alpine ecosystem

高山生态系统
  • 文章类型: Journal Article
    洞穴动物是陆地生态系统功能的关键驱动因素,但是我们对它们对土壤微生物组的影响知之甚少。这里,我们使用来自一组受高原鼠兔(Ochtonacurzoni)干扰的栖息地的土壤微生物群,评估了挖土动物对微生物组装过程和共生模式的影响.鼠兔干扰对细菌和真菌群落有不同的影响。真菌多样性一般随着斑块面积的增加而增加,而细菌多样性下降。这些截然不同的物种与地区关系与其群落聚集机制密切相关。较大斑块上细菌多样性的丧失主要是由确定性过程驱动的,主要是由于营养素供应的下降(例如,有机C,无机氮)。相比之下,真菌的分布主要是由随机过程驱动的,该过程的扩散限制导致了它们在较大斑块上的较高真菌多样性。细菌共生网络表现出节点和连锁数与斑块面积的正相关关系,真菌网络呈现积极的模块化-区域关系,表明细菌在鼠兔干扰下倾向于形成更紧密的联系社区,而真菌倾向于构建更高的模块化网络。我们的结果表明,鼠兔会影响高山环境中的微生物组装过程和共现模式,从而增强了当前对自然干扰下微生物生物地理学的理解。
    Burrowing animals are a critical driver of terrestrial ecosystem functioning, but we know little about their effects on soil microbiomes. Here, we evaluated the effect of burrowing animals on microbial assembly processes and co-occurrence patterns using soil microbiota from a group of habitats disturbed by Plateau pikas (Ochtona curzoniae). Pika disturbance had different impacts on bacterial and fungal communities. Fungal diversity generally increased with patch area, whereas bacterial diversity decreased. These strikingly different species-area relationships were closely associated with their community assembly mechanisms. The loss of bacterial diversity on larger patches was largely driven by deterministic processes, mainly due to the decline of nutrient supply (e.g., organic C, inorganic N). In contrast, fungal distribution was driven primarily by stochastic processes that dispersal limitation contributed to their higher fungal diversity on lager patches. A bacterial co-occurrence network exhibited a positive relationship of nodes and linkage numbers with patch area, and the fungal network presented a positive modularity-area relationship, suggesting that bacteria tended to form a closer association community under pika disturbance, while fungi tended to construct a higher modularity network. Our results suggest that pikas affects the microbial assembly process and co-occurrence patterns in alpine environments, thereby enhancing the current understanding of microbial biogeography under natural disturbances.
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  • 文章类型: Journal Article
    由于来自地上和地下来源的极端环境压力,平衡用于种群繁殖和持久性的不同功能的生物量需求对于高山植物来说可能是具有挑战性的。高山生态系统中生态系统工程师的存在有效缓解了微环境压力,从而促进其他胁迫耐受性较差的物种的生存和生长。然而,生态系统工程师对植物资源分配策略的影响仍未被探索。在这项研究中,我们比较了资源分配策略,包括生物量积累,生殖努力(RE),根分数(RF),以及不同函数之间的关系,在裸露的地面上属于龙胆科的四种高山植物中,tussock草-,坐垫-,和灌木工程的微栖息地。灌木工程微生境对调节植物资源分配模式产生了最强的影响,其次是草丛和垫工程微生境。此外,除了微栖息地,种群背景和植物生活史也显著影响资源分配策略。一般来说,在工程微生境内建立的植物表现出更高的生物量积累,以及增加的花朵,叶和茎生产。此外,工程微生境内的个体通常表现出较低的射频,表明更多的资源分配给地上功能,同时减少分配给根发展。一年生植物的RE显著高于多年生植物。然而,与裸露的地面栖息地相比,工程微生境中的一年生植物个体的RE较低;而多年生物种在微生境类型之间表现出相似的RE。此外,RE通常在裸露的栖息地中与植物的大小无关,但在特定的工程微生境类型中,某些物种在某些种群中表现出大小依赖性。然而,在此处检查的大多数情况下,绝对生殖和根生物量分配确实存在大小依赖性。在花质量和花数量之间没有观察到权衡,也不在叶片质量和叶片数量之间。证实了生态系统工程师在相关植物中调节资源分配策略的能力。然而,生态系统工程效应协同产生的资源配置模式,人口环境背景,和植物生活史策略。总的来说,这些法规可以提高个体的生存和生殖潜力,在具有挑战性的高山环境中可能会促进人口的持久性。
    Balancing the biomass requirements of different functions for the purpose of population reproduction and persistence can be challenging for alpine plants due to extreme environmental stresses from both above- and below-ground sources. The presence of ecosystem engineers in alpine ecosystems effectively alleviates microenvironmental stresses, hence promoting the survival and growth of other less stress-tolerant species. However, the influence of ecosystem engineers on plant resource allocation strategies remains highly unexplored. In this study, we compared resource allocation strategies, including biomass accumulation, reproductive effort (RE), root fraction (RF), as well as relationships between different functions, among four alpine plant species belonging to Gentianaceae across bare ground, tussock grass-, cushion-, and shrub-engineered microhabitats. Shrub-engineered microhabitats exerted the strongest effects on regulating plant resource allocation patterns, followed by tussock grass- and cushion-engineered microhabitats. Additionally, apart from microhabitats, population background and plant life history