forest dynamics

森林动态
  • 文章类型: Journal Article
    尽管预计气候变化将推动树种向较冷和较湿润的分布区域发展,缺乏广泛的经验证据。一种可能性是森林中过去和现在的人类活动掩盖或改变了气候的影响。这里,使用来自73个分布广泛的物种的200多万棵监测树木的数据,我们量化了北半球森林气候生态位内树种密度的变化。我们观察到不同物种的平均密度降低,再加上树木大小的增加趋势。然而,密度变化的方向和幅度在物种之间表现出相当大的变异性,受先前林分水平扰动导致的林分发展的影响。值得注意的是,在考虑展台发展时,我们的发现表明,43%的物种在寒冷和潮湿的气候条件下密度发生了显著变化,相比之下,在早期和后期发展的林分中,只有14%的物种将其密度显着改变为温暖和干旱的条件。观测到的气候驱动密度变化与耐旱性相关的物种性状没有明显关联,招募和分散能力,或资源使用,也不考虑物种的温度或干旱程度,留下的潜在机制不确定。森林保护政策和相关的管理策略可能要考虑预期的长期物种范围变化以及当代分布内密度变化的整合。
    Although climate change is expected to drive tree species toward colder and wetter regions of their distribution, broadscale empirical evidence is lacking. One possibility is that past and present human activities in forests obscure or alter the effects of climate. Here, using data from more than two million monitored trees from 73 widely distributed species, we quantify changes in tree species density within their climatic niches across Northern Hemisphere forests. We observe a reduction in mean density across species, coupled with a tendency toward increasing tree size. However, the direction and magnitude of changes in density exhibit considerable variability between species, influenced by stand development that results from previous stand-level disturbances. Remarkably, when accounting for stand development, our findings show a significant change in density toward cold and wet climatic conditions for 43% of the species, compared to only 14% of species significantly changing their density toward warm and arid conditions in both early- and late-development stands. The observed changes in climate-driven density showed no clear association with species traits related to drought tolerance, recruitment and dispersal capacity, or resource use, nor with the temperature or aridity affiliation of the species, leaving the underlying mechanism uncertain. Forest conservation policies and associated management strategies might want to consider anticipated long-term species range shifts alongside the integration of contemporary within-distribution density changes.
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  • 文章类型: Journal Article
    自然公园创建前后的生态记录对于提供保护和管理信息很有价值,但通常无法使用。高分辨率的古生态研究可以弥补这一差距并提供所需的信息。本文介绍了比利牛斯高地国家公园中20世纪的植被和景观动态的年代亚重建。公园的土地传统上被用来耕种,广泛的放牧,森林开发,以及众多冰川湖筑坝后的水力发电。一个重要的发现是森林主导了景观,成分的变化可以忽略不计,只经历了森林覆盖率的波动,受气候和人为因素的影响。公园的建立(1955年)和对森林开发的最初限制并未显着影响植被覆盖或组成。主要的森林扩张直到几十年后才发生,1980年,公园扩大,森林开发受到进一步限制。这种扩张在1990年代达到顶峰,与变暖趋势和火灾发生率下降相吻合,在由于温暖和干燥的气候而下降之前。这种下降与正在进行的全球森林枯萎并存,并可能因本世纪预测的全球变暖而加剧,这也可能增加由于枯木堆积引起的火灾发生率。目前,主要威胁是全球变暖/干燥,火,旅游集约化。保护区中类似的高分辨率古生态记录在全球范围内很少,并且能够提供适当了解森林动态和优化保护措施所需的长期生态范围。
    Ecological records from before and after the creation of natural parks are valuable for informing conservation and management but are often unavailable. High-resolution paleoecological studies may bridge the gap and provide the required information. This paper presents a 20th-century subdecadal reconstruction of vegetation and landscape dynamics in a national park of the Pyrenean highlands. The park lands had traditionally been used for cultivation, extensive grazing, forest exploitation, and hydroelectricity generation following the damming of numerous glacial lakes. A significant finding is that forests have dominated the landscape, with negligible changes in composition, and only experienced fluctuations in forest cover, influenced by both climatic and anthropogenic factors. The creation of the park (1955) and the initial restrictions on forest exploitation did not significantly affect vegetation cover or composition. Major forest expansion did not occur until several decades later, 1980, when the park was enlarged and forest exploitation was further restricted. This expansion peaked in the 1990s, coinciding with a warming trend and a decrease in fire incidence, before declining due to warmer and drier climates. This decline was coeval with the ongoing global forest dieback and may be exacerbated by the predicted global warming in this century, which could also increase fire incidence due to dead-wood accumulation. Currently, the main threats are global warming/drying, fire, and tourism intensification. Similar high-resolution paleoecological records in protected areas are globally scarce and would be capable in providing the long-term ecological scope required to properly understand forest dynamics and optimize conservation measures.
