Tree species

树种
  • 文章类型: Journal Article
    土壤真菌参与各种生态系统过程,是推动退化森林恢复的重要因素。然而,对于自然(次生林演替)和人为(造林)森林恢复过程中不同植被类型发展下真菌多样性和潜在功能的变化知之甚少。在这项研究中,我们选择了典型的森林演替序列(包括黑松和Zucc。,松树-阔叶混交林。,和Q.acutissima),以及昆榆山刺槐天然次生落叶阔叶混交林和人工林进行分析。我们使用ITSrRNA基因测序来表征真菌群落,并使用FUNGuild数据库来预测真菌功能组。结果表明,森林演替影响真菌β-多样性,但不是α多样性。在后期演替阶段,担子菌显着增加,子囊菌减少,伴随着外生菌根真菌(ECM)官能团的增加。相反,人工林表现出真菌α多样性下降和群落组成改变,特征是担子菌较少,子囊菌和粘菌较多。人工林导致ECM的相对丰度降低,动物病原体增加。传统知识含量是解释三个演替阶段之间真菌群落差异的主要因素,而pH,AP,和NH4是解释天然林和人工林之间群落差异的主要因素。植被类型的变化显著影响了森林演替和造林过程中土壤真菌群落的多样性和功能群,为温带森林的森林生态系统管理提供关键见解。
    Soil fungi participate in various ecosystem processes and are important factors driving the restoration of degraded forests. However, little is known about the changes in fungal diversity and potential functions under the development of different vegetation types during natural (secondary forest succession) and anthropogenic (reforestation) forest restoration. In this study, we selected typical forest succession sequences (including Pinus densiflora Siebold & Zucc., pine-broadleaf mixed forest of P. densiflora and Quercus acutissima Carruth., and Q. acutissima), as well as natural secondary deciduous broadleaved mixed forests and planted forests of Robinia pseudoacacia on Kunyu Mountain for analysis. We used ITS rRNA gene sequencing to characterize fungal communities and used the FUNGuild database to predict fungal functional groups. The results showed that forest succession affected fungal β-diversity, but not the α-diversity. There was a significant increase in Basidiomycota and a decrease in Ascomycota in the later successional stage, accompanied by an increase in the functional groups of ectomycorrhizal fungi (ECM). Conversely, planted forests exhibited decreased fungal α-diversity and altered community compositions, characterized by fewer Basidiomycota and more Ascomycota and Mucoromycota. Planted forests led to a decrease in the relative abundances of ECM and an increase in animal pathogens. The TK content was the major factor explaining the distinction in fungal communities among the three successional stages, whereas pH, AP, and NH4 + were the major factors explaining community variations between natural and planted forests. Changes in vegetation types significantly affected the diversity and functional groups of soil fungal communities during forest succession and reforestation, providing key insights for forest ecosystem management in temperate forests.
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  • 文章类型: Journal Article
    真菌是枯木的关键分解者,但是营养和温度的人为变化对真菌群落的影响及其对木材微生物呼吸的影响尚不清楚。这里,我们研究了氮和磷的添加(田间试验)和变暖(实验室试验)如何共同影响亚热带森林中被子植物和裸子植物分解木材的真菌组成和微生物呼吸。养分添加通过真菌成分显着增加了木材微生物的呼吸作用,但效果因营养类型和分类群体而异。具体来说,通过降低酸性磷酸酶活性和增加快速腐烂真菌的丰度,磷的添加显着增加了木材微生物呼吸(65%)(例如,白腐),而氮的添加略微增加了它(30%)。与被子植物相比,磷的添加导致裸子植物的微生物呼吸增加更大(83.3%vs.46.9%),与担子菌的增加有关:子囊菌在裸子植物中的操作分类单位丰度,但被子植物的减少。微生物呼吸的温度依赖性在营养水平上非常恒定,与代谢缩放理论假设一致。这是因为温度和木材磷的利用率或真菌组成之间没有显著的相互作用,或者这三个因素之间的相互作用。我们的结果强调了树木身份在通过控制真菌组成来调节木材微生物呼吸的营养响应中的关键作用。鉴于在气候变暖和森林管理下,被子植物物种的范围可能会扩大,我们的数据表明,在以前以裸子植物物种为主的森林中,扩张将减少养分对森林碳循环的影响。
