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A general, resource-based explanation for density dependence in populations of large herbivores 基于资源的大型食草动物种群密度依赖性的一般解释
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-03-05 DOI: 10.1002/ecm.1600
N. Thompson Hobbs

The discipline of ecology seeks to understand how ecosystems, communities, and populations are regulated. A ubiquitous mechanism of population regulation of consumers is that capturing energy and nutrients in sufficient quantities for survival and reproduction becomes more difficult as population density increases. Extensive evidence has revealed that populations of large herbivores are often regulated by density dependence, defined as the reduction in the per-capita population growth rate that occurs as populations grow large. Diminished body mass of individuals has been repeatedly observed in high-density populations, implicating compromised nutrition as the primary cause of density dependence. However, there is no general explanation for why these nutritional deficiencies occur. Recent work demonstrated that reduced food intake rates resulting from the functional response of herbivores to depleted plant biomass does not provide a sensible explanation for density dependence because rates of food intake of herbivores are often insensitive to changes in plant biomass. A new model of feedbacks from plant biomass to herbivores shows how reduced nutrition of herbivores can result from increased dilution of nutrients in the plant tissue they consume as populations grow, even when their rate of consumption of plants remains constant. The model contains parameters that can be scaled to body mass, allowing unusually general predictions. The model shows that convex, concave, and linear relationships between the per-capita growth rate and population density can arise from the effects of depletion of plant biomass by herbivore foraging. The model is the first to explicitly include spatial variance in the nutritional quality of plants as a general driver of herbivore population dynamics. I show how regulation of herbivore abundance by plant nutrients can occur, even when a large fraction of the consumable plant biomass remains uneaten, providing a simple, mechanistic explanation for bottom-up control of population dynamics of primary consumers in a “green world.”

生态学这门学科旨在了解生态系统、群落和种群是如何调节的。消费者种群调节的一个普遍机制是,随着种群密度的增加,捕获足够数量的能量和养分以维持生存和繁殖变得更加困难。大量证据表明,大型食草动物的种群通常受到密度依赖性的调节,密度依赖性是指随着种群数量的增加,人均种群增长率降低。在高密度种群中多次观察到个体体重减轻的现象,这表明营养受损是密度依赖性的主要原因。然而,对于为什么会出现这些营养缺乏症,目前还没有普遍的解释。最近的研究表明,食草动物对植物生物量减少的功能性反应导致的食物摄取率降低并不能合理解释密度依赖性,因为食草动物的食物摄取率通常对植物生物量的变化不敏感。一个从植物生物量到食草动物的新反馈模型表明,即使食草动物消耗植物的速度保持不变,随着种群数量的增加,它们所消耗的植物组织中营养物质的稀释程度增加,也会导致食草动物营养减少。该模型包含的参数可与体重成比例关系,从而可进行异常普遍的预测。该模型表明,人均增长率与种群密度之间可能存在凸、凹和线性关系,这是因为食草动物觅食会消耗植物生物量。该模型首次明确将植物营养质量的空间差异作为食草动物种群动态的一般驱动因素。我展示了植物养分如何调节食草动物的丰度,即使很大一部分可食用的植物生物量仍未被吃掉,这为 "绿色世界 "中初级消费者种群动态自下而上的控制提供了一个简单的机制解释。
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引用次数: 0
Environmental variation structures reproduction and recruitment in long-lived mega-herbivores: Galapagos giant tortoises 环境变化决定了长寿巨型食草动物的繁殖和招募:加拉帕戈斯巨龟
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-02-13 DOI: 10.1002/ecm.1599
Stephen Blake, Freddy Cabrera, Sebastian Cruz, Diego Ellis-Soto, Charles B. Yackulic, Guillaume Bastille-Rousseau, Martin Wikelski, Franz Kuemmeth, James P. Gibbs, Sharon L. Deem