also significantly influenced resource allocation strategies. Generally, plants established within engineered microhabitats exhibited higher biomass accumulation, as well as increased flower, leaf and stem production. Furthermore, individuals within engineered microhabitats commonly displayed lower RF, indicating a greater allocation of resources to above-ground functions while reducing allocation to root development. RE of annual plants was significantly higher than that of perennial plants. However, individuals of annual plants within engineered microhabitats showed lower RE compared to their counterparts in bare ground habitats; whereas perennial species demonstrated similar RE between microhabitat types. Moreover, RE was generally independent of plant size in bare-ground habitats but exhibited size-dependency in certain populations for some species within specific engineered microhabitat types. However, size-dependency did exist for absolute reproductive and root biomass allocation in most of the cases examined here. No trade-offs were observed between flower mass and flower number, nor between leaf mass and leaf number. The capacity of ecosystem engineers to regulate resource allocation strategies in associated plants was confirmed. However, the resource allocation patterns resulted synergistically from the ecosystem engineering effects, population environmental backgrounds, and plant life history strategies. In general, such regulations can improve individual survival and reproductive potential, potentially promoting population persistence in challenging alpine environments.
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  • 文章类型: Journal Article
    地上植被恢复影响土壤微生物群落结构,影响微生物资源获取。然而,植被恢复过程中土壤微生物资源限制的变化尚不清楚。在这项研究中,通过高通量测序分析和胞外酶化学计量学(EES),探索了经过短期(4年)和长期(10年)自然恢复以响应植被恢复的高寒草甸土壤剖面中的微生物群落结构和资源限制。短期和长期恢复土壤之间的微生物组成和α多样性没有显着差异。该高寒草甸的土壤微生物主要受磷限制。土壤微生物的碳限制在每层(分别对应于L1,L2,L3,L4和L5的0-15、15-30、30-45、45-60和60-80cm)中都显着降低。与短期恢复土壤层相比,长期恢复土壤,而底土(60-80cm)中微生物的磷限制显着增加了17.38%。土壤养分,pH值,水分含量,微生物组成是修复中微生物资源受限的主要驱动因素,在短期和长期恢复中,它们对微生物资源限制的影响不同。同时,关键的微生物类群对微生物资源限制有重大影响,特别是在短期恢复土壤中。本研究认为植被恢复显著影响土壤微生物资源的限制,可以通过添加营养来缓解微生物资源的限制,从而加快了高寒生态系统植被恢复的进程。
    Aboveground vegetation restoration shapes the soil microbial community structure and affects microbial resource acquisition. However, the changes in soil microbial resource limitation in subsoil during vegetation restoration are still unclear. In this study, the microbial community structure and resource limitation in an alpine meadow soil profile that had undergone natural restoration for short-term (4-year) and long-term (10-year) restoration in response to vegetation restoration were explored through high-throughput sequencing analysis and extracellular enzyme stoichiometry (EES). There was no significant difference in microbial composition and α diversity between short- and long-term restoration soils. Soil microorganisms in this alpine meadow were mainly limited by phosphorus. Carbon limitation of soil microorganisms was significantly decreased in each layer (0-15, 15-30, 30-45, 45-60, and 60-80 cm corresponding to L1, L2, L3, L4, and L5, respectively) of long-term restoration soils when compared to that of the short-term restoration soil layers, while phosphorus limitation of microorganisms in subsoil (60-80 cm) was significantly increased by 17.38%. Soil nutrients, pH, moisture content, and microbial composition are the main drivers of microbial resource limitation in restoration, and their effects on microbial resource limitation were different in short- and long-term restoration. Meanwhile, key microbial taxa have a significant impact on microbial resource limitation, especially in short-term restoration soils. This study suggested that vegetation restoration significantly affected soil microbial resource limitation, and could alleviate microbial resource limitations by adding nutrients, thus accelerating the process of vegetation restoration in alpine ecosystems.
