypothesis. By highlighting the effects of habitat loss and fragmentation on both intra- and interspecific social interactions, our study improves understanding of species' vulnerability to the combined threats of climate and land-use change. Ultimately, our results underscore the importance of considering the demographic and behavioral consequences of land-use change when assessing species' vulnerability to climate-land-use synergies.

生物多样性受到气候和土地利用变化的双重威胁。然而,人们对这些压力因素的协同影响及其内在机制仍然知之甚少。本研究试图通过检验有关已实现的热生态位概念的两个相互竞争的假说来弥补这一知识空白。固定壁龛广度假说认为,尽管土地利用变化导致种群密度波动,但物种的热壁龛仍保持不变。这一假说将栖息地丧失与适宜气候的减少直接联系起来。与此相反,栖息地丧失-阿利效应假说认为,土地利用的变化会降低种群密度,从而缩小已实现的热生态位,由于阿利效应(较高的种群密度对个体适应性的积极影响),在不利的温度条件下会损害个体适应性。为了研究这些假设,我们开发了一个基于个体的模型,该模型综合了阿利效应,以研究气候和土地利用变化如何影响社会生物的种群密度和热生态位。我们通过研究埋甲虫(Nicrophorus nepalensis)在台湾两个海拔梯度上的分布和合作行为,检验了我们的模型预测。这两个梯度是温度梯度,一个位于完整的森林中,另一个位于森林大量消失的人为改变的地貌中。我们的研究结果支持模型的预测,并表明景观森林的消失降低了甲虫的种群密度,破坏了它们的扩散动态,导致合作群体的规模变小。这反过来又限制了甲虫在温暖环境中与吹蝇竞争的能力,导致实现的热生态位收缩。总之,我们的研究结果支持了 "栖息地丧失-近亲效应 "假说,同时否定了 "固定壁龛广度 "假说。通过强调栖息地丧失和破碎化对种内和种间社会互动的影响,我们的研究加深了人们对物种在气候和土地利用变化共同威胁下脆弱性的理解。最终,我们的研究结果强调了在评估物种对气候-土地利用协同作用的脆弱性时,考虑土地利用变化的人口和行为后果的重要性。
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引用次数: 0
The primacy of density-mediated indirect effects in a community of wolves, elk, and aspen 狼、麋鹿和杨树群落中以密度为中介的间接效应的重要性
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-10-23 DOI: 10.1002/ecm.1627
Elaine M. Brice, Eric J. Larsen, Daniel R. Stahler, Daniel R. MacNulty

The removal or addition of a predator in an ecosystem can trigger a trophic cascade, whereby the predator indirectly influences plants and/or abiotic processes via direct effects on its herbivore prey. A trophic cascade can operate through a density-mediated indirect effect (DMIE), where the predator reduces herbivore density via predation, and/or through a trait-mediated indirect effect (TMIE), where the predator induces an herbivore trait response that modifies the herbivore's effect on plants. Manipulative experiments suggest that TMIEs are an equivalent or more important driver of trophic cascades than are DMIEs. Whether this applies generally in nature is uncertain because few studies have directly compared the magnitudes of TMIEs and DMIEs on natural unmanipulated field patterns. A TMIE is often invoked to explain the textbook trophic cascade involving wolves (Canis lupus), elk (Cervus canadensis), and aspen (Populus tremuloides) in northern Yellowstone National Park. This hypothesis posits that wolves indirectly increase recruitment of young aspen into the overstory primarily through reduced elk browsing in response to spatial variation in wolf predation risk rather than through reduced elk population density. To test this hypothesis, we compared the effects of spatiotemporal variation in wolf predation risk and temporal variation in elk population density on unmanipulated patterns of browsing and recruitment of young aspen across 113 aspen stands over a 21-year period (1999–2019) in northern Yellowstone National Park. Only 2 of 10 indices of wolf predation risk had statistically meaningful effects on browsing and recruitment of young aspen, and these effects were 8–28 times weaker than the effect of elk density. To the extent that temporal variation in elk density was attributable to wolf predation, our results suggest that the wolf–elk–aspen trophic cascade was primarily density-mediated rather than trait-mediated. This aligns with the alternative hypothesis that wolves and other actively hunting predators with broad habitat domains cause DMIEs to dominate whenever prey, such as elk, also have a broad habitat domain. For at least this type of predator–prey community, our study suggests that risk-induced trait responses can be abstracted or ignored while still achieving an accurate understanding of trophic cascades.

