climate warming

气候变暖
  • 文章类型: Journal Article
    造礁珊瑚对全球变暖的适应取决于选择可以作用的耐性性状的可遗传变异。然而,关于间隔数米至数百公里的特定个体之间耐热性变化的知识有限。这里,我们进行了标准化的急性热应激测定,以量化来自大堡礁1060km(9.5°纬度)的13个珊瑚礁的709个Acroporaspathulata菌落的耐热性特征。光化学效率和叶绿素保留的热阈值在礁石之间(约6°C)和礁石内部(约3°C)的单个菌落之间差异很大。尽管菌落的耐受性排名因性状而异,在几乎所有的珊瑚礁中发现了最耐热的珊瑚(即每种特征的前25%),表明广泛的表型变异。珊瑚礁尺度环境预测因子解释了12-62%的性状变异。珊瑚暴露于高热平均值和最近的热应力表现出最大的光化学性能,可能反映了局部适应和压力适应前,和最低的叶绿素保留表明胁迫预敏感。重要的是,相对于当地夏季温度的耐热性在较高纬度的珊瑚礁上最高,这表明具有较高的适应潜力。这些结果可用于确定自然耐受的珊瑚种群和个体,以进行保护和恢复应用。
    Adaptation of reef-building corals to global warming depends upon standing heritable variation in tolerance traits upon which selection can act. Yet limited knowledge exists on heat-tolerance variation among conspecific individuals separated by metres to hundreds of kilometres. Here, we performed standardized acute heat-stress assays to quantify the thermal tolerance traits of 709 colonies of Acropora spathulata from 13 reefs spanning 1060 km (9.5° latitude) of the Great Barrier Reef. Thermal thresholds for photochemical efficiency and chlorophyll retention varied considerably among individual colonies both among reefs (approximately 6°C) and within reefs (approximately 3°C). Although tolerance rankings of colonies varied between traits, the most heat-tolerant corals (i.e. top 25% of each trait) were found at virtually all reefs, indicating widespread phenotypic variation. Reef-scale environmental predictors explained 12-62% of trait variation. Corals exposed to high thermal averages and recent thermal stress exhibited the greatest photochemical performance, probably reflecting local adaptation and stress pre-acclimatization, and the lowest chlorophyll retention suggesting stress pre-sensitization. Importantly, heat tolerance relative to local summer temperatures was the greatest on higher latitude reefs suggestive of higher adaptive potential. These results can be used to identify naturally tolerant coral populations and individuals for conservation and restoration applications.
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  • 文章类型: Journal Article
    微生物碳利用效率(CUE)是介导微生物对土壤有机碳(SOC)影响的重要变量,因为它总结了多少碳用于微生物生长或呼吸。然而,CUE在调节SOC存储中的作用仍存在争议,具有正负SOC-CUE关系的证据。这里,我们使用世界各地的测量数据和数值模拟相结合来探索SOC-CUE关系,考虑温度(T)对CUE的影响。结果表明,CUE-T关系的符号控制SOC-CUE关系的方向。负的CUE-T关系导致正的SOC-CUE关系,反之亦然,强调CUE-T模式显着影响微生物如何使用有机碳,从而影响SOC-CUE关系。数值结果也证实了观察到的负SOC-T关系,不管CUE-T模式如何,这意味着温度在控制SOC存储方面比CUE起更主要的作用。当温度影响被隔离时,SOC-CUE关系通常是负的,即使当考虑到非线性微生物周转时,它也会变得积极。这些结果表明CUE-T模式在控制SOC-CUE关系中的主导作用。我们的发现有助于更好地了解SOC和微生物对气候变暖的反应。
    Microbial carbon use efficiency (CUE) is an important variable mediating microbial effects on soil organic carbon (SOC) since it summarizes how much carbon is used for microbial growth or is respired. Yet, the role of CUE in regulating SOC storage remains debated, with evidence for both positive and negative SOC-CUE relations. Here, we use a combination of measured data around the world and numerical simulations to explore SOC-CUE relations accounting for temperature (T) effects on CUE. Results reveal that the sign of the CUE-T relation controls the direction of the SOC-CUE relations. A negative CUE-T relation leads to a positive SOC-CUE relation and vice versa, highlighting that CUE-T patterns significantly affect how organic carbon is used by microbes and hence SOC-CUE relations. Numerical results also confirm the observed negative SOC-T relation, regardless of the CUE-T patterns, implying that temperature plays a more dominant role than CUE in controlling SOC storage. The SOC-CUE relation is usually negative when temperature effects are isolated, even though it can become positive when nonlinear microbial turnover is considered. These results indicate a dominant role of CUE-T patterns in controlling the SOC-CUE relation. Our findings help to better understand SOC and microbial responses to a warming climate.
