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Drivers of amphibian species richness in European ponds
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-24 DOI: 10.1111/ecog.07347
Alejandro López-de Sancha, Lluís Benejam, Dani Boix, Lars Briggs, Maria Cuenca-Cambronero, Thomas A. Davidson, Luc De Meester, Julie C. Fahy, Pieter Lemmens, Beatriz Martin, Thomas Mehner, Beat Oertli, Marzenna Rasmussen, Helen M. Greaves, Carl Sayer, Meryem Beklioğlu, Rein Brys, Sandra Brucet
Amphibians are commonly occurring inhabitants of most lentic freshwater ecosystems, yet their global populations are in alarming decline. Ponds in particular play a crucial role in supporting amphibian biodiversity. In this study, we identified the main drivers influencing amphibian species richness by conducting a comprehensive ecological characterization in 201 ponds across seven European countries spanning a large latitudinal and longitudinal gradient. The amphibian species richness in each of these ponds was assessed using environmental DNA metabarcoding on water samples. The relative influence of climatic, local abiotic and biotic, and land use variables on variation in species richness across ponds was quantified using boosted regression trees. Our results suggest that local factors, particularly chlorophyll-a concentration, but also pond area and depth, are the main drivers of amphibian richness, together with climatic variables such as annual mean precipitation and temperature. The highest richness was observed in low-nutrient, fishless, intermediate-sized, shallow ponds, located in warmer regions with higher precipitation rates. These potential drivers of amphibian richness should be considered in the planning and implementation of amphibian conservation and management actions.
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引用次数: 0
Resource redistribution mediated by hydrological connectivity modulates vegetation response to aridification in drylands 水文连通性介导的资源再分配调节旱地植被对干旱化的响应
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-21 DOI: 10.1111/ecog.07650
Borja Rodríguez-Lozano, Emilio Rodríguez-Caballero, and Yolanda Cantón
Water scarcity poses a significant life constraint in global drylands that determines species adaptations and mosaic of exposed bare areas and vegetation patches. Runoff-water redistribution resulting from this spatial configuration has been suggested as a key process controlling water availability for vegetation and ecosystem functioning. However, the potential of this process to ameliorate the negative impacts of aridification in drylands remains unclear, and there is no empirical evidence of its relevance on natural ecosystems under different levels of aridity and disturbance regimes. To address this gap, we analysed temporal series of the normalized vegetation index (NDVI, a proxy of vegetation functioning) along a regional aridity–disturbance gradient under current and future climatic conditions. We found that mean NDVI increases in areas of runoff water accumulation (calculated using a water redistribution index) until a certain threshold, above which vegetation patches are not able to retain extra runoff water. Once thresholds were identified, we analysed the role of water redistribution on vegetation dynamics by analysing temporal series of monthly NDVI in a space–for–time substitution approach. The obtained results provided further evidence of the runoff water redistribution on vegetation, triggering a positive feedback between water accumulation and vegetation growth. Results obtained by the combination of the obtained model with climatic data from the 6th IPCC report suggest that this feedback could ameliorate the expected negative effects of aridification in drylands. However, this effect is partially counterbalanced in scenarios of high human disturbance and in areas where vegetation is not able to trap and retain the extra amount of resources given by runoff. Overall, our results provide empirical evidence of the relevance of runoff redistribution as a key process linking vegetation patterns to climate resistance in drylands that underscores its importance in the analysis and modelling of drylands' responses to aridification.