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  • 文章类型: Journal Article
    在过去的几千年中,人类对生物圈的全面改造只留下了有限的窗口进入其自然状态。占主导地位的温带和南部北方地区的许多森林已经消失,而剩下的森林通常带有林业活动和过去土地利用变化的强烈印记,改变了森林的年龄结构和组成。这里,我们问动态如何,温带和北方森林的结构和功能在没有林业和土地利用变化的遗产的情况下有所不同?
    全球。
    2001-2014年,整合了1875年至2014年扰动事件的遗产。
    树木。
    我们构建了一个自然干扰概率作为群落特征和气候函数的经验模型,根据分布在三大洲的77个受保护森林景观的观察到的干扰率和形式。将其耦合到模拟森林组成和结构的动态植被模型中,我们得出了在没有林业的情况下,北半球温带和北方森林的林分替代干扰返回间隔的估计值。然后,我们应用该模型来计算林分年龄结构和碳周转率。
    与观察到的干扰率比较表明,人类活动几乎使温带森林中林分替代干扰的中位数返回间隔减半,北方地区的变化更为温和。由此产生的森林通常要年轻得多,尤其是在北欧和北美东南部,导致温带森林的植被碳周转时间减少32%,北方森林减少7%。
    当前的北半球温带森林年龄结构与其自然干扰制度大大失衡。向更基于自然的森林政策和管理方法的转变应该更明确地考虑当前的扰动盈余,因为它严重影响碳动态和垃圾(包括枯木)库存。
    UNASSIGNED: The sweeping transformation of the biosphere by humans over the last millennia leaves only limited windows into its natural state. Much of the forests that dominated temperate and southern boreal regions have been lost and those that remain typically bear a strong imprint of forestry activities and past land-use change, which have changed forest age structure and composition. Here, we ask how would the dynamics, structure and function of temperate and boreal forests differ in the absence of forestry and the legacies of land-use change?
    UNASSIGNED: Global.
    UNASSIGNED: 2001-2014, integrating over the legacy of disturbance events from 1875 to 2014.
    UNASSIGNED: Trees.
    UNASSIGNED: We constructed an empirical model of natural disturbance probability as a function of community traits and climate, based on observed disturbance rate and form across 77 protected forest landscapes distributed across three continents. Coupling this within a dynamic vegetation model simulating forest composition and structure, we generated estimates of stand-replacing disturbance return intervals in the absence of forestry for northern hemisphere temperate and boreal forests. We then applied this model to calculate forest stand age structure and carbon turnover rates.
    UNASSIGNED: Comparison with observed disturbance rates revealed human activities to have almost halved the median return interval of stand-replacing disturbances across temperate forest, with more moderate changes in the boreal region. The resulting forests are typically much younger, especially in northern Europe and south-eastern North America, resulting in a 32% reduction in vegetation carbon turnover time across temperate forests and a 7% reduction for boreal forests.
    UNASSIGNED: The current northern hemisphere temperate forest age structure is dramatically out of equilibrium with its natural disturbance regimes. Shifts towards more nature-based approaches to forest policy and management should more explicitly consider the current disturbance surplus, as it substantially impacts carbon dynamics and litter (including deadwood) stocks.