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  • 文章类型: Journal Article
    持续的变暖将通过热效应和增加水分亏缺来影响植物的光合作用。作为干旱沙漠中植物生长发育的主要限制因素,水可能会改变对植物光合作用的潜在增温效应,并导致植物动态的不确定性增加。这里,我们使用开放式腔室(OTC)来评估原位变暖(0.5和1.5°C)对两种代表性沙漠植物的光合作用和生长的影响,黄蒿和小草,从潮湿到干燥的咒语。还测量了与光合扩散和生化过程相关的植物性状,以探索所涉及的潜在机制。在两种植物的1.5°C增温下,增温显着增加了湿期间的净光合速率(Anet),而在0.5°C的温度下仅增加了A.ordosica的温度。在干旱期,A.ordosica和G.dasphylla中的Anet均下降,下降率分别为48%和41%,分别,在变暖的情况下高于控制。因此,变暖显著放大了光合对干旱事件的反应,这抵消了潮湿时期的积极变暖效应,并导致两个物种的植物生物量不变。此外,植物性状的改变往往与湿期间的积极变暖效应有关,干旱的负面影响主要是由于气孔限制。我们的结果强调,在干旱事件期间,潮湿时期变暖的潜在好处可能会逆转。因此,持续变暖对沙漠生产力的不利影响可能会在生长季节和干旱年份的干旱时期增加。
    Ongoing warming will influence plant photosynthesis via thermal effects and by enhancing water deficit. As the primary limiting factor for the growth and development of plants in arid deserts, water may alter the potential warming effects on plant photosynthesis and lead to increased uncertainty in plant dynamics. Here, we used open-top chambers (OTCs) to evaluate the impacts of in situ warming (+0.5 and +1.5 °C) on the photosynthesis and growth of two representative desert plants, Artemisia ordosica and Grubovia dasyphylla, from wet to dry spells. The plant traits associated with photosynthetic diffusive and biochemical processes were also measured to explore the underlying mechanisms involved. We found that warming significantly increased the net photosynthetic rate (Anet) during wet spells under 1.5 °C warming in both plants, while only increased that of A. ordosica under 0.5 °C warming. During dry spells, Anet decreased both in A. ordosica and G. dasyphylla, with the rates of declining being 48 % and 41 %, respectively, higher than control under warming. Consequently, warming significantly amplified photosynthetic responses to drought events, which offset the positive warming effects during wet spells and led to unchanged plant biomass in both species. Besides, alterations in plant traits tended to be associated with positive warming effects during wet spells, and the negative effects of drought were mainly due to stomatal limitation. Our results emphasised that the potential benefits of warming during wet spells may be reversed during drought events. Thus, the adverse effects of ongoing warming on desert productivity may increase during dry spells in growing seasons and during dry years.
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  • 文章类型: Journal Article
    气候变暖影响害虫的生长发育,导致其地理分布的变化,这增加了预防和控制的难度。果蝇,亚洲新角膜炎(Becker),是一种主要的食性害虫,会导致枸杞严重的产量损失,枸杞近年来,随着种植面积的扩大,害虫的危害越来越严重,严重阻碍了枸杞的生产。在这项研究中,利用最优MaxEnt模型模拟和预测了当前和未来气候情景下亚洲雪草的潜在适宜生境,基于筛选分布记录和环境因素。使用ArcGIS确定了气候变化下害虫分布的变化。结果表明,MaxEnt的最佳参数组合是特征组合(FC)=LQPT和正则化乘数(RM)=1。影响害虫分布的主要环境因素是最干旱季度的平均温度,最冷季度平均温度和最冷季度降水。在不同的气候条件下,在目前的气候条件下,害虫的适宜栖息地主要在27°-47°N和73°-115°E之间。中、高适宜生境面积42.18×104km2,主要分布在内蒙古(13.68×104km2),甘肃(9.40×104km2),宁夏(5.07×104km2),青海(4.10×104km2),和新疆(3.97×104km2)省份。在未来的气候情景下,预计合适的面积将低于目前的面积,除了SSP245-2050和SSP370-2070,适宜栖息地的质心主要向东北移动,除了SSP370-2050和SSP585-2070。我们的研究结果为积雪草的监测和管理提供了有价值的指导,以及无虫枸杞种植地点的选择。
    Climate warming affects the growth and development of pests, resulting in changes in their geographical distribution, which increases the difficulty in terms of prevention and control. The fruit fly, Neoceratitis asiatica (Becker), is a predominant frugivorous pest that causes serious yield loss in the goji berry, Lycium barbarum L. In recent years, with the expansion of cultivation area, the damage induced by the pest has become increasingly severe, significantly impeding the production of the goji berry. In this study, the potential suitable habitats of N. asiatica under current and future climate scenarios were simulated and predicted using the optimal MaxEnt model, based on the screening distribution records and environmental factors. The changes in the pest distribution under climate change were determined using ArcGIS. The results showed that the best combination of parameters for MaxEnt were feature combination (FC) = LQPT and