Migratory, long-lived animals are an important focus for life-history theory because they manifest extreme trade-offs in life-history traits: delayed maturity, low fecundity, variable recruitment rates, long generation times, and vital rates that respond to variation across environments. Galapagos tortoises are an iconic example: they are long-lived, migrate seasonally, face multiple anthropogenic threats, and have cryptic early life-history stages for which vital rates are unknown. From 2012 to 2021, we studied the reproductive ecology of two species of Galapagos tortoises (Chelonoidis porteri and C. donfaustoi) along elevation gradients that coincided with substantial changes in climate and vegetation productivity. Specifically, we (1) measured the body and reproductive condition of 166 adult females, (2) tracked the movements of 33 adult females using global positioning system telemetry, and monitored their body condition seasonally, (3) recorded nest temperatures, clutch characteristics, and egg survival from 107 nests, and (4) used radiotelemetry to monitor growth, survival, and movements of 104 hatchlings. We also monitored temperature and rainfall from field sites, and remotely sensed primary productivity along the elevation gradient. Our study showed that environmental variability, mediated by elevation, influenced vital rates of giant tortoises, specifically egg production by adult females and juvenile recruitment. Adult females were either elevational migrants or year-round lowland residents. Migrants had higher body condition than residents, and body condition was positively correlated with the probability of being gravid. Nests occurred in the hottest, driest parts of the tortoise's range, between 6 and 165 m elevation. Clutch size increased with elevation, whereas egg survival decreased. Hatchling survival and growth were highest at intermediate elevations. Hatchlings dispersed rapidly to 100–750 m from their nests before becoming sedentary (ranging over <0.2 ha). Predicted future climates may impact the relationships between elevation and vital rates of Galapagos tortoises and other species living across elevation gradients. Resilience will be maximized by ensuring the connectivity of foraging and reproductive areas within the current and possible future elevational ranges of these species.

迁徙性长寿动物是生命史理论的一个重要焦点,因为它们在生命史特征方面表现出极端的权衡:成熟期延迟、繁殖力低、招募率可变、世代时间长、生命率随环境变化而变化。加拉帕戈斯陆龟就是一个典型的例子:它们寿命长,季节性迁徙,面临多种人为威胁,生命史早期阶段隐蔽,生命率未知。从 2012 年到 2021 年,我们沿着海拔梯度研究了两种加拉帕戈斯陆龟(Chelonoidis porteri 和 C. donfaustoi)的繁殖生态,而海拔梯度与气候和植被生产力的巨大变化相吻合。具体来说,我们(1)测量了 166 只成年雌性陆龟的身体和生殖状况;(2)使用全球定位系统遥测技术跟踪 33 只成年雌性陆龟的移动,并按季节监测它们的身体状况;(3)记录了 107 个巢穴的巢温、雏龟特征和卵的存活率;(4)使用无线电遥测技术监测 104 只幼龟的生长、存活和移动情况。我们还监测了野外地点的温度和降雨量,并沿海拔梯度遥感了初级生产力。我们的研究表明,环境变化通过海拔高度影响巨龟的生命速率,特别是成年雌龟的产卵量和幼龟的招募。成年雌龟要么是海拔迁移者,要么是常年居住在低地的居民。迁徙者的身体状况高于常住者,身体状况与怀孕概率呈正相关。龟巢位于海拔 6 至 165 米之间的最炎热、最干燥的地区。随着海拔的升高,龟巢的大小也在增加,而龟卵的存活率却在下降。幼龟的存活率和生长速度在中等海拔地区最高。幼龟在成为定居动物(活动范围超过<0.2公顷)之前,会迅速分散到距离巢穴100-750米的地方。预测的未来气候可能会影响加拉帕戈斯陆龟和其他跨海拔梯度生活的物种的海拔与生命率之间的关系。通过确保这些物种目前和未来可能的海拔范围内觅食和繁殖区域的连通性,将最大限度地提高其恢复能力。
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引用次数: 0
Does restoring apex predators to food webs restore ecosystems? Large carnivores in Yellowstone as a model system 恢复食物网中的顶级食肉动物能恢复生态系统吗?以黄石公园的大型食肉动物为模型系统
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-01-30 DOI: 10.1002/ecm.1598
N. Thompson Hobbs, Danielle B. Johnston, Kristin N. Marshall, Evan C. Wolf, David J. Cooper