水资源短缺对全球旱地的生命构成了重大制约,它决定了物种的适应以及裸露区域和植被斑块的镶嵌。这种空间配置导致的径流-水再分配被认为是控制植被和生态系统功能水分有效性的关键过程。然而,这一过程在改善旱地干旱化负面影响方面的潜力仍不清楚,并且没有经验证据表明它与不同程度的干旱和干扰制度下的自然生态系统的相关性。为了解决这一差距,我们分析了当前和未来气候条件下,标准化植被指数(NDVI,植被功能的代表)沿区域干旱扰动梯度的时间序列。我们发现,径流水积累区(使用水再分配指数计算)的平均NDVI增加,直到某个阈值,超过该阈值,植被斑块无法保留额外的径流水。一旦确定了阈值,我们通过分析月NDVI的时间序列,采用时空替代方法分析了水分再分配对植被动态的作用。研究结果进一步证明了径流水分对植被的再分配,引发了水分积累与植被生长之间的正反馈关系。将所获得的模型与IPCC第6次报告中的气候数据相结合得到的结果表明,这种反馈可以改善旱地干旱化的预期负面影响。然而,在高度人为干扰的情况下,以及在植被无法捕获和保留径流提供的额外资源的地区,这种影响被部分抵消。总体而言,我们的研究结果提供了径流再分配相关性的经验证据,表明径流再分配是旱地植被模式与气候抗性联系起来的关键过程,强调了径流再分配在旱地干旱化响应分析和建模中的重要性。
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引用次数: 0
Deep-sea food-web structure at South Sandwich Islands (Southern Ocean): net primary production as a main driver for interannual changes 南桑威奇群岛(南大洋)的深海食物网结构:净初级产量作为年际变化的主要驱动力
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-21 DOI: 10.1111/ecog.07263
José P. Queirós, Philip R. Hollyman, Paco Bustamante, Diana Vaz, Mark Belchier, José C. Xavier
Food-webs are a major component of ecosystems and determinant for their functioning and structure. The food chain length (FCL) is a key feature of food-webs and it is crucial for the resistance of the community to external stressors. The Southern Ocean (SO) food-web is known for being short and dominated by an Antarctic krill Euphausia superba surplus, though recent studies proved the existence of different pathways. However, previous studies focused on the pelagic realm, with the deep-sea and benthopelagic coupling remaining poorly understood. Using stable isotopes of δ13C and δ15N in muscle from individuals collected during toothfish fishing seasons 2020, 2021 and 2022, we 1) studied the bathyal food-web structure at South Sandwich Islands; 2) evaluated the interannual variability of FCL; and 3) tested which FCL hypothesis better explains the variability at the SO deep-sea. Our results show that this food-web is composed of five trophic levels with both Patagonian Dissostichus eleginoides and Antarctic Dissostichus mawsoni toothfish as top predators. The 4th and 5th trophic levels are mostly composed of fish, while in the 3rd trophic level we mainly found cephalopods and crustaceans. The benthopelagic coupling occurs at different trophic levels, though mostly between the 3rd and 4th trophic level. The FCL varied between years, being in 2022 0.30 trophic levels shorter than in 2020. Our results suggest that food-webs including a benthic component are longer than pelagic and coastal SO food-webs. The FCL is positively related with net primary productivity, supporting that the productivity hypothesis explains the variability in FCL in SO bathyal food-webs in slope and seamount areas. With climate change, the productivity in the SO is expected to increase which will increase the length of the food-web. This change will affect the structure of the ecosystem, increasing assimilation losses, exposure to biomagnifying contaminants and changing nutrient cycles.