regularization multiplier (RM) = 1. The dominant environmental factors influencing pest distribution were mean temperature of driest quarter, mean temperature of coldest quarter and precipitation of coldest quarter. Under different climate conditions, the suitable habitats of the pest primarily ranged between 27°-47° N and 73°-115° E. Under current climate conditions, the area of moderately and highly suitable habitats was 42.18 × 104 km2, and mainly distributed in Inner Mongolia (13.68 × 104 km2), Gansu (9.40 × 104 km2), Ningxia (5.07 × 104 km2), Qinghai (4.10 × 104 km2), and Xinjiang (3.97 × 104 km2) Provinces. Under future climate scenarios, the suitable area was projected to be lower than the current ones, except SSP245-2050s and SSP370-2070s, and the centroids of suitable habitats were mainly shifted to the northeast, except SSP370-2050s and SSP585-2070s. Our results provide valuable guidance for the monitoring and management of N. asiatica, as well as the selection of pest-free goji berry cultivation sites.
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  • 文章类型: Journal Article
    全球气温上升通常被认为是通过影响生物多样性结构和功能而影响生态系统及其提供的服务的关键驱动因素。我们对生物多样性和功能的理解不成比例地来自短期实验研究和生物多样性指数的静态值,缺乏监测长期趋势和捕捉社区动态的能力。这里,我们分析了一个两年一次的数据集,该数据集涵盖了32年的大型无脊椎动物底栖群落及其对温度升高的功能响应。我们监测了物种热亲和力的变化,通过选择它们的中点全球温度分布范围并将它们与物种特征联系起来,来检查与变暖相关的变化。我们采用了一种新颖的加权度量方法,使用生物性状分析(BTA),通过结合物种丰度和体型并选择代表五个生态系统功能的性状子集来更好地了解每个物种的生态潜力:生物扰动活动,沉积物稳定性,养分循环利用和营养产量的高低。使用生物多样性指数(丰富度,辛普森的多样性和脆弱性)和功能指数(丰富性,Rao的Q和冗余),群落结构随时间变化不大,变化范围窄。然而,我们显示了物种组成的变化,随着变暖和个体数量的增加,积极和/或非线性地改变了生态系统的功能。然而,当高于物种的分类学分组被排除在分析之外时,社区加权平均热亲和力的测量变化只有微弱的增加,表明生态系统功能随时间的变化与温度升高相关的群落组成变化无关。在这些潮下大型底栖群落中,驱动物种组成和丰度的其他环境因素可能更为重要。这挑战了普遍强调温度是对气候变化的生态响应的主要驱动因素,并强调了全面了解复杂系统的时间动力学的必要性。
    Rising global temperatures are often identified as the key driver impacting ecosystems and the services they provide by affecting biodiversity structure and function. A disproportionate amount of our understanding of biodiversity and function is from short-term experimental studies and static values of biodiversity indices, lacking the ability to monitor long-term trends and capture community dynamics. Here, we analyse a biennial dataset spanning 32 years of macroinvertebrate benthic communities and their functional response to increasing temperatures. We monitored changes in species\' thermal affinities to examine warming-related shifts by selecting their mid-point global temperature distribution range and linking them to species\' traits. We employed a novel weighted metric using Biological Trait Analysis (BTA) to gain better insights into the ecological potential of each species by incorporating species abundance and body size and selecting a subset of traits that represent five ecosystem functions: bioturbation activity, sediment stability, nutrient recycling and higher and lower trophic production. Using biodiversity indices (richness, Simpson\'s diversity and vulnerability) and functional indices (richness, Rao\'s Q and redundancy), the community structure showed no significant change over time with a narrow range of variation. However, we show shifts in species composition with warming and increases in the abundance of individuals, which altered ecosystem functioning positively and/or non-linearly. Yet, when higher taxonomic groupings than species were excluded from the analysis, there was only a weak increase in the measured change in community-weighted average thermal affinities, suggesting changes in ecosystem functions over time occur independently of temperature increase-related shifts in community composition. Other environmental factors driving species composition and abundance may be more important in these subtidal macrobenthic communities. This challenges the prevailing emphasis on temperature as the primary driver of ecological response to climate change and emphasises the necessity for a comprehensive understanding of the temporal dynamics of complex systems.