Modification of food webs is a frequent cause of shifts in ecosystem states that resist reversal when the food web is restored to its original condition. We used the restoration of the large carnivore guild including gray wolves (Canis lupis), cougars (Felis concolor), and grizzly bears (Ursus arctos horribilis) to the northern range of Yellowstone National Park as a model system to understand how ecosystems might resist reconfiguration after the restoration of apex predators to the food web. The absence of wolves, cougars, and grizzly bears for nearly a century from the northern range was the primary cause of dramatic changes in riparian plant communities. Willows (Salix spp.) were suppressed in height by intense browsing by the dominant herbivore, elk (Cervus canadensis). The loss of activity by beavers (Castor canadensis) coincided with the loss of tall willows. We hypothesized that intense elk browsing interrupted the mutualism between willow and beavers: ecosystem engineering by beavers was a critical component of willow habitat and tall willows were a critical component of habitat for beavers. This interruption made riparian communities resilient to the disturbance caused by the restoration of apex predators. We hypothesized further that reductions in elk browsing attributable to reductions in elk population size were not sufficient to prevent the suppression of willow growth. To test these hypotheses, we conducted a 20-year, factorial experiment that crossed simulated beaver dams with the exclusion of browsing. We found that willows grew to heights expected for restored communities only in the presence of dams and reduced browsing. Willows experiencing ambient conditions remained well below this expectation. We found no difference in heights or growth rates of willows in experimental controls and willows in 21 randomly chosen sites, confirming that the results of the experiment were representative of range-wide conditions. A reorganized community of large herbivores was implicated in the suppression of willow growth. We conclude that the restoration of large carnivores to the food web failed to restore riparian plant communities on Yellowstone's northern range, supporting the hypothesis that this ecosystem is in an alternative stable state caused primarily by the extirpation of apex predators during the early 20th century.

食物网的改变是生态系统状态发生变化的一个常见原因,而当食物网恢复到原来的状态时,生态系统状态的改变却难以逆转。我们以黄石国家公园北部地区灰狼(Canis lupis)、美洲狮(Felis concolor)和灰熊(Ursus arctos horribilis)等大型食肉动物群恢复为模型系统,来了解在食物网中恢复顶级食肉动物后,生态系统会如何抵御重构。狼、美洲狮和灰熊在北部分布区消失了近一个世纪,这是河岸植物群落发生巨大变化的主要原因。由于主要食草动物麋鹿(Cervus canadensis)的猛烈啃食,柳树(Salix spp.)海狸(Castor canadensis)活动的减少与高大柳树的减少同时发生。我们假设,麋鹿的猛烈啃食打断了柳树和海狸之间的互惠关系:海狸的生态系统工程是柳树栖息地的重要组成部分,而高大的柳树则是海狸栖息地的重要组成部分。这种中断使河岸群落能够抵御顶级食肉动物恢复造成的干扰。我们进一步假设,麋鹿种群数量减少导致的麋鹿采食量减少不足以阻止柳树生长受到抑制。为了验证这些假设,我们进行了一项为期 20 年的因子实验,将模拟海狸水坝与排除啃食交叉进行。我们发现,只有在有水坝和浏览减少的情况下,柳树才能长到恢复群落的预期高度。而在环境条件下生长的柳树仍远低于预期高度。我们发现,实验对照组的柳树和随机选择的 21 个地点的柳树在高度或生长速度上没有差异,这证明实验结果代表了整个牧场的情况。大型食草动物群落的重组与柳树生长受抑制有关。我们的结论是,食物网中大型食肉动物的恢复未能恢复黄石公园北部地区的河岸植物群落,这支持了一种假设,即该生态系统处于另一种稳定状态,主要是由于 20 世纪早期顶级食肉动物的灭绝造成的。
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引用次数: 0
Limits to species distributions on tropical mountains shift from high temperature to competition as elevation increases 随着海拔的升高,热带山区物种分布的限制从高温转向竞争
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-12-29 DOI: 10.1002/ecm.1597
Jinlin Chen, Owen T. Lewis