食物网是生态系统的一个主要组成部分,是生态系统功能和结构的决定因素。食物链长度(FCL)是食物网的一个重要特征,它对群落抵御外界压力至关重要。众所周知,南大洋(SO)的食物网很短,由南极磷虾(Euphausia superba)过剩主导,尽管最近的研究证明了不同途径的存在。然而,以往的研究主要集中在远洋领域,对深海和底栖的耦合仍然知之甚少。利用2020年、2021年和2022年齿鱼捕捞季节采集的个体肌肉中δ13C和δ15N的稳定同位素,研究了南桑威齐群岛的深海食物网结构;2)评估了FCL的年际变化;3)检验哪种FCL假说能更好地解释SO深海的变化。研究结果表明,该食物网由5个营养级组成,其中巴塔哥尼亚的eleginoides和南极的mawsoni Dissostichus齿鱼都是顶级捕食者。第4和第5营养层以鱼类为主,第3营养层以头足类和甲壳类为主。底栖耦合发生在不同的营养水平,但主要发生在第3和第4营养水平之间。FCL在不同年份有所不同,2022年比2020年短0.30个营养级。我们的研究结果表明,包括底栖生物成分的食物网比远洋和沿海SO食物网更长。FCL与净初级生产力呈正相关,支持生产力假说解释斜坡和海底山区深海食物网FCL的变化。随着气候变化,SO的生产力预计会增加,这将增加食物网的长度。这种变化将影响生态系统的结构,增加同化损失,暴露于生物放大污染物和改变营养循环。
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引用次数: 0
Testing the abundant centre hypothesis in a seabird: higher energy expenditure at the wintering range centre does not reduce reproductive success 在海鸟身上验证了“丰富中心假说”:越冬区中心较高的能量消耗并不会降低繁殖成功率
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-21 DOI: 10.1111/ecog.07498
Don-Jean Léandri-Breton, Kyle H. Elliott, Arnaud Tarroux, Pierre Legagneux, William Jouanneau, Françoise Amélineau, Frédéric Angelier, Pierre Blévin, Vegard Sandøy Bråthen, Per Fauchald, Geir W. Gabrielsen, Aurélie Goutte, Sabrina Tartu, Børge Moe, Olivier Chastel
Understanding variation in animal distributions is a central and challenging question in ecology that has become particularly critical in the context of global environmental changes. While distributions are often studied for resident or breeding species, species range limits are equally important for migratory species in winter when population regulation may occur due to limited resources in the non-breeding season. A central hypothesis in several theories is that the density, fitness and performance of individuals decrease towards the edge of the range as organisms become maladapted when approaching the limit of their environmental tolerance (‘abundant centre hypothesis'). Energy is a critical resource, especially in winter when environmental conditions deteriorate, and this hypothesis predicts that high energy expenditure (low performance) at the range limit would lead to rapidly dwindling body mass and reduced fitness. We investigated this hypothesis in an Arctic-breeding seabird wintering in the North Atlantic, the black-legged kittiwake Rissa tridactyla. From 2008 to 2019, we tracked 117 adult kittiwakes (n = 176 tracks) with geolocation devices and saltwater immersion sensors to estimate the migratory strategies, time–activity budget and energy expenditure of individuals during winter, and estimated their reproductive success after their return to the colony during summer. Population density was indeed higher towards the centre of the range. However, contrary to the predictions, the energy expenditure of individuals was higher at the centre of the range and decreased towards the edge. In contrast, there were no spatial differences in the reproductive success of individuals wintering at the centre versus at the edge of their range. We conclude that performance and fitness did not increase towards the centre of the wintering range, implying that although resource acquisition was likely higher at the abundant centre, energy expenditure was also higher, so that individual fitness was constant across the winter range.