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  • 文章类型: Journal Article
    在欧洲的许多地区,大型野生食草动物通过其觅食偏好改变森林群落组成,阻碍森林对气候变化的自然适应性反应,并降低生态系统的复原力。我们调查了一种广泛的欧洲森林类型,以云杉为主的混交林,最近在整个非洲大陆经历了前所未有的动荡。使用森林景观模型iLand,我们调查了气候变化和食草动物对森林结构的综合影响,composition,和碳,并确定了导致300年时间尺度上生态系统过渡的条件。八种气候变化情景,由代表性集中路径4.5和8.5驱动,结合三个级别的再生浏览,进行了测试。我们发现,当前浏览压力水平的持续存在会阻碍社区组成的适应性变化,并维持脆弱但不那么可口的冷杉的存在。这些发展轨迹是曲折的,其特点是干扰强度高。相反,食草动物的减少引发了向天然优势阔叶物种的转变,这与森林碳的增加和干扰的大大减少有关。RCP4.5的条件与高和中等浏览水平相结合,将森林保留在其参考变异性范围内,定义弹性的实际边界。浏览和气候变化的其余组合导致了生态系统的转变。在RCP4.5下,不包括浏览效果,新的均衡条件在120年内实现,而在RCP8.5下,随着更高的浏览强度,稳定被延迟了50-100年。我们得出的结论是,以冷杉为主的森林容易受到气候变化的驱动。然而,减少食草动物可以使森林处于稳定和可预测的轨道上,而维持当前的浏览水平会导致干扰活动加剧,延长的过渡时间,以及目标条件的高度可变性。
    In many regions of Europe, large wild herbivores alter forest community composition through their foraging preferences, hinder the forest\'s natural adaptive responses to climate change, and reduce ecosystem resilience. We investigated a widespread European forest type, a mixed forest dominated by Picea abies, which has recently experienced an unprecedented level of disturbance across the continent. Using the forest landscape model iLand, we investigated the combined effect of climate change and herbivory on forest structure, composition, and carbon and identified conditions leading to ecosystem transitions on a 300-year timescale. Eight climate change scenarios, driven by Representative Concentration Pathways 4.5 and 8.5, combined with three levels of regeneration browsing, were tested. We found that the persistence of the current level of browsing pressure impedes adaptive changes in community composition and sustains the presence of the vulnerable yet less palatable P. abies. These development trajectories were tortuous, characterized by a high disturbance intensity. On the contrary, reduced herbivory initiated a transformation towards the naturally dominant broadleaved species that was associated with an increased forest carbon and a considerably reduced disturbance. The conditions of RCP4.5 combined with high and moderate browsing levels preserved the forest within its reference range of variability, defining the actual boundaries of resilience. The remaining combinations of browsing and climate change led to ecosystem transitions. Under RCP4.5 with browsing effects excluded, the new equilibrium conditions were achieved within 120 years, whereas the stabilization was delayed by 50-100 years under RCP8.5 with higher browsing intensities. We conclude that forests dominated by P. abies are prone to transitions driven by climate change. However, reducing herbivory can set the forest on a stable and predictable trajectory, whereas sustaining the current browsing levels can lead to heightened disturbance activity, extended transition times, and high variability in the target conditions.
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  • 文章类型: Meta-Analysis
    森林不断被干扰改变。然而,了解森林扰动剂的全球格局,它的司机,气候变化下的变化仍然很少。在这里,我们对导致立即树木死亡的森林干扰因子的当前和预计(2°和4°C)分布进行了荟萃分析(即,火,害虫爆发,水文地貌,和风)在国家,大陆,生物群落,和全球规模。该模型包括气候组合(最干旱季度的降水,实际蒸散量,和最低温度),地理(到海岸的距离和地形复杂性),和森林特征(树木密度)在解释干扰源的分布方面比任何其他模型都要好(R2=0.74)。我们提供了森林干扰因子当前和潜在未来分布的全球地图(0.5°×0.5°)。全球范围内,最常见的干扰因素是火灾(46.09%),其次是虫害爆发(23.27%),水文地貌扰动(18.97%),和风(11.67%)。我们的预测表明扰动剂的空间对比变化,在气候变暖的情况下,火灾和风的风险在~50°S和~40°N之间增加。特别是,火灾风险的大幅增加,在受影响最严重的地区超过31%,预计在地中海上空,美国西部和东南部,非洲,大洋洲,南美森林另一方面,预计在更多的南部(>〜50°S)和北部(>〜40°N)纬度地区,虫害爆发和水文地貌干扰将增加。我们的发现对于了解正在发生的变化和制定缓解策略以维持森林干扰变化下的生态完整性和生态系统服务至关重要。我们建议,在预计的气候变化下,未来的植被或碳汇动态模型需要考虑森林扰动剂全球分布的预计变化。
    Forests are continuously altered by disturbances. Yet, knowledge of global pattern of forest disturbance agents, its drivers, and shifts under changing climate remain scarce. Here we present a meta-analysis of current and projected (+2° and + 4 °C) distribution of forest disturbance agents causing immediate tree mortality (i.e., fire, pest outbreak, hydro-geomorphic, and wind) at country, continental, biome, and global scales. The model including combination of climatic (precipitation of driest quarter, actual evapotranspiration, and minimum temperature), geographical (distance to coast and topography complexity), and forest characteristics (tree density) performs better than any other model in explaining the distribution of disturbance agents (R2 = 0.74). We provide global maps (0.5° × 0.5°) of current and potential future distribution of forest disturbance agents. Globally, the most frequent disturbance agent