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  • 文章类型: Journal Article
    研究种内性状变异性对于了解植物对各种环境的适应性至关重要,然而,关于极端环境中石生苔藓的研究仍然很少。本研究主要针对Thianschanica肉汤。哈尔,在青藏高原的极端环境中,一种独特的岩生苔藓物种,旨在揭示其对环境变化的适应和响应机制。从海拔3642m至5528m的26个地点收集样本,分析了23个形态性状与15个环境因子的关系。结果表明,变异系数(CV)范围从5.91%到36.11%,配子体高度(GH)和基底细胞横壁厚度(STW)显示出最高和最低的变化,分别。温度,高程,潜在的蒸发蒸腾(PET)成为主要的环境驱动因素。叶性状,尤其是那些叶鞘,对环境表现出更明显的反应。这些性状在应对环境挑战方面表现出明显的协变,并表明了灵活的适应策略。本研究揭示了青藏高原不同形态性状对环境变化的适应和响应模式,强调温度对性状变异的显著影响。我们的发现加深了对石生苔藓生态学和适应策略的理解。
    Investigating intraspecific trait variability is crucial for understanding plant adaptation to various environments, yet research on lithophytic mosses in extreme environments remains scarce. This study focuses on Indusiella thianschanica Broth. Hal., a unique lithophytic moss species in the extreme environments of the Tibetan Plateau, aiming to uncover its adaptation and response mechanisms to environmental changes. Specimens were collected from 26 sites across elevations ranging from 3642 m to 5528 m, and the relationships between 23 morphological traits and 15 environmental factors were analyzed. Results indicated that coefficients of variation (CV) ranged from 5.91% to 36.11%, with gametophyte height (GH) and basal cell transverse wall thickness (STW) showing the highest and lowest variations, respectively. Temperature, elevation, and potential evapo-transpiration (PET) emerged as primary environmental drivers. Leaf traits, especially those of the leaf sheath, exhibited a more pronounced response to the environment. The traits exhibited apparent covariation in response to environmental challenges and indicated flexible adaptive strategies. This study revealed the adaptation and response patterns of different morphological traits of I. thianschanica to environmental changes on the Tibetan Plateau, emphasizing the significant effect of temperature on trait variation. Our findings deepen the understanding of the ecology and adaptive strategies of lithophytic mosses.