了解动物分布的变化是生态学中的一个核心和具有挑战性的问题,在全球环境变化的背景下变得尤为重要。虽然经常研究留种或繁殖物种的分布,但在冬季,由于非繁殖季节资源有限,可能会发生种群调节,物种范围限制对迁徙物种也同样重要。几个理论中的一个中心假设是,当生物体在接近其环境耐受极限时变得不适应时,个体的密度、适应度和表现会向范围的边缘下降(“丰富中心假设”)。能量是一种至关重要的资源,特别是在环境条件恶化的冬季,这一假设预测,在极限范围内的高能量消耗(低性能)将导致体重迅速下降和健康下降。我们在北大西洋越冬的一种北极繁殖海鸟——黑腿三趾鸥Rissa tridactyla身上研究了这一假设。从2008年到2019年,我们用地理定位装置和盐水浸入传感器跟踪了117只成年三趾鸥(n = 176只),估计了它们在冬季的迁徙策略、时间活动预算和能量消耗,并估计了它们在夏季返回种群后的繁殖成功率。人口密度确实在区域中心较高。然而,与预测相反,个体的能量消耗在范围的中心较高,并向边缘下降。相比之下,在中心和边缘过冬的个体在繁殖成功率上没有空间差异。我们得出的结论是,表现和适应度并没有向越冬范围的中心增加,这意味着尽管在资源丰富的中心,资源获取可能更高,但能量消耗也更高,因此个体适应度在整个越冬范围内是恒定的。
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引用次数: 0
Lagged climate-driven range shifts at species' leading, but not trailing, range edges revealed by multispecies seed addition experiment 多物种种子添加实验揭示了物种分布前缘(而非后缘)受气候驱动的滞后分布变化
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-14 DOI: 10.1111/ecog.07331
Katie J. A. Goodwin, Nathalie I. Chardon, Kavya Pradhan, Janneke Hille Ris Lambers, Amy L. Angert
Climate change is causing many species' ranges to shift upslope to higher elevations as species track their climatic requirements. However, many species have not shifted in pace with recent warming (i.e. ‘range stasis'), possibly due to demographic lags or microclimatic buffering. The ‘lagged-response hypothesis' posits that range stasis disguises an underlying climatic sensitivity if range shifts lag the velocity of climate change due to slow colonization (i.e. colonization credits) or mortality (i.e. extinction debt). Alternatively, the ‘microclimatic buffering hypothesis' proposes that small-scale variation within the landscape, such as canopy cover, creates patches of suitable habitat within otherwise unsuitable macroclimates that create climate refugia and buffer range contractions. We simultaneously test both hypotheses by combining a large seed addition experiment of 25 plant species across macro- and micro-scale climate gradients with adult occurrence records to compare patterns of seedling recruitment relative to adult ranges and microclimate in the North Cascades, USA. Despite high species-to-species variability in recruitment, community-level patterns monitored for five years supported the lagged response hypothesis, with a mismatch between where seedlings recruit versus adults occur. On average, the seedling recruitment optimum shifted from the adult climatic range centre to historically cooler, wetter regions and many species recruited beyond their cold (e.g. leading) range edge. Meanwhile, successful recruitment occurred at warm and dry edges, despite recent climate change, suggesting that macroclimatic effects on recruitment do not drive trailing range dynamics. We did not detect evidence of microclimatic buffering due to canopy cover in recruitment patterns. Combined, our results suggest apparent range stasis in our system is a lagged response to climate change at the cool ends of species ranges, with range expansions likely to occur slowly or in a punctuated fashion.
气候变化正在导致许多物种的活动范围上移到更高的海拔,因为物种会追踪它们的气候需求。然而,可能由于人口统计学滞后或小气候缓冲作用,许多物种并没有随着最近的变暖而变化(即“范围停滞”)。“滞后反应假说”认为,如果由于缓慢的殖民化(即殖民化信用)或死亡率(即灭绝债务)导致范围变化滞后于气候变化的速度,则范围停滞掩盖了潜在的气候敏感性。另外,“小气候缓冲假说”提出,景观中的小尺度变化,如冠层覆盖,在不合适的大气候中创造了适合的栖息地,从而创造了气候避难所和缓冲范围收缩。我们通过将25种植物在宏观和微观尺度气候梯度下的大型种子添加实验与成虫发生记录相结合,同时验证了这两种假设,以比较美国北Cascades成虫范围和小气候下幼苗招募的模式。尽管物种间的招募差异很大,但监测了五年的社区水平模式支持了滞后反应假说,即幼苗与成虫的招募不匹配。平均而言,幼苗招募的最佳位置从成虫气候范围中心转移到历史上更冷、更潮湿的地区,许多物种的招募超出了其寒冷(例如领先)范围的边缘。与此同时,尽管最近气候发生了变化,但在温暖和干燥的边缘地区仍有成功的招募,这表明宏观气候对招募的影响并不会驱动尾缘动态。我们没有发现由于树冠覆盖导致的小气候缓冲的证据。综上所述,我们的研究结果表明,我们的系统中明显的范围停滞是物种范围较冷的一端对气候变化的滞后反应,范围的扩张可能缓慢或断断续续地发生。
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引用次数: 0
Integrating food webs in species distribution models can improve ecological niche estimation and predictions 将食物网整合到物种分布模型中可以改善生态位的估计和预测
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-14 DOI: 10.1111/ecog.07546
Giovanni Poggiato, Jérémy Andréoletti, Laura J. Pollock, Wilfried Thuiller