Species turnover with elevation is a widespread phenomenon and provides valuable information on why and how ecological communities might reorganize as the climate warms. It is commonly assumed that species interactions are more likely to set warm range limits, while physiological tolerances determine cold range limits. However, most studies are from temperate systems and rely on correlations between thermal physiological traits and range limits; little is known about how physiological traits and biotic interactions change simultaneously along continuous thermal gradients. We used a combination of correlational and experimental approaches to investigate communities of Drosophila flies in rainforests of the Australian Wet Tropics, where there is substantial species turnover with elevation. Our experiments quantified individual-level and population-level responses to temperature, as well as the impact of interspecific competition under different temperature regimes. Species' distributions were better explained by their performance at extreme temperatures than by their thermal optima. Upper thermal limits varied less among species than lower thermal limits. Nonetheless, these small differences were associated with differences in the centered elevation of distribution. Low-elevation species were not those with the lowest tolerance to cold, suggesting that cold temperatures were not limiting their abundance at high elevations. Instead, under upland temperature regimes, abundances of these low-elevation species were reduced by competition with a high-elevation species, in both short- and long-term competition experiments. Our results demonstrate that high-elevation species are confined to their current ranges by high temperatures at lower elevations, indicating that their ranges will be highly sensitive to future warming. Counter to expectation, species interactions strongly influenced community composition at cooler, high-elevation sites. Together, these results raise the possibility that tropical communities differ from better-studied temperate communities in terms of the relative importance of biotic interactions and abiotic factors in shaping community composition and how the impact of these factors will change as temperatures increase.

物种随海拔升高而更替是一种普遍现象,它为了解气候变暖时生态群落重组的原因和方式提供了宝贵的信息。人们通常认为,物种间的相互作用更有可能设定暖区范围限制,而生理耐受性则决定了冷区范围限制。然而,大多数研究都来自温带系统,并依赖于热生理特征与活动范围限制之间的相关性;而对于生理特征和生物相互作用如何沿着连续的热梯度同时发生变化却知之甚少。我们采用了相关性和实验相结合的方法来研究澳大利亚湿热带雨林中的果蝇群落。我们的实验量化了个体水平和种群水平对温度的反应,以及不同温度条件下种间竞争的影响。物种在极端温度下的表现比其最适温度更能解释其分布。不同物种之间的温度上限差异小于温度下限差异。然而,这些微小的差异与分布中心海拔的差异有关。低海拔物种并不是耐寒性最低的物种,这表明低温并没有限制它们在高海拔地区的丰度。相反,在高地温度条件下,这些低海拔物种的丰度在短期和长期竞争实验中都因与高海拔物种的竞争而降低。我们的研究结果表明,高海拔物种被低海拔地区的高温限制在其目前的分布范围内,这表明它们的分布范围对未来气候变暖高度敏感。与预期相反的是,物种间的相互作用强烈影响了低温高海拔地点的群落组成。总之,这些结果表明,热带群落与研究较多的温带群落在生物相互作用和非生物因素对形成群落组成的相对重要性方面可能有所不同,以及这些因素的影响将如何随着温度的升高而变化。
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引用次数: 0
Phylogeography and climate shape the quantitative genetic landscape and range-wide plasticity of a prevalent conifer 系统地理和气候塑造了一种流行针叶树的数量遗传景观和范围广泛的可塑性
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-11-17 DOI: 10.1002/ecm.1596
Jordi Voltas, Ramon Amigó, Tatiana A. Shestakova, Giovanni di Matteo, Raquel Díaz, Rafael Zas

The contribution of genetic adaptation and plasticity to intraspecific phenotypic variability remains insufficiently studied in long-lived plants, as well as the relevance of neutral versus adaptive processes determining such divergence. We examined the importance of phylogeographic structure and climate in modulating genetic and plastic changes and their interdependence in fitness-related traits of a widespread Mediterranean conifer (Pinus pinaster). Four marker-based, previously defined neutral classifications along with two ad hoc climate-based categorizations of 123 range-wide populations were analyzed for their capacity to summarize genetic and plastic effects of height growth and survival (age 20) in 15 common gardens. The plasticity of tree height and differential survival were interpreted through mixed modeling accounting for heteroscedasticity in the genotype-by-environment dataset. The analysis revealed a slight superiority of phylogeographic classifications over climate categorizations on the explanation of genetic and plastic effects, which suggests that neutral processes can be at least as important as isolation by climate as a driving factor of evolutionary divergence in a prevalent pine. The best phylogeographic classification involved eight geographically discrete genetic groups, which explained 92% (height) and 52% (survival) of phenotypic variability, including between-group mean differentiation and differential expression across trials. For height growth, there was high predictability of plastic group responses described by different reaction norm slopes, which were unrelated to between-group mean differentiation. The latter differences (amounting to ca. 40% among groups) dominated intraspecific performance across trials. Local adaptation was evident for genetic groups tested in their native environments in terms of tree height and, especially, survival. This finding was supported by QST > FST estimates. Additionally, our range-wide evaluation did not support a general adaptive syndrome by which less reactive groups to ameliorated conditions would be associated with high survival and low growth. In fact, a lack of relationship between mean group differentiation, indicative of genetic adaptation, and predictable group plasticity for height growth suggests different evolutionary trajectories of these mechanisms of phenotypic divergence. Altogether, the existence of predictable adaptive-trait phenotypic variation for the species, involving both genetic differentiation and plastic effects, should facilitate integrating genomics and environment into decision-making tools to assist forests in coping with climate change.