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  • 文章类型: Journal Article
    在全球范围内实施生态恢复项目(ERP),以恢复退化的生态系统并促进生态系统的可持续性。近年来,已实施了一系列ERP,以增强青藏高原(QTP)独特的高山生态系统中的植被覆盖。然而,目前对ERP生态效益的评估相对单一,未来生态修复工程实施的规模和程度无法确定。我们量化了自实施ERP以来归一化植被指数(NDVI)的趋势。评估了ERP实施前后四个主要生态系统服务的变化,包括风蚀防护,土壤保留,产水量,和净初级生产力(NPP)。使用约束线方法进一步探讨了NDVI与生态系统服务之间的关系,以确定NDVI作为实施ERP的阈值参考。结果表明:(1)ERP实施以来,21.80%的区域QTPNDVI显著增加。(2)实施ERP后,平均总生态系统服务指数(TES)从2000年的0.269增加到2020年的0.285。平均土壤保留率和水分产量增加,而NPP和沙尘暴防治略有下降。(3)NDVI对土壤保持力和NPP没有显著的约束效应,但对风蚀防治和产水量有显著的制约作用。(4)NDVI对TES的约束线呈S形。在实施ERP之后,当NDVI为0.65-0.75时,TES逐渐达到阈值。我们的发现确定了ERP和阈值对植被覆盖对生态系统服务的限制作用的重要贡献,这可以为政府提供可持续的ERP。
    Ecological restoration projects (ERPs) are implemented worldwide to restore degraded ecosystems and promote ecosystem sustainability. In recent years, a series of ERPs have been implemented to enhance vegetation cover in the unique alpine ecosystems of the Qinghai-Tibet Plateau (QTP). However, the current assessment of the ecological benefits of ERPs is relatively single, and the scale and extent of future ecological restoration project implementation cannot be determined. We quantified trends in normalized vegetation index (NDVI) since the implementation of ERPs. Changes in four major ecosystem services were assessed before and after ERPs implementation, including wind erosion protection, soil retention, water yield, and net primary productivity (NPP). The relationship between NDVI and ecosystem services was further explored using a constraint line approach to identify NDVI as a threshold reference for ERPs implementation. The results showed that: (1) since the implementation of ERPs, 21.80% of the regional NDVI of the QTP has increased significantly. (2) After the implementation of ERPs, the average total ecosystem services index (TES) increased from 0.269 in 2000 to 0.285 in 2020. The average soil retention and water yield increased but the NPP and sandstorm prevention decreased slightly. (3) NDVI had no significant constraint effect on soil retention and NPP, but there was a significant constraint effect on wind erosion prevention and water yield. (4) The constraint line of NDVI on TES was S-shaped. After the implementation of ERPs, the TES gradually reached a threshold value when NDVI was 0.65-0.75. Our findings identify significant contributions of ERPs and thresholds for the constraining effects of vegetation cover on ecosystem services, which can inform sustainable ERPs for governments.
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  • 文章类型: Journal Article
    目的:最近的研究表明,群落组装过程和物种池是草地微生物群落中β-多样性的主要驱动因素。然而,共现模式还可以通过影响物种的扩散和迁移来驱动β多样性的形成,其重要性在以前的研究中没有报道。评估共现模式对β多样性的影响对于理解多样性形成机制很重要。我们的研究强调了微生物共生模式对β-多样性的影响,并结合了群落β-多样性与干旱变化的驱动因素,揭示干旱通过影响重氮共生模式和群落组装间接影响β-多样性。
    Microbial diversity plays a vital role in the maintenance of ecosystem functions. However, the current understanding of mechanisms that shape microbial diversity along environmental gradients at broad spatial scales is relatively limited, especially for specific functional groups, such as potential diazotrophs. Here, we conducted an aridity-gradient transect survey from 60 sites across the Tibetan Plateau, the largest alpine ecosystem of the planet, to investigate the ecological processes (e.g., local species pools, community assembly processes, and co-occurrence patterns) that underlie the β-diversity of alpine soil potential diazotrophic communities. We found that aridity strongly and negatively affected the abundance, richness, and β-diversity of soil diazotrophs. Diazotrophs displayed a distance-decay pattern along the aridity gradient, with organisms living in lower aridity habitats having a stronger distance-decay pattern. Arid habitats had lower co-occurrence complexity, including the number of edges and vertices, the average degree, and the number of keystone taxa, as compared with humid habitats. Local species pools explained limited variations in potential diazotrophic β-diversity. In contrast, co-occurrence patterns and stochastic processes (e.g., dispersal limitation and ecological drift) played a significant role in regulating potential diazotrophic β-diversity. The relative importance of stochastic processes and co-occurrence patterns changed with increasing aridity, with stochastic processes weakening whereas that of co-occurrence patterns enhancing. The genera Geobacter and Paenibacillus were identified as keystone taxa of co-occurrence patterns that are associated with β-diversity. In summary, aridity affects the co-occurrence patterns and community assembly by regulating soil and vegetation characteristics and ultimately shapes the β-diversity of potential diazotrophs. These findings highlight the importance of co-occurrence patterns in structuring microbial diversity and advance the current understanding of mechanisms that drive belowground communities.IMPORTANCERecent studies have shown that community assembly processes and species pools are the main drivers of β-diversity in grassland microbial communities. However, co-occurrence patterns can also drive β-diversity formation by influencing the dispersal and migration of species, the importance of which has not been reported in previous studies. Assessing the impact of co-occurrence patterns on β-diversity is important for understanding the mechanisms of diversity formation. Our study highlights the influence of microbial co-occurrence patterns on β-diversity and combines the drivers of community β-diversity with drought variation, revealing that drought indirectly affects β-diversity by influencing diazotrophic co-occurrence patterns and community assembly.