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  • 文章类型: Journal Article
    最近的气候变暖和相关的冰川退缩极大地改变了前冰川湖泊的环境条件和微生物居民。然而,我们对气候变暖和冰川对这些湖泊微生物生物多样性的影响的理解仍然相对有限。这里,我们研究了青藏高原22个冰川前湖泊的浮游细菌群落,年平均温度(MAT)在近7°C的范围内,并通过时空替代研究了气候和冰川对其生物多样性的影响。与冰川影响相比,MAT成为浮游细菌生物多样性的主要环境驱动因素,增加物种丰富度,降低β-多样性。我们确定了576个低MAT(冷首选)物种和2,088个高MAT(热首选)物种,发现低MAT物种对环境的适应性较差,它们的数量随着温度的升高而下降。这些结果通过解开冷偏好和热偏好物种的对比反应和适应,促进了我们对温度驱动的浮游细菌动力学的理解。我们的发现强调了寒冷专业分类群的脆弱性以及与快速变化的前冰川湖泊中气候变暖相关的潜在生物多样性损失。
    Recent climate warming and associated glacier retreat have dramatically changed the environmental conditions and microbial inhabitants of proglacial lakes. However, our understanding of the effects of climate warming and glacial influence on microbial biodiversity in these lakes remain relatively limited. Here, we studied bacterioplankton communities in 22 proglacial lakes on the Tibetan Plateau, spanning a range of nearly 7 °C in mean annual temperature (MAT), and examined the effects of climate and glaciers on their biodiversity by a space-to-time substitution. MAT emerged as the primary environmental driver of bacterioplankton biodiversity compared to glacial influence, increasing species richness and decreasing β-diversity. We identified 576 low-MAT (cold-preferred) species and 2,088 high-MAT (warm-preferred) species, and found that low-MAT species are less environmentally adapted, with their numbers declining as temperature increased. These results advance our understanding of temperature-driven bacterioplankton dynamics by disentangling the contrasting responses and adaptations of cold-preferred and warm-preferred species. Our findings highlight the vulnerability of cold-specialist taxa and the potential biodiversity losses associated with climate warming in the rapidly changing proglacial lakes.
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  • 文章类型: Journal Article
    人为活动正在推动沿海生态环境的重大变化,与海草床生态系统相关的微生物越来越受到关注。迷宫主要被认为是与海洋碎屑有关的腐生原生生物,它也是影响海洋藻类的机会病原体,陆生植物和软体动物,尤其是在沿海环境中。该属在海洋碎屑的分解中起着关键作用,通过与硅藻的相互作用以及利用各种碳水化合物活性酶分解海草细胞壁来促进。然而,人类活动通过气候变暖等因素显着影响了海草消瘦病(SWD)的患病率和严重程度,盐度增加和海洋酸化。温度和盐度的上升,人为引起的气候变化加剧了,已被证明会增加海草对迷宫的敏感性,强调病原体对环境应激源的适应性。此外,海草在调节病原体负荷及其对迷宫的免疫反应中的作用强调了这些海洋生态系统中的复杂动态。重要的是,海草寄主的基因型多样性,环境胁迫因素和牡蛎等海洋生物的存在,可以影响海草和迷宫之间的相互作用机制。此外,这些生物具有减轻和促进病原体传播的潜力。这些相互作用的复杂性及其由人类活动驱动的影响要求开发综合的多因素模型,以更好地理解和管理海草床的保护和恢复。
    Anthropogenic activities are driving significant changes in coastal ecological environments, increasingly spotlighting microorganisms associated with seagrass bed ecosystems. Labyrinthula is primarily recognized as a saprophytic protist associated with marine detritus, and it also acts as an opportunistic pathogen affecting marine algae, terrestrial plants and mollusks, especially in coastal environments. The genus plays a key role in the decomposition of marine detritus, facilitated by its interactions with diatoms and through the utilization of a diverse array of carbohydrate-active enzymes to decompose seagrass cell walls. However, human activities have significantly influenced the prevalence and severity of seagrass wasting disease (SWD) through factors such as climate warming, increased salinity and ocean acidification. The rise in temperature and salinity, exacerbated by human-induced climate change, has been shown to increase the susceptibility of seagrass to Labyrinthula, highlighting the adaptability of pathogen to environmental stressors. Moreover, the role of seagrass in regulating pathogen load and their immune response to Labyrinthula underscore the complex dynamics within these marine ecosystems. Importantly, the genotype diversity of seagrass hosts, environmental stress factors and the presence of marine organisms such as oysters, can influence the interaction mechanisms between seagrass and Labyrinthula. Besides, these organisms have the potential to both mitigate and facilitate pathogen transmission. The complexity of these interactions and their impacts driven by human activities calls for the development of comprehensive multi-factor models to better understand and manage the conservation and restoration of seagrass beds.