Biotic interactions play a fundamental role in shaping multitrophic species communities, yet incorporating these interactions into species distribution models (SDMs) remains challenging. With the growing availability of species interaction networks, it is now feasible to integrate these interactions into SDMs for more comprehensive predictions. Here, we propose a novel framework that combines trophic interaction networks with Bayesian structural equation models, enabling each species to be modeled based on its interactions with predators or prey alongside environmental factors. This framework addresses issues of multicollinearity and error propagation, making it possible to predict species distributions in unobserved locations or under future environmental conditions, even when prey or predator distributions are unknown. We tested and validated our framework on realistic simulated communities spanning different theoretical models and ecological setups. scenarios. Our approach significantly improved the estimation of both potential and realized niches compared to single SDMs, with mean performance gains of 8% and 6%, respectively. These improvements were especially notable for species strongly regulated by biotic factors, thereby enhancing model predictive accuracy. Our framework supports integration with various SDM extensions, such as occupancy and integrated models, offering flexibility and adaptability for future developments. While not a universal solution that consistently outperforms single SDMs, our approach provides a valuable new tool for modeling multitrophic community distributions when biotic interactions are known or assumed.
生物相互作用在形成多营养物种群落中起着重要作用,但将这些相互作用纳入物种分布模型(SDMs)仍然具有挑战性。随着物种相互作用网络的不断增加,将这些相互作用整合到sdm中以进行更全面的预测是可行的。在这里,我们提出了一个新的框架,将营养相互作用网络与贝叶斯结构方程模型相结合,使每个物种能够根据其与捕食者或猎物的相互作用以及环境因素进行建模。该框架解决了多重共线性和误差传播问题,使得在未观察到的位置或未来环境条件下预测物种分布成为可能,即使猎物或捕食者的分布是未知的。我们在跨越不同理论模型和生态设置的现实模拟社区中测试和验证了我们的框架。场景。与单一sdm相比,我们的方法显著提高了对潜在和已实现利基的估计,平均性能分别提高了8%和6%。这些改进对于受生物因素强烈调节的物种尤其显著,从而提高了模型的预测准确性。我们的框架支持与各种SDM扩展的集成,例如占用和集成模型,为未来的发展提供灵活性和适应性。虽然不是一个普遍的解决方案,始终优于单一sdm,我们的方法提供了一个有价值的新工具,当生物相互作用是已知或假设的建模多营养群落分布。
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引用次数: 0
Evaluating migration hypotheses for the extinct Glyptotherium using ecological niche modeling 利用生态位建模评估已灭绝的 Glyptotherium 的迁移假说
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2025-01-14 DOI: 10.1111/ecog.07499
Katherine M. Magoulick, Erin E. Saupe, Alexander Farnsworth, Paul J. Valdes, Charles R. Marshall
The formation of the Isthmus of Panama allowed for migrations between the once separated continents of North and South America. This led to one of the greatest documented interchanges of biota in Earth history, wherein an array of species across many groups migrated between the continents. Glyptotherium, a giant extinct armadillo‐like grazer, is an example of a taxon that likely originated in South America and migrated to North America. Here we use Ecological niche modeling to test the extent of suitable conditions for Glyptotherium in Central America and surrounding regions during the intervals when the taxon is thought to have dispersed, allowing for assessment of plausible migration routes and the hypothesis that the genus migrated from North America back to South America during the Rancholabrean (14 000–240 000 years ago). Our niche modeling results show suitable abiotic conditions for Glyptotherium in Central America and the surrounding area throughout the Plio‐Pleistocene, with western South America (the ‘high road') suggested as their ancestors' route northwards. Depending on the extent of suitable conditions, it may have been possible for Glyptotherium to return to South America during the Rancholabrean. The results support previous hypotheses that the range of Glyptotherium was constrained by the need for warm, wet environments.