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  • 文章类型: Journal Article
    基础垫层植物可以重新组织群落结构并维持高山生物多样性的显着比例,但是他们对气候变化很敏感。垫层物种的损失可能会对相关的生物群产生广泛的影响。潜在的植物群落随着缓冲植物种群动态的变化仍然存在,然而,不清楚。使用沿气候和群落演替梯度的八个植物群落,我们评估了垫种群动态,基础垫层植物Arenariapolytrichoides占主导地位的高山群落中潜在的生态约束以及相关的植物群落变化。Arenaria的种群动态归因于一系列生活史阶段的生态限制。繁殖功能受到增加相关受益植物的限制;随后的幼苗建立受到温度的限制,水和光的可用性,极端气候事件,和种间竞争;强烈的竞争排斥可能会加速垫种群的死亡率和退化。随着坐垫动力学,物种组成,丰度和群落结构逐渐发生变化。一旦缓冲植物完全退化,以前以垫层为主的社区转移到相对稳定的社区,这些社区绝大多数由莎草主导。气候变暖可能会加速A.polytrichoides的退化过程。这种基础垫层植物的退化可能会引起高山植物群落的巨大变化,从而引起高山生态系统的生态系统功能。基础物种的种群动态评估对于有效保护高山生物多样性至关重要。
    Foundational cushion plants can re-organize community structures and sustain a prominent proportion of alpine biodiversity, but they are sensitive to climate change. The loss of cushion species can have broad consequences for associated biota. The potential plant community changes with the population dynamics of cushion plants remain, however, unclear. Using eight plant communities along a climatic and community successional gradient, we assessed cushion population dynamics, the underlying ecological constraints and hence associated plant community changes in alpine communities dominated by the foundational cushion plant Arenaria polytrichoides. The population dynamics of Arenaria are attributed to ecological constraints at a series of life history stages. Reproductive functions are constrained by increasing associated beneficiary plants; subsequent seedling establishment is constrained by temperature, water and light availability, extreme climate events, and interspecific competition; strong competitive exclusion may accelerate mortality and degeneration of cushion populations. Along with cushion dynamics, species composition, abundance and community structure gradually change. Once cushion plants completely degenerate, previously cushion-dominated communities shift to relatively stable communities that are overwhelmingly dominated by sedges. Climate warming may accelerate the degeneration process of A. polytrichoides. Degeneration of this foundational cushion plant will possibly induce massive changes in alpine plant communities and hence ecosystem functions in alpine ecosystems. The assessment of the population dynamics of foundation species is critical for an effective conservation of alpine biodiversity.