在长寿植物中,遗传适应和可塑性对种内表型变异性的贡献,以及决定这种差异的中性和适应性过程的相关性,仍未得到充分研究。我们研究了一种分布广泛的地中海针叶树(Pinus pinaster)的系统地理结构和气候调节遗传和塑性变化的重要性,以及它们在适应相关性状中的相互依赖性。研究人员分析了123个种群的四种基于标记的、先前定义的中性分类以及两种基于气候的临时分类,以总结15个普通花园中身高生长和生存(20岁)的遗传和可塑性影响。树高的可塑性和差异存活率通过混合模型解释了基因型-环境数据集中的异方差。分析结果显示,系统地理分类在解释遗传和可塑性效应方面比气候分类略显优势,这表明中性过程至少与气候隔离一样重要,是主种松进化分化的驱动因素。最佳的系统地理分类涉及8个地理上离散的遗传群,它们解释了92%(身高)和52%(生存)的表型变异,包括组间平均分化和试验间的差异表达。对于高度增长,不同反应规范斜率描述的塑性组响应具有可预测性,与组间均值分化无关。后一种差异(组间约为40%)在试验中主导了种内表现。在当地环境中测试的遗传群体在树高方面,特别是在生存方面的适应是明显的。这一发现得到了QST >置估计。此外,我们的全范围评估不支持一般适应性综合征,即对改善条件反应较弱的组与高存活率和低生长有关。事实上,表明遗传适应的平均群体分化与可预测的群体高度生长可塑性之间缺乏关系,这表明这些表型分化机制的进化轨迹不同。总之,该物种存在可预测的适应性性状表型变异,包括遗传分化和塑性效应,应有助于将基因组学和环境纳入决策工具,以帮助森林应对气候变化。
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引用次数: 0
Higher metabolic plasticity in temperate compared to tropical lizards suggests increased resilience to climate change: Comment 温带蜥蜴的新陈代谢可塑性高于热带蜥蜴,这表明它们对气候变化的适应能力更强:评论
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-10-23 DOI: 10.1002/ecm.1595
Keith Christian, Gavin Bedford, Chava L. Weitzman
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引用次数: 0
Novel genomic offset metrics integrate local adaptation into habitat suitability forecasts and inform assisted migration 新的基因组补偿指标将当地适应性纳入栖息地适宜性预测,并为辅助迁移提供信息
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-10-03 DOI: 10.1002/ecm.1593
Susanne Lachmuth, Thibaut Capblancq, Anoob Prakash, Stephen R. Keller, Matthew C. Fitzpatrick