was fire (46.09 %), followed by pest outbreak (23.27 %), hydro-geomorphic disturbances (18.97 %), and wind (11.67 %). Our projections indicate spatially contrasting shifts in disturbance agents, with fire and wind risk increase between ~50°S and ~ 40°N under warming climate. In particular, the substantial increase in fire risk, exceeding 31 % in the most affected areas, is projected over Mediterranean, the western and southeast USA, African, Oceanian, and South American forests. On the other hand, pest outbreak and hydro-geomorphic disturbances are projected to increase in more southern (> ~ 50°S) and northern (> ~ 40°N) latitudes. Our findings are critical for understanding ongoing changes and developing mitigation strategies to maintain the ecological integrity and ecosystem services under shifts in forest disturbances. We suggest that projected shifts in the global distribution of forest disturbance agents needs to be considered to future models of vegetation or carbon sink dynamics under projected climate change.
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  • 文章类型: Journal Article
    在连续尺度上测量的功能性状变异帮助生态学家解开了重要的生态过程。然而,森林生态学家最近又转向使用功能组。关注功能组有务实和生物学的理由。这两种方法都有固有的局限性,包括分箱清楚地连续分布,特征-群体匹配差,以及关于群体为什么存在以及它们是如何演变的狭窄概念框架。我们认为,由于数据不足而导致的功能组的务实使用最终将受到侵蚀。相反,我们认为,现有的概念框架,为什么有限数量的树功能组可能存在是一个有用的,但有缺陷,森林建模的起点,可以通过考虑未测量的功能变异轴进行改进。
    Functional trait variation measured on continuous scales has helped ecologists to unravel important ecological processes. However, forest ecologists have recently moved back toward using functional groups. There are pragmatic and biological rationales for focusing on functional groups. Both of these approaches have inherent limitations including binning clearly continuous distributions, poor trait-group matching, and narrow conceptual frameworks for why groups exist and how they evolved. We believe the pragmatic use of functional groups due to data deficiencies will eventually erode. Conversely, we argue that existing conceptual frameworks for why a limited number of tree functional groups may exist is a useful, but flawed, starting point for modeling forests that can be improved through the consideration of unmeasured axes of functional variation.
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  • 文章类型: Journal Article
    物种多样性与生物量/生产力之间的关系是生态学中的一个主要科学问题。探索这种关系对于理解维持生物多样性的机制至关重要。阳性,负,在对照实验和观察研究中已经确定了中性关系。然而,越来越多的证据表明,物种多样性对地上生物量和生产力的影响受到生物和非生物因素的影响,但目前尚不清楚规模依赖效应是否会影响地上生物量和生产力。在这里,我们使用广义线性回归模型和结构方程模型来探索不同尺度下物种多样性与生产力/地上生物量之间的关系,并研究地形因素和物种多样性对生态系统功能的影响。结果表明,基于物种多样性和地上生物量,生物多样性与生态系统功能之间存在正相关关系。不同的采样尺度可能会影响物种多样性与生态系统功能之间的关系。在中等和大规模的物种丰富度和生产力之间发现了正相关关系;然而,在生产力和其他物种多样性指数中发现了模糊的关系。海拔是影响生物量和生产力的关键因素。这些结果表明,物种多样性不是影响生物量和生产力的唯一因素,物种多样性与生态系统功能之间的正相关是由非生物因素介导的。
    The relationship between species diversity and biomass/productivity is a major scientific question in ecology. Exploring this relationship is essential to understanding the mechanisms underpinning the maintenance of biodiversity. Positive, negative, and neutral relationships have been identified in controlled experiments and observational research. However, increasing evidence suggests that the effects of species diversity on aboveground biomass and productivity are influenced by biotic and abiotic factors, but it remains unclear whether scale-dependent effects affect aboveground biomass and productivity. Herein, we used a generalized linear regression model and a structural equation model to explore relationships between species diversity and productivity/aboveground biomass under different scales and to investigate the effects of topographical factors and species diversity on ecosystem functioning. The results revealed a positive relationship between biodiversity and ecosystem functioning based on species diversity and aboveground biomass. Different sampling scales may impact the relationship between species diversity and ecosystem functioning. A positive relationship was found between species richness and productivity at medium and large scales; however, ambiguous relationships were found in productivity and other species diversity indices. Elevation was a key factor affecting both biomass and productivity. These results suggest that species diversity is not the only factor affecting biomass and productivity, and the positive correlation between species diversity and ecosystem functioning is mediated by abiotic factors.