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  • 文章类型: Journal Article
    水星,一种普遍的全球污染物,主要是通过人类活动和陆地和海洋的遗留排放物进入大气层。这种汞的很大一部分随后通过植被吸收沉降在陆地上。表征植被中汞的储存和分布对于理解区域和全球汞循环至关重要。我们在广阔的青藏高原进行了前所未有的大规模地上植被汞调查。我们发现苔藓(31.1±0.5ng/g)和垫层植物(15.2±0.7ng/g)超过了高汞浓度。尽管人为汞排放量异常低,所有生物群落的汞浓度至少超过其各自全球平均值的三分之一。在承认植物生理因素的作用的同时,统计模型强调了大气汞对驱动汞浓度变化的主要影响。我们的估计表明,高原上的地上植被积累了32-1221Mg(四分位间距)汞。森林占据了最高的生物量,储存了82%的汞,而苔藓,仅占生物量的3%,不成比例地贡献了13%的汞存储,占植被每年汞同化的43%(2.5-1.43.0Mg/年)。此外,我们的研究强调,将地上植被汞的存储从低海拔地区推断到青藏高原可能会导致严重的高估,激发对全球高山生态系统的进一步探索。
    Mercury, a pervasive global pollutant, primarily enters the atmosphere through human activities and legacy emissions from the land and oceans. A significant portion of this mercury subsequently settles on land through vegetation uptake. Characterizing mercury storage and distribution within vegetation is essential for comprehending regional and global mercury cycles. We conducted an unprecedented large-scale aboveground vegetation mercury survey across the expansive Tibetan Plateau. We find that mosses (31.1 ± 0.5 ng/g) and cushion plants (15.2 ± 0.7 ng/g) outstood high mercury concentrations. Despite exceptionally low anthropogenic mercury emissions, mercury concentrations of all biomes exceeded at least one-third of their respective global averages. While acknowledging the role of plant physiological factors, statistical models emphasize the predominant impact of atmospheric mercury on driving variations in mercury concentrations. Our estimations indicate that aboveground vegetation on the plateau accumulates 32-12+21 Mg (interquartile range) mercury. Forests occupy the highest biomass and store 82% of mercury, while mosses, representing only 3% of the biomass, disproportionally contribute 13% to mercury storage and account for 43% (2.5-1.4+3.0 Mg/year) of annual mercury assimilation by vegetation. Additionally, our study underscores that extrapolating aboveground vegetation mercury storage from lower-altitude regions to the Tibetan Plateau can lead to substantial overestimation, inspiring further exploration in alpine ecosystems worldwide.
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  • 文章类型: Journal Article
    许多研究报告说,白天变暖使北部中纬度干旱和半干旱生态系统的植被生长季节(EOS)结束。这个发现,然而,似乎与低温限制高山植被活动的事实相矛盾。使用1982年至2015年从卫星观测中检索到的EOS,我们表明,白天变暖可以促进青藏高原EOS的延迟,世界上最大和最高的高山地区,气候干燥寒冷。我们的分析显示,在较湿润的年份中,EOS与高原57%的季前平均每日最高温度(Tmax)之间存在正的偏相关(REOS-Tmax),但在干燥的年份里只有41%。在区域一级,REOS-Tmax在较湿润年份为0.69(P<0.05,t检验),在较干燥年份为-0.56(P=0.11),表明白天变暖可能直接延迟高原的EOS。另一方面,我们发现,在温暖的年份中,在62%的高原上,EOS与季前累积降水之间存在正的偏相关(REOS-Prec),但在寒冷的年份只有47%。在区域一级,在较暖的年份,REOS-Prec为0.68(P<0.05),在较冷的年份为-0.28(P=0.46)。此外,1982-2015年,在Tmax增加的情况下,高原60%的REOS-Prec增加,这表明白天变暖通过调节降水对EOS的影响促进了青藏高原EOS的延迟。因此,为了改善该地区的秋季物候模型,研究人员应考虑温度和降水对EOS的交互影响。
    Many studies have reported that daytime warming advances the end of the vegetation growing season (EOS) in arid and semi-arid ecosystems in the northern middle latitudes. This finding, however, seems to contradict the fact that low temperature constrains alpine vegetation activity. Using EOS from 1982 to 2015 retrieved from satellite observations, we show that daytime warming could facilitate a delay in EOS on the Tibetan Plateau, the world\'s largest and highest alpine region, with a dry and cold climate. Our analysis revealed a positive partial correlation (REOS-Tmax) between EOS and preseason mean daily maximum temperature (Tmax) on 57 % of the Plateau in wetter years, but on only 41 % of it in drier years. At a regional level, REOS-Tmax was 0.69 (P < 0.05, t-test) during wetter years and -0.56 (P = 0.11) during drier years, indicating that daytime warming could directly delay EOS on the Plateau. On the other hand, we found a positive partial correlation (REOS-Prec) between EOS and preseason cumulative precipitation on 62 % of the Plateau during warmer years, but on only 47 % during colder years. At a regional level, REOS-Prec was 0.68 (P < 0.05) during warmer years and - 0.28 (P = 0.46) during colder years. Moreover, REOS-Prec increased on 60 % of the Plateau under increasing Tmax during 1982-2015, suggesting that daytime warming facilitates a delay in EOS on the Tibetan Plateau by regulating the effect of precipitation on EOS. Thus, to improve autumn phenology models in this region, researchers should consider the interactive effects of temperature and precipitation on EOS.