Genomic data are increasingly being integrated into macroecological forecasting, offering an evolutionary perspective that has been largely missing from global change biogeography. Genomic offset, which quantifies the disruption of genotype–environment associations under environmental change, allows for the incorporation of intraspecific climate-associated genomic differentiation into forecasts of habitat suitability. Gradient Forest (GF) is a commonly used approach to estimate genomic offset; however, major hurdles in the application of GF-derived genomic offsets are (1) an inability to interpret their absolute magnitude in an ecologically meaningful way and (2) uncertainty in how their implications compare with those of species-level approaches like Ecological Niche Models (ENMs). Here, we assess the climate change vulnerability of red spruce (Picea rubens), a cool-temperate tree species endemic to eastern North America, using both ENMs and GF modeling of genomic variation along climatic gradients. To gain better insights into climate change risks, we derive and apply two new threshold-based genomic offset metrics—Donor and Recipient Importance—that quantify the transferability of propagules between donor populations and recipient localities while minimizing disruption of genotype–environment associations. We also propose and test a method for scaling genomic offsets relative to contemporary genomic variation across the landscape. In three common gardens, we found a significant negative relationship between (scaled) genomic offsets and red spruce growth and higher explanatory power for scaled offsets than climate transfer distances. However, the garden results also revealed the potential effects of spatial extrapolation and neutral genomic differentiation that can compromise the degree to which genomic offsets represent maladaptation and highlight the necessity of using common garden data to evaluate offset-based predictions. ENMs and our novel genomic offset metrics forecasted drastic northward range shifts in suitable habitats. Combining inferences from our offset-based metrics, we show that a northward shift mainly will be required for populations in the central and northern parts of red spruce's current range, whereas southern populations might persist in situ due to climate-associated variation with less offset under future climate. These new genomic offset metrics thus yield refined, region-specific prognoses for local persistence and show how management could be improved by considering assisted migration.

基因组数据正越来越多地被纳入宏观生态预测,提供了全球变化生物地理学中基本缺失的进化视角。基因组偏移可以量化环境变化对基因型-环境关联的破坏,从而将与气候相关的种内基因组分化纳入栖息地适宜性预测。梯度森林(GF)是估算基因组抵消的常用方法;然而,GF 衍生的基因组抵消在应用中遇到的主要障碍是:(1)无法以生态学意义上的方式解释其绝对值;(2)其影响与生态位模型(ENM)等物种水平方法的影响相比存在不确定性。在这里,我们利用生态位模型和沿气候梯度的基因组变异全球因子模型,评估了红云杉(Picea rubens)的气候变化脆弱性,红云杉是北美东部特有的一种寒温带树种。为了更好地了解气候变化风险,我们推导并应用了两个新的基于阈值的基因组抵消指标--供体重要性和受体重要性--这两个指标量化了供体种群和受体地区之间的传播性,同时最大限度地减少了对基因型-环境关联的破坏。我们还提出并测试了一种方法,可根据整个景观中的当代基因组变异来调整基因组偏移量。在三个常见的花园中,我们发现(按比例)基因组偏移与红云杉的生长之间存在显著的负相关,并且按比例偏移的解释力高于气候转移距离。不过,花园的结果也揭示了空间外推法和中性基因组分化的潜在影响,这可能会影响基因组偏移代表适应不良的程度,并突出了使用普通花园数据来评估基于偏移的预测的必要性。ENMs和我们的新型基因组偏移指标预测了适宜栖息地范围的急剧北移。结合我们基于偏移指标的推论,我们表明红云杉目前分布区中部和北部的种群主要需要向北迁移,而南部种群可能会由于气候相关变异而在原地持续存在,在未来气候条件下偏移较少。因此,这些新的基因组偏移指标为当地的持续存在提供了精细的、针对特定地区的预测,并说明了如何通过考虑辅助迁移来改善管理。
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引用次数: 0
Numerical response of predator to prey: Dynamic interactions and population cycles in Eurasian lynx and roe deer 捕食者对猎物的数字反应:欧亚猞猁和狍子的动态相互作用和种群周期
IF 7.5 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-10-03 DOI: 10.1002/ecm.1594
Henrik Andrén, Olof Liberg