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  • 文章类型: Journal Article
    森林为社会提供了各种各样的生态系统服务(ES)。北方生物群落正在经历地球上最高的变暖速度,对森林产品的需求不断增加。预见如何最大限度地适应北方森林未来的温暖条件和日益增长的林产品需求,我们需要更好地了解森林管理和气候变化对生态系统服务供应的相对重要性。这里,使用芬兰作为北方森林案例研究,我们评估了广泛的ES(木材,越橘,牛莓,蘑菇,碳储存,风景秀丽,物种栖息地的可用性和枯木)给出了七个管理制度和四个气候变化情景。我们使用森林模拟器SIMO预测未来100年的森林动态(2016-2116),并使用已发布的模型估计每种服务的潜在供应。然后,我们使用广义线性混合模型测试了管理和气候变化作为这些服务未来供应驱动因素的相对重要性.我们的结果表明,管理对这些ES未来供应的影响是,平均而言,比所有服务的气候变化影响高11倍,但它们之间有很大的不同(木材和越橘从0.53到24倍高,分别)。值得注意的是,这些驱动因素的重要性在北方生物群落内的生物地理带之间存在很大差异。芬兰北部的气候变化影响是芬兰南部的1.6倍,而管理的效果则相反——与北方相比,南方的效果是北方的三倍。我们得出的结论是,使森林适应全球变化的新指南应考虑区域差异以及气候变化和管理对不同森林ES的影响的变化。
    Forests provide a wide variety of ecosystem services (ES) to society. The boreal biome is experiencing the highest rates of warming on the planet and increasing demand for forest products. To foresee how to maximize the adaptation of boreal forests to future warmer conditions and growing demands of forest products, we need a better understanding of the relative importance of forest management and climate change on the supply of ecosystem services. Here, using Finland as a boreal forest case study, we assessed the potential supply of a wide range of ES (timber, bilberry, cowberry, mushrooms, carbon storage, scenic beauty, species habitat availability and deadwood) given seven management regimes and four climate change scenarios. We used the forest simulator SIMO to project forest dynamics for 100 years into the future (2016-2116) and estimate the potential supply of each service using published models. Then, we tested the relative importance of management and climate change as drivers of the future supply of these services using generalized linear mixed models. Our results show that the effects of management on the future supply of these ES were, on average, 11 times higher than the effects of climate change across all services, but greatly differed among them (from 0.53 to 24 times higher for timber and cowberry, respectively). Notably, the importance of these drivers substantially differed among biogeographical zones within the boreal biome. The effects of climate change were 1.6 times higher in northern Finland than in southern Finland, whereas the effects of management were the opposite-they were three times higher in the south compared to the north. We conclude that new guidelines for adapting forests to global change should account for regional differences and the variation in the effects of climate change and management on different forest ES.