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  • 文章类型: Journal Article
    沿着环境梯度的选择可能在驱动适应性进化中起着至关重要的作用。然而,在高山生态系统中的植物中,沿着环境序列的基因组变异和遗传适应在很大程度上仍然未知。为了缩小这一知识差距,我们分析了杜鹃花晚芽和早叶芽的转录组学特征。来自高黎贡山3,000m至3,800m之间的四个不同海拔带的血脉。通过比较这些样本的基因表达差异,构建基因共表达网络(WGCNA),以鉴定与海拔相关的候选基因.我们发现整个基因表达模式对于花和叶是器官特异性的。在这些器官中鉴定了差异表达的单基因。在鲜花中,这些主要与萜类代谢有关(RsHMGR,RsTPS),而在叶片中主要与花青素生物合成有关(RsCHS,RsF3\'5\'H)。萜类化合物是花香(香味)的主要成分,可能会吸引昆虫进行授粉。为了应对较高海拔地区较少的传粉者,似乎花器官中产生的气味相对较少,以减少能量消耗。叶中的次生代谢产物,如花青素,决定了植物对极端环境的替代适应策略,例如环境变化对昆虫食草动物的选择性压力以及高海拔生物合成途径中的底物竞争。我们的发现表明,从花和叶器官产生的基因表达谱显示出平行的表达变化,但具有不同的功能,表明在跨海拔梯度暴露于异质环境的植物的响应策略中存在灵活性。此处鉴定的基因可能与植物对这些变化的山区环境的适应有关。因此,这项研究有助于我们理解适应环境变化的分子机制。
    Selection along environmental gradients may play a vital role in driving adaptive evolution. Nevertheless, genomic variation and genetic adaptation along environmental clines remains largely unknown in plants in alpine ecosystems. To close this knowledge gap, we assayed transcriptomic profiles of late flower bud and early leaf bud of Rhododendron sanguineum var. haemaleum from four different elevational belts between 3,000 m and 3,800 m in the Gaoligong Mountains. By comparing differences in gene expression of these samples, a gene co-expression network (WGCNA) was constructed to identify candidate genes related to elevation. We found that the overall gene expression patterns are organ-specific for the flower and leaf. Differentially expressed unigenes were identified in these organs. In flowers, these were mainly related to terpenoid metabolism (RsHMGR, RsTPS), while in leaves mainly related to anthocyanin biosynthesis (RsCHS, RsF3\'5\'H). Terpenoids are the main components of flower scent (fragrance) likely attracting insects for pollination. In response to fewer pollinators at higher elevation zone, it seems relatively less scent is produced in flower organs to reduce energy consumption. Secondary metabolites in leaves such as anthocyanins determine the plants\' alternative adaptive strategy to extreme environments, such as selective pressures of insect herbivory from environmental changes and substrate competition in biosynthesis pathways at high elevations. Our findings indicated that the gene expression profiles generated from flower and leaf organs showed parallel expression shifts but with different functionality, suggesting the existence of flexibility in response strategies of plants exposed to heterogeneous environments across elevational gradients. The genes identified here are likely to be involved in the adaptation of the plants to these varying mountainous environments. This study thus contributes to our understanding of the molecular mechanisms of adaptation in response to environmental change.
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