The dynamic interactions between predators and their prey have two fundamental processes: numerical and functional responses. Numerical response is defined as predator growth rate as a function of prey density or both prey and predator densities [dP/dt = f(N, P)]. Functional response is defined as the kill rate by an individual predator being a function of prey density or prey and predator densities combined. Although there are relatively many studies on the functional response in mammalian predators, the numerical response remains poorly documented. We studied the numerical response of Eurasian lynx (Lynx lynx) to various densities of its primary prey species, roe deer (Capreolus capreolus), and to itself (lynx). We exploited an unusual natural situation, spanning three decades where lynx, after a period of absence in central and southern Sweden, during which roe deer populations had grown to high densities, subsequently recolonized region after region, from north to south. We divided the study area into seven regions, with increasing productivity from north to south. We found strong effects of both roe deer density and lynx density on lynx numerical response. Thus, both resources and intraspecific competition for these resources are important to understanding the lynx population dynamic. We built a series of deterministic lynx–roe deer models, and applied them to the seven regions. We found a very good fit between these Lotka–Volterra type models and the data. The deterministic models produced almost cyclic dynamics or dampened cycles in five of the seven regions. Thus, we documented population cycles in this large predator–large herbivore system, which is rarely done. The amplitudes in the dampened cycles decreased toward the south. Thus, the dynamics between lynx and roe deer became more stable with increasing carrying capacity for roe deer, which is related to higher productivity in the environment. This increased stability could be explained by variation in predation risk, where human presence can act as prey refugia, and by a more diverse prey guild that will weaken the direct interaction between lynx and roe deer.

捕食者与猎物之间的动态相互作用有两个基本过程:数值反应和功能反应。数值反应是指捕食者的增长率是猎物密度或猎物密度和捕食者密度的函数[dP/dt = f(N, P)]。功能响应是指捕食者个体的捕杀率与猎物密度或猎物密度和捕食者密度的函数关系。尽管对哺乳动物捕食者功能响应的研究相对较多,但对数量响应的研究仍然很少。我们研究了欧亚猞猁(Lynx lynx)对其主要猎物狍子(Capreolus capreolus)和自身(猞猁)的不同密度的数量反应。猞猁在瑞典中部和南部消失了一段时间,在此期间狍子的数量增长到了很高的密度,随后猞猁从北到南重新占领了一个又一个地区。我们将研究区域划分为七个地区,生产力从北向南递增。我们发现,狍子密度和猞猁密度对猞猁数量反应的影响都很大。因此,资源和种内资源竞争对于了解猞猁种群动态都很重要。我们建立了一系列确定性的猞猁-狍子模型,并将其应用于七个地区。我们发现这些洛特卡-伏特拉(Lotka-Volterra)型模型与数据的拟合度非常高。在七个地区中,有五个地区的确定性模型产生了几乎是周期性的动态或减弱的周期。因此,我们在这个大型食肉动物-大型食草动物系统中记录了种群周期,而这是很少见的。阻尼周期的振幅向南减小。因此,随着狍子承载能力的增加,猞猁和狍子之间的动态关系变得更加稳定,这与环境中更高的生产力有关。这种稳定性的提高可以用捕食风险的变化(人类的存在可以成为猎物的避难所)以及猎物种类的增加来解释,因为猎物种类的增加会削弱猞猁和狍子之间的直接相互作用。
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引用次数: 0
Environmental context, parameter sensitivity, and structural sensitivity impact predictions of annual-plant coexistence 环境背景、参数敏感性和结构敏感性对年度植物共存的影响预测
IF 6.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-09-09 DOI: 10.1002/ecm.1592
Alba Cervantes-Loreto, Abigail I. Pastore, Christopher R. P. Brown, Michelle L. Marraffini, Clement Aldebert, Margaret M. Mayfield, Daniel B. Stouffer

Predicting the outcome of interactions between species is central to our current understanding of diversity maintenance. However, we have limited information about the robustness of many model-based predictions of species coexistence. This limitation is partly because several sources of uncertainty are often ignored when making predictions. Here, we introduce a framework to simultaneously explore how different mathematical models, different environmental contexts, and parameter uncertainty impact the probability of predicting species coexistence. Using a set of pairwise competition experiments on annual plants, we provide direct evidence that subtle differences between models lead to contrasting predictions of both coexistence and competitive exclusion. We also show that the effects of environmental context dependency and parameter uncertainty on predictions of species coexistence are not independent of the model used to describe population dynamics. Our work suggests that predictions of species coexistence and extrapolations thereof may be particularly vulnerable to these underappreciated founts of uncertainty.