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  • 文章类型: Journal Article
    The frequency and intensity of forest disturbances, such as drought and fire, are increasing globally, with an increased likelihood of multiple disturbance events occurring in short succession. Disturbances layered over one another may influence the likelihood or intensity of subsequent events (a linked disturbance) or impact response and recovery trajectories (a compound disturbance), with substantial implications for ecological spatiotemporal vulnerability. This study evaluates evidence for disturbance interactions of drought followed by wildfire in a resprouting eucalypt-dominated forest (the Northern Jarrah Forest) in southwestern Australia. Sites were stratified by drought (high, low), from previous modeling and ground validation, and fire severity (high, moderate, unburnt), via remote sensing using the relative difference normalized burn ratio (RdNBR). Evidence of a linked disturbance was assessed via fine fuel consumption and fire severity. Compound disturbance effects were quantified at stand scale (canopy height, quadratic mean diameter, stem density) and stem scale (mortality). There was no evidence of prior drought influencing fine fuel consumption or fire severity and, hence, no evidence of a linked disturbance. However, compound disturbance effects were evident; stands previously affected by drought experienced smaller shifts in canopy height, quadratic mean diameter, and stem density than stands without prior drought impact. At the stem scale, size and fire severity were the strongest determinants of stem survival. Proportional resprouting height was greater in high drought sites than in low drought sites (p < 0.01), meaning, structurally, the low drought stands decreased in height more than the high drought stands. Thus, a legacy of the drought was evident after the wildfire. Although these resprouting eucalypt forests have been regarded as particularly resilient, this study illustrates how multiple disturbances can overwhelm the larger tree component and promote an abundance of smaller stems. We suggest that this is early evidence of a structural destabilization of these forests under a more fire-prone, hotter, and drier future climate.
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  • 文章类型: Journal Article
    近几十年来,樟子松种群的死亡事件有所增加。这些现象产生的原因,这通常与当地和地区的极端干旱有关,从生理角度进行了广泛的研究。然而,死亡过程在人口统计学和植被动态方面的后果尚未得到彻底解决。这里,我们预测了P.sylvestris在死亡事件后的图动态,在气候变化情景下,还考虑到他们的早期人口阶段(即,幼苗,树苗和从树苗到成虫类的向内生长),评估此类事件后樟子松种群的恢复力。我们使用积分投影模型(IPM)来预测当前气候下的未来地块结构,在RCP4.5和RCP8.0气候情景下,使用气候适宜性-从物种分布模型中提取-作为随时间变化的生命率估计的协变量。从两次连续的调查中获得了输入IPM的现场数据,在死亡事件结束(2013年)和四年后(2017年),对位于加泰罗尼亚(西班牙东北部)樟子树分布范围内的种群进行了研究。受死亡影响的地块经历了大树的损失,这导致了基底区域,相对于未受影响的地块,树木直径和树木密度将在几十年内保持较低。活动结束后,这种情况在受影响的地块中部分抵消了基础面积的更大增加和幼苗进入树木阶段的增加,从而促进韧性。然而,在气候变化情景下,由于温暖和干燥的条件涉及额外的生理压力,恢复能力会延迟,由于幼苗数量减少和地块基底面积较小。研究表明,干旱导致的死亡事件对森林结构的滞后效应,还揭示了稳定机制,如招募和树木生长释放,增强韧性。然而,这些机制将受到即将来临的区域变暖的危害。
    In recent decades, die-off events in Pinus sylvestris populations have increased. The causes of these phenomena, which are usually related to local and regional extreme hot droughts, have been extensively investigated from a physiological viewpoint. However, the consequences of die-off process in terms of demography and vegetation dynamics have been less thoroughly addressed. Here, we projected P. sylvestris plot dynamics after a die-off event, under climate change scenarios, considering also their early demographic stages (i.e., seedlings, saplings and ingrowth from the sapling to adult class), to assess the resilience of P. sylvestris populations after such events. We used Integral Projection Models (IPMs) to project future plot structure under current climate, and under RCP4.5 and RCP8.0 climate scenarios, using climatic suitability - extracted from Species Distribution Models - as a covariable in the estimations of vital rates over time. Field data feeding IPMs were obtained from two successive surveys, at the end of the die-off event (2013) and four years later (2017), undertaken on populations situated across the P. sylvestris range of distribution in Catalonia (NE Spain). Plots affected by die-off experienced a loss of large trees, which causes that basal area, tree diameter and tree density will remain lower for decades relative to unaffected plots. After the event, this situation is partially counterbalanced in affected plots by a greater increase in basal area and seedling recruitment into tree stage, thus promoting resilience. However, resilience is delayed under the climate-change scenarios with warmer and drier conditions involving additional physiological stress, due to a reduced abundance of seedlings and a smaller plot basal area. The study shows lagged effect of drought-induced die-off events on forest structure, also revealing stabilizing mechanisms, such as recruitment and tree growth release, which enhance resilience. However, these mechanisms would be jeopardized by oncoming regional warming.
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