巴拿马地峡的形成,使曾经分离的南北美洲大陆得以迁徙。这导致了地球历史上有据可查的最大规模的生物群落交流,许多类群的一系列物种在大陆之间迁徙。已灭绝的巨型犰狳类食草动物 Glyptotherium 就是一个很可能起源于南美洲并迁移到北美洲的类群的例子。在这里,我们利用生态位建模来检验中美洲及周边地区在该类群被认为扩散期间适合Glyptotherium生存的条件范围,从而评估合理的迁徙路线,并提出该类群在Rancholabrean时期(14 000-240 000年前)从北美洲迁徙回南美洲的假说。我们的生态位建模结果显示,在整个上新世-更新世期间,中美洲及其周边地区的非生物条件适合 Glyptotherium 的生存,南美洲西部("高路")被认为是其祖先向北迁移的路线。根据适宜条件的范围,Glyptotherium 有可能在兰科拉布雷期返回南美洲。这些结果支持了之前的假设,即 Glyptotherium 的分布范围受到了温暖、潮湿环境的限制。
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引用次数: 0
Macroecological patterns of rodent population dynamics shaped by bioclimatic gradients 生物气候梯度塑造的啮齿动物种群动态的宏观生态格局
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-12-27 DOI: 10.1111/ecog.07058
Eeva M. Soininen, Magnus Magnusson, Jane U. Jepsen, Nina E. Eide, Nigel G. Yoccoz, Anders Angerbjörn, Jo Inge Breisjøberget, Frauke Ecke, Dorothee Ehrich, Erik Framstad, Heikki Henttonen, Birger Hörnfeldt, Siw Killengreen, Johan Olofsson, Lauri Oksanen, Tarja Oksanen, Ole Einar Tveito, Rolf A. Ims
Long‐term studies of cyclic rodent populations have contributed fundamentally to the development of population ecology. Pioneering rodent studies have shown macroecological patterns of population dynamics in relation to latitude and have inspired similar studies in several other taxa. Nevertheless, such studies have not been able to disentangle the role of different environmental variables in shaping the macroecological patterns. We collected rodent time‐series from 26 locations spanning 10 latitudinal degrees in the tundra biome of Fennoscandia and assessed how population dynamics characteristics of the most prevalent species varied with latitude and environmental variables. While we found no relationship between latitude and population cycle peak interval, other characteristics of population dynamics showed latitudinal patterns. The environmental predictor variables provided insight into causes of these patterns, as 1) increased proportion of optimal habitat in the landscape led to higher density amplitudes in all species and 2) mid‐winter climate variability lowered the amplitude in Norwegian lemmings and grey‐sided voles. These results indicate that biome‐scale climate and landscape change can be expected to have profound impacts on rodent population cycles and that the macro‐ecology of such functionally important tundra ecosystem characteristics is likely to be subjected to transient dynamics.