预测物种之间相互作用的结果是我们目前对多样性维持的理解的核心。然而,关于许多基于模型的物种共存预测的稳健性,我们的信息有限。这种限制的部分原因是,在进行预测时,经常忽略几个不确定性来源。在这里,我们引入了一个框架,同时探讨不同的数学模型、不同的环境背景和参数不确定性如何影响预测物种共存的概率。使用一组对一年生植物的成对竞争实验,我们提供了直接证据,证明模型之间的细微差异导致了共存和竞争排斥的对比预测。我们还表明,环境背景依赖性和参数不确定性对物种共存预测的影响并不独立于用于描述种群动态的模型。我们的工作表明,对物种共存的预测及其推断可能特别容易受到这些未被充分重视的不确定性根源的影响。
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引用次数: 0
Connecting local and regional scales with stochastic metacommunity models: Competition, ecological drift, and dispersal 将局部和区域尺度与随机元群落模型联系起来:竞争、生态漂移和扩散
IF 6.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2023-08-21 DOI: 10.1002/ecm.1591
Brian A. Lerch, Akshata Rudrapatna, Nasser Rabi, Jonas Wickman, Thomas Koffel, Christopher A. Klausmeier

Despite the well known scale-dependency of ecological interactions, relatively little attention has been paid to understanding the dynamic interplay between various spatial scales. This is especially notable in metacommunity theory, where births and deaths dominate dynamics within patches (the local scale), and dispersal and environmental stochasticity dominate dynamics between patches (the regional scale). By considering the interplay of local and regional scales in metacommunities, the fundamental processes of community ecology—selection, drift, and dispersal—can be unified into a single theoretical framework. Here, we analyze three related spatial models that build on the classic two-species Lotka–Volterra competition model. Two open-system models focus on a single patch coupled to a larger fixed landscape by dispersal. The first is deterministic, while the second adds demographic stochasticity to allow ecological drift. Finally, the third model is a true metacommunity model with dispersal between a large number of local patches, which allows feedback between local and regional scales and captures the well studied metacommunity paradigms as special cases. Unlike previous simulation models, our metacommunity model allows the numerical calculation of equilibria and invasion criteria to precisely determine the outcome of competition at the regional scale. We show that both dispersal and stochasticity can lead to regional outcomes that are different than predicted by the classic Lotka–Volterra competition model. Regional exclusion can occur when the nonspatial model predicts coexistence or founder control, due to ecological drift or asymmetric stochastic switching between basins of attraction, respectively. Regional coexistence can result from local coexistence mechanisms or through competition-colonization or successional-niche trade-offs. Larger dispersal rates are typically competitively advantageous, except in the case of local founder control, which can favor intermediate dispersal rates. Broadly, our models demonstrate the importance of feedback between local and regional scales in competitive metacommunities and provide a unifying framework for understanding how selection, drift, and dispersal jointly shape ecological communities.

尽管众所周知,生态相互作用具有尺度依赖性,但人们对不同空间尺度之间动态相互作用的理解却相对较少。这在元群落理论中尤其显著,其中出生和死亡主导着斑块内的动态(局部尺度),而分散和环境随机性主导着斑块之间的动态(区域尺度)。通过考虑元群落中局部和区域尺度的相互作用,群落生态学的基本过程——选择、漂移和扩散——可以统一到一个单一的理论框架中。本文以Lotka - Volterra两物种竞争模型为基础,分析了三个相关的空间模型。两个开放系统模型关注的是单个斑块通过扩散与更大的固定景观耦合。前者是决定性的,而后者则增加了人口统计学的随机性,以允许生态漂移。最后,第三个模型是一个真正的元群落模型,它在大量局部斑块之间分散,允许局部和区域尺度之间的反馈,并将研究得很好的元群落范式作为特殊情况。与以往的模拟模型不同,我们的元群落模型允许对均衡和入侵标准进行数值计算,以精确地确定区域尺度上的竞争结果。研究表明,分散性和随机性都可能导致不同于经典Lotka‐Volterra竞争模型预测的区域结果。当非空间模型预测共存或奠基者控制时,区域排斥可能发生,原因分别是生态漂移或吸引力盆地之间的不对称随机转换。区域共存可以通过局部共存机制或竞争-殖民化或演替-生态位权衡来实现。较大的扩散速率通常具有竞争优势,但局部创立者控制的情况除外,后者有利于中间扩散速率。总的来说,我们的模型证明了竞争元群落中地方和区域尺度之间反馈的重要性,并为理解选择、漂移和扩散如何共同塑造生态群落提供了一个统一的框架。
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引用次数: 0
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