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  • 文章类型: Journal Article
    全球气候变化显著影响了中高纬度森林的结构和分布。在中国东北的森林地区,气候变暖的幅度超过了全球平均水平,这对优势树种的生存和栖息地可持续性提出了巨大挑战。我们预测了地上生物量的潜在变化,优势树种组成,以及下个世纪在不同气候条件下东北森林地区的分布,包括当前情景和未来情景(RCP2.6,RCP4.5和RCP8.5)。森林生态系统过程模型LINKAGES3.0用于模拟在同质土地类型单元水平上的四种气候情景下物种水平地上生物量的动态变化。基于三个指标调查了树种的潜在空间分布:灭绝,殖民,和坚持。结果表明,LINKAGES3.0模型有效地模拟了东北林区17种优势树种的地上生物量,实现R²=0.88的高精度。在当前,RCP2.6和RCP4.5气候情景,优势树种呈现地上生物量逐渐增加,而在RCP8.5下,观察到最初的增加和随后的下降.随着变暖幅度的增加,冷温带针叶树种将逐渐被其他温带阔叶树种取代。此外,在RCP8.5下的大幅温度升高可能会在落叶松等树种的潜在分布范围内产生明显的收缩,苏格兰松树,罗纹桦木,云杉和冷杉,而大多数温带阔叶树种和红松预计将向北迁移。这些发现为增强中高纬度地区森林生态系统的适应性和复原力以及应对气候变暖带来的威胁提供了指导。
    Global climate change has markedly influenced the structure and distribution of mid-high-latitude forests. In the forest region of Northeast China, the magnitude of climate warming surpasses the global average, which presents immense challenges to the survival and habitat sustainability of dominant tree species. We predicted the potential changes in aboveground biomass, dominant tree species composition, and distribution in the forest region of Northeast China over the next century under different climatic conditions encompassing the current scenario and future scenarios (RCP2.6, RCP4.5, and RCP8.5). Forest ecosystem process model LINKAGES 3.0 was used to simulate dynamic changes in species-level aboveground biomass under four climate scenarios at the homogeneous land-type unit level. The potential spatial distribution of tree species was investigated based on three indicators: extinction, colonization, and persistence. The results showed that LINKAGES 3.0 model effectively simulated the aboveground biomass of 17 dominant tree species in the forest region of Northeast China, achieving a high accuracy with R² = 0.88. Under the current, RCP2.6, and RCP4.5 climate scenarios, the dominant tree species presented gradual increases in aboveground biomass, whereas under RCP8.5, an initial increase and subsequent decline were observed. With increasing warming magnitude, cold-temperate coniferous tree species will gradually be replaced by other temperate broad-leaved tree species. Furthermore, a large temperature increase under RCP8.5 will likely produce a significant contraction in the potential distribution range of tree species like Larch, Scotch pine, Ribbed birch, Spruce and Fir, while most temperate broad-leaved tree species and Korean pine are expected to demonstrate a northward migration. These findings provide guidance for enhancing the adaptability and resilience of forest ecosystems in middle and high latitudes and addressing the threats posed by climate warming.