长期对啮齿动物种群的研究对种群生态学的发展做出了重要贡献。开创性的啮齿动物研究显示了与纬度相关的种群动态的宏观生态模式,并启发了其他几个分类群的类似研究。然而,这些研究未能理清不同环境变量在形成宏观生态格局中的作用。本文收集了芬诺斯坎迪亚苔原生物群系10个纬度的26个地点的啮齿动物时间序列,并评估了最常见物种的种群动态特征随纬度和环境变量的变化。纬度与种群周期高峰间隔无明显关系,但种群动态的其他特征表现为纬向格局。环境预测变量提供了这些模式的原因,1)景观中最佳栖息地比例的增加导致所有物种的密度振幅增大,2)冬季中期气候变率降低了挪威旅鼠和灰侧田鼠的密度振幅。这些结果表明,生物群系尺度的气候和景观变化可以对啮齿动物种群周期产生深远的影响,并且这种功能重要的冻土带生态系统特征的宏观生态学可能受到短暂动态的影响。
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引用次数: 0
Temporal changes in taxon abundances are positively correlated but poorly predicted at the global scale 分类群丰度的时间变化呈正相关,但在全球尺度上预测较差
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-12-27 DOI: 10.1111/ecog.07195
Gavia Lertzman‐Lepofsky, Aleksandra J. Dolezal, Mia Tayler Waters, Alexandre Fuster‐Calvo, Emily N. Black, Stephanie Flaman, Sam Straus, Ryan E. Langendorf, Isaac Eckert, Sophia Fan, Haley A. Branch, Nathalie Isabelle Chardon, Courtney G. Collins
Linking changes in taxon abundance to biotic and abiotic drivers over space and time is critical for understanding biodiversity responses to global change. Furthermore, deciphering temporal trends in relationships among taxa, including correlated abundance changes (e.g. synchrony), can facilitate predictions of future shifts. However, what drives these correlated changes over large scales are complex and understudied, impeding our ability to predict shifts in ecological communities. We used two global datasets containing abundance time‐series (BioTIME) and biotic interactions (GloBI) to quantify correlations among yearly changes in the abundance of pairs of geographically proximal taxa (genus pairs). We used a hierarchical linear model and cross‐validation to test the overall magnitude, direction and predictive accuracy of correlated abundance changes among genera at the global scale. We then tested how correlated abundance changes are influenced by latitude, biotic interactions, disturbance and time‐series length while accounting for differences among studies and taxonomic categories. We found that abundance changes between genus pairs are, on average, positively correlated over time, suggesting synchrony at the global scale. Furthermore, we found that abundance changes are more positively correlated with longer time‐series, with known biotic interactions and in disturbed habitats. However, the magnitude of these ecological drivers alone are relatively weak, with model predictive accuracy increasing approximately two‐fold with the inclusion of study identity and taxonomic category. This suggests that while patterns in abundance correlations are shaped by ecological drivers at the global scale, these drivers have limited utility in forecasting changes in abundances among unknown taxa or in the context of future global change. Our study indicates that including taxonomy and known ecological drivers can improve predictions of biodiversity loss over large spatial and temporal scales, but also that idiosyncrasies of different studies continue to weaken our ability to make global predictions.