生态系统中捕食者的移除或增加会引发营养级联,捕食者通过对其食草动物猎物的直接影响间接影响植物和/或非生物过程。营养级联可以通过密度介导的间接效应(DMIE)和/或性状介导的间接效应(TMIE)发挥作用,前者是指捕食者通过捕食降低食草动物的密度,后者是指捕食者诱发食草动物的性状反应,从而改变食草动物对植物的影响。人工实验表明,TMIE 与 DMIE 相比,是营养级联的同等或更重要的驱动力。这种情况是否普遍适用于自然界还不确定,因为很少有研究直接比较 TMIE 和 DMIE 对自然界未受操纵的田野模式的影响程度。人们经常引用 TMIE 来解释黄石国家公园北部涉及狼(Canis lupus)、麋鹿(Cervus canadensis)和杨树(Populus tremuloides)的教科书式营养级联。这一假说认为,狼主要通过减少麋鹿的啃食来间接增加杨树幼苗进入上层林木的数量,以应对狼捕食风险的空间变化,而不是通过降低麋鹿的种群密度。为了验证这一假设,我们比较了狼捕食风险的时空变化和麋鹿种群密度的时空变化对黄石国家公园北部 113 个杨树林区 21 年间(1999-2019 年)未受人为干预的杨树幼树浏览和吸收模式的影响。在 10 个狼捕食风险指数中,只有 2 个指数对杨树幼树的啃食和吸收有统计学意义的影响,这些影响比麋鹿密度的影响弱 8-28 倍。如果麋鹿密度的时间变化可归因于狼的捕食,那么我们的结果表明,狼-麋鹿-杨树的营养级联主要是密度介导的,而不是性状介导的。这与另一种假设相吻合,即狼和其他积极捕猎的捕食者具有广阔的栖息地领域,当猎物(如麋鹿)也具有广阔的栖息地领域时,DMIEs就会占据主导地位。至少对于这类捕食者-猎物群落,我们的研究表明,风险诱导的性状反应可以被抽象或忽略,同时仍然可以准确地理解营养级联。
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引用次数: 0
Climate and management changes over 40 years drove more stress-tolerant and less ruderal weed communities in vineyards 40 年来的气候和管理变化促使葡萄园中的杂草群落更耐压、更稀疏
IF 7.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-10-23 DOI: 10.1002/ecm.1631
Marie-Charlotte Bopp, Elena Kazakou, Aurélie Metay, Jacques Maillet, Marie-Claude Quidoz, Léa Genty, Guillaume Fried

Spontaneous plant communities have undergone considerable constraints due to human-mediated changes. Understanding how plant communities are shifting in response to land management and climate changes is necessary to predict future ecosystem functioning and improve the resilience of managed ecosystems, such as agroecosystems. Using Mediterranean weed communities as models of managed plant communities in a climate change hotspot, we quantified the extent to which they have shifted from the 1980s to the 2020s in response to climate and management changes in vineyards. The weed communities of the same 40 vineyards in the Montpellier region were surveyed using the same protocol in spring, summer, and autumn, for two years, with a 40-year interval (1978–1979 vs. 2020–2021). In four decades, the annual range of temperatures (i.e., the difference between the warmest month's and the coldest month's mean temperatures) increased by 1.2°C and the summer temperatures by 2°C. Weed management diversified over time with the adoption of mowing that replaced the chemical weeding of interrows. Chemical weeding is now mostly limited to the area under the row. Current weed communities were 41% more abundant, 24% more diverse, and with a less even distribution of abundance across species than the 1980s communities at the vineyard level. Modern communities were composed of more annual species (57% of annual species in the 1980s vs. 80% in the 2020s) with lower community-weighted seed mass and were composed of fewer C4 species. They had higher community-weighted specific leaf area, higher leaf dry matter content, and lower leaf area than the 1980s weed communities. At the community level, the onset of flowering was earlier and the duration of flowering was longer in the 2020s. Climate change induced more stress-tolerant communities in the 2020s while the diversification of weed management practices favored less ruderal communities. This study shows that plant communities are shifting in response to climate change and that land management is a strong lever for action to model more diverse and eventually more desirable weed communities in the future.

自生植物群落因人类促成的变化而受到相当大的限制。要预测未来生态系统的功能并提高农业生态系统等受管理生态系统的恢复能力,就必须了解植物群落是如何随着土地管理和气候变化而变化的。我们利用地中海杂草群落作为气候变化热点地区受管理植物群落的模型,量化了从 20 世纪 80 年代到 2020 年代葡萄园杂草群落随气候和管理变化而发生变化的程度。我们在蒙彼利埃地区同样的 40 个葡萄园的杂草群落中,采用相同的方法进行了为期两年的春、夏、秋三季调查,时间间隔为 40 年(1978-1979 年与 2020-2021 年)。四十年间,年温差(即最热月份与最冷月份平均温度之差)增加了 1.2°C,夏季温度增加了 2°C。随着时间的推移,杂草管理逐渐多样化,除草取代了间伐的化学除草。化学除草现在主要限于行下区域。与 20 世纪 80 年代葡萄园层面的杂草群落相比,现在的杂草群落数量增加了 41%,种类增加了 24%,不同物种之间的数量分布不够均匀。现代群落由更多的一年生物种组成(20 世纪 80 年代一年生物种占 57%,而 20 世纪 20 年代一年生物种占 80%),群落加权种子质量较低,由较少的 C4 物种组成。与 20 世纪 80 年代的杂草群落相比,它们具有更高的群落加权比叶面积、更高的叶干物质含量和更低的叶面积。在群落层面上,2020 年代杂草的始花期更早,花期更长。气候变化使 2020 年代的群落更具抗逆性,而杂草管理方法的多样化则使群落的粗放性降低。这项研究表明,植物群落正在随着气候变化而变化,而土地管理是一种强有力的行动杠杆,可以在未来塑造更多样化、最终更理想的杂草群落。
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Ecological Monographs
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