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  • 文章类型: Journal Article
    捕食者对变暖的反应可以通过表型可塑性发生,进化适应或两者的结合,改变它们对猎物群落的自上而下的影响。然而,我们缺乏气候变暖引起的捕食者进化变化如何影响天然食物网的证据.这里,我们询问,与经历自然热状态的附近物种相比,多代受变暖影响的野生鱼类对猎物群落的影响是否不同。我们用幼虫鲈鱼(Percafluviatilis)进行了普通的花园中观实验,源自加热或参考沿海环境,在实验温度的梯度下,以浮游动物群落为食。总的来说,在加热鱼的存在下,浮游动物的丰度更高,并且没有随着实验变暖而变化,而在存在未加热来源的鱼的情况下,随着实验温度的下降。浮游动物分类学和大小组成的响应表明,随着温度的升高,加热来源的幼虫消耗更多的大型类群。我们的发现表明,鱼类种群之间的差异,可能代表对其长期热环境的适应,会影响丰度,生物量,猎物群落的大小和物种组成。这表明,捕食者对持续气候变暖的快速微进化可能会通过食物网传播产生间接的跨代生态后果。
    Predator responses to warming can occur via phenotypic plasticity, evolutionary adaptation or a combination of both, changing their top-down effects on prey communities. However, we lack evidence of how warming-induced evolutionary changes in predators may influence natural food webs. Here, we ask whether wild fish subject to warming across multiple generations differ in their impacts on prey communities compared with their nearby conspecifics experiencing a natural thermal regime. We carried out a common garden mesocosm experiment with larval perch (Perca fluviatilis), originating from a heated or reference coastal environment, feeding on zooplankton communities under a gradient of experimental temperatures. Overall, in the presence of fish of heated origin, zooplankton abundance was higher and did not change with experimental warming, whereas in the presence of fish of unheated origin, it declined with experimental temperature. Responses in zooplankton taxonomic and size composition suggest that larvae of heated origin consume more large-sized taxa as the temperature increases. Our findings show that differences between fish populations, potentially representing adaptation to their long-term thermal environments, can affect the abundance, biomass, size and species composition of their prey communities. This suggests that rapid microevolution in predators to ongoing climate warming might have indirect cross-generational ecological consequences propagating through food webs.
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  • 文章类型: Journal Article
    陆地碳(C)-气候反馈的大小在很大程度上取决于土壤有机质(SOM)分解的温度敏感性(Q10)。然而,我们对SOM组分的Q10决定因素的理解,如颗粒和矿物相关的有机物(POM和MAOM,分别)仍然不足。特别是,目前尚不清楚微生物对Q10的影响是否是分数依赖性的,这在预测土壤C动力学中引起了很大的不确定性。这里,我们在青藏高原进行了大规模的表土采样,结合SOM分级分离和300天的实验室孵育,以评估Q10与微生物特性之间的SOM分数依赖性联系。我们发现与MAOM相比,POM具有更大的Q10和更大的微生物多样性,并构建了不同的微生物群落及其共现模式。此外,Q10与微生物特性的关联在两个SOM组分之间有所不同。细菌群落组成和细菌梯形分类群的相对丰度分别影响POM和MAOM的Q10,而细菌α多样性与POM和MAOM的Q10呈相反关系。这些发现强调了将SOM分数依赖的微生物特性及其与Q10的联系纳入地球系统模型以准确预测陆地C气候反馈的必要性。
    The magnitude of terrestrial carbon (C)-climate feedback largely depends on the temperature sensitivity of soil organic matter (SOM) decomposition (Q10). However, our understanding of determinants of Q10 for SOM fractions such as particulate and mineral-associated organic matter (POM and MAOM, respectively) is still inadequate. Particularly, it remains unclear whether microbial effects on Q10 are fraction-dependent, which induces large uncertainties in projecting soil C dynamics. Here, we conducted large-scale topsoil sampling on the Tibetan Plateau, in combination with SOM fractionation and 300-day laboratory incubation to assess SOM fraction-dependent linkages between Q10 and microbial properties. We found that compared with MAOM, POM had larger Q10 and greater microbial diversity, and also structured distinct microbial communities as well as their co-occurrence patterns. Furthermore, associations of Q10 with microbial properties differed between the two SOM fractions. Bacterial community composition and relative abundance of bacterial keystone taxa affected Q10 for POM and MAOM respectively, while bacterial alpha diversity showed opposite relationships with Q10 for POM and MAOM. These findings highlight the necessity of incorporating SOM fraction-dependent microbial properties and their linkages with Q10 into Earth system models to accurately predict terrestrial C-climate feedback.
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