将分类群丰度的变化与生物和非生物驱动因素在空间和时间上的联系起来,对于理解生物多样性对全球变化的响应至关重要。此外,破译分类群之间关系的时间趋势,包括相关丰度变化(如同步性),可以促进对未来变化的预测。然而,在大尺度上驱动这些相关变化的原因是复杂的,研究不足,阻碍了我们预测生态群落变化的能力。我们使用两个包含丰度时间序列(BioTIME)和生物相互作用(GloBI)的全球数据集来量化地理上近端分类群(属对)对丰度的年变化之间的相关性。我们使用层次线性模型和交叉验证来检验全球尺度上各属间相关丰度变化的总体幅度、方向和预测精度。然后,我们测试了纬度、生物相互作用、干扰和时间序列长度对相关丰度变化的影响,同时考虑了研究和分类类别之间的差异。我们发现,平均而言,属对之间的丰度变化随时间呈正相关,表明在全球范围内是同步的。此外,我们发现丰度变化与较长的时间序列、已知的生物相互作用和受干扰的栖息地呈正相关。然而,这些生态驱动因素本身的重要性相对较弱,随着研究身份和分类类别的纳入,模型预测精度提高了大约两倍。这表明,虽然丰度相关性的模式是由全球尺度上的生态驱动因素塑造的,但这些驱动因素在预测未知分类群的丰度变化或未来全球变化方面的效用有限。我们的研究表明,包括分类学和已知的生态驱动因素可以提高对大时空尺度上生物多样性损失的预测,但不同研究的特质继续削弱我们做出全球预测的能力。
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引用次数: 0
Estimating a physiological threshold to oxygen and temperature from marine monitoring data reveals challenges and opportunities for forecasting distribution shifts 从海洋监测数据中估计氧气和温度的生理阈值,揭示了预测分布变化的挑战和机遇
IF 5.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-12-19 DOI: 10.1111/ecog.07413
Julia Indivero, Sean C. Anderson, Lewis A. K. Barnett, Timothy E. Essington, Eric J. Ward
Species distribution modeling is increasingly used to describe and anticipate consequences of a warming ocean. These models often identify statistical associations between distribution and environmental conditions such as temperature and oxygen, but rarely consider the mechanisms by which these environmental variables affect metabolism. Oxygen and temperature jointly govern the balance of oxygen supply to oxygen demand, and theory predicts thresholds below which population densities are diminished. However, parameterizing models with this joint dependence is challenging because of the paucity of experimental work for most species, and the limited applicability of experimental findings in situ. Here we ask whether the temperature-sensitivity of oxygen can be reliably inferred from species distribution observations in the field, using the U.S. Pacific Coast as a model system. We developed a statistical model that adapted the metabolic index — a compound metric that incorporates these joint effects on the ratio of oxygen supply and oxygen demand by applying an Arrhenius equation — and used a non-linear threshold function to link the index to fish distribution. Through simulation testing, we found that our statistical model could not precisely estimate the parameters due to inherent features of the distribution data. However, the model reliably estimated an overall metabolic index threshold effect. When applied to case studies of real data for two groundfish species, this new model provided a better fit to spatial distribution of one species, sablefish Anoplopoma fimbria, than previously used models, but did not for the other, longspine thornyhead Sebastolobus altivelis. This physiological framework may improve predictions of species distribution, even in novel environmental conditions. Further efforts to combine insights from physiology and realized species distributions will improve forecasts of species' responses to future environmental changes.
物种分布模型越来越多地用于描述和预测海洋变暖的后果。这些模型通常确定分布与环境条件(如温度和氧气)之间的统计关联,但很少考虑这些环境变量影响代谢的机制。氧气和温度共同控制着氧气供应和氧气需求的平衡,理论预测了低于阈值的种群密度会减少。然而,由于大多数物种缺乏实验工作,并且实验结果在原位的适用性有限,因此具有这种联合依赖性的参数化模型具有挑战性。在这里,我们询问氧气的温度敏感性是否可以可靠地从物种分布观测中推断出来,使用美国太平洋海岸作为模型系统。我们开发了一个统计模型,该模型适应了代谢指数(一种复合指标,通过应用Arrhenius方程将这些对氧气供应和氧气需求比例的共同影响结合起来),并使用非线性阈值函数将该指数与鱼类分布联系起来。通过仿真测试,我们发现由于分布数据的固有特征,我们的统计模型不能精确估计参数。然而,该模型可靠地估计了总体代谢指数阈值效应。将该模型应用于两种底栖鱼类的实际数据案例研究中,发现该模型比以前的模型更适合于一种物种——黑鱼(Anoplopoma fibria)——的空间分布,但对另一种物种——长棘刺头(Sebastolobus altivelis)——的空间分布。即使在新的环境条件下,这种生理框架也可以改善物种分布的预测。进一步努力将生理学的见解与已实现的物种分布结合起来,将改善物种对未来环境变化反应的预测。
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引用次数: 0
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Ecography
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