    Fungi are key decomposers of deadwood, but the impact of anthropogenic changes in nutrients and temperature on fungal community and its consequences for wood microbial respiration are not well understood. Here, we examined how nitrogen and phosphorus additions (field experiment) and warming (laboratory experiment) together influence fungal composition and microbial respiration from decomposing wood of angiosperms and gymnosperms in a subtropical forest. Nutrient additions significantly increased wood microbial respiration via fungal composition, but effects varied with nutrient types and taxonomic groups. Specifically, phosphorus addition significantly increased wood microbial respiration (65%) through decreased acid phosphatase activity and increased abundance of fast-decaying fungi (e.g., white rot), while nitrogen addition marginally increased it (30%). Phosphorus addition caused a greater increase in microbial respiration in gymnosperms than in angiosperms (83.3% vs. 46.9%), which was associated with an increase in Basidiomycota:Ascomycota operational taxonomic unit abundance in gymnosperms but a decrease in angiosperms. The temperature dependencies of microbial respiration were remarkably constant across nutrient levels, consistent with metabolic scaling theory hypotheses. This is because there was no significant interaction between temperature and wood phosphorus availability or fungal composition, or the interaction among the three factors. Our results highlight the key role of tree identity in regulating nutrient response of wood microbial respiration through controlling fungal composition. Given that the range of angiosperm species may expand under climate warming and forest management, our data suggest that expansion will decrease nutrient effects on forest carbon cycling in forests previously dominated by gymnosperm species.
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  • 文章类型: Journal Article
    我们对来自25种木本植物物种的253种蛋白质序列(Pfam00257)进行了分析,包括树木,灌木,和葡萄藤。我们的目标是深入了解他们的建筑类型,生化特性,以及可能参与减轻非生物胁迫,比如干旱,冷,或盐度。研究的蛋白质序列(253)包括221个被子植物(85棵树/灌木和36棵藤本植物)和32个裸子植物。我们的序列分析揭示了七种建筑类型的存在:Kn,KnS,SKn,YnKn,YnSKn,FSKn,还有FnKn.FSKn型在裸子植物和被子植物的树和灌木脱水素中占主导地位,而YnSKn型在葡萄脱水素中更为普遍。裸子植物中不存在YnSKn和YnKn类型。裸子植物脱水蛋白表现出向更负的GRAVY评分和折叠指数的转变。此外,他们表现出更高的Lys含量和更低的His含量。通过分析被子植物物种的启动子序列,包括树木,灌木,和葡萄藤,我们发现这些脱水蛋白是由ABA依赖性和光响应途径诱导的。压力和激素相关的顺式元素的存在表明对脱水的保护作用,冷,或盐度。这些发现可以作为木本脱水素未来研究的基础,特别是在生物技术应用的背景下。
    We conducted analyses on 253 protein sequences (Pfam00257) derived from 25 woody plant species, including trees, shrubs, and vines. Our goal was to gain insights into their architectural types, biochemical characteristics, and potential involvement in mitigating abiotic stresses, such as drought, cold, or salinity. The investigated protein sequences (253) comprised 221 angiosperms (85 trees/shrubs and 36 vines) and 32 gymnosperms. Our sequence analyses revealed the presence of seven architectural types: Kn, KnS, SKn, YnKn, YnSKn, FSKn, and FnKn. The FSKn type predominated in tree and shrub dehydrins of both gymnosperms and angiosperms, while the YnSKn type was more prevalent in vine dehydrins. The YnSKn and YnKn types were absent in gymnosperms. Gymnosperm dehydrins exhibited a shift towards more negative GRAVY scores and Fold Indexes. Additionally, they demonstrated a higher Lys content and lower His content. By analyzing promoter sequences in the angiosperm species, including trees, shrubs, and vines, we found that these dehydrins are induced by the ABA-dependent and light-responsive pathways. The presence of stress- and hormone-related cis-elements suggests a protective effect against dehydration, cold, or salinity. These findings could serve as a foundation for future studies on woody dehydrins, especially in the context of biotechnological applications.
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  • 文章类型: Journal Article
    过敏性鼻炎,由空气传播的花粉引起的,是一种常见疾病,对患者的生活质量影响很大,对社会成本很高。防止空气中的高花粉浓度与为过敏患者创造安全的环境有关。由于气候变化,夏季城市的高温是一个反复出现的问题。利用树木的冷却特性可以改善当地的气候,通过蒸散提供遮荫和冷却。当决定种植哪些树种时,重要的是要考虑到树产生的花粉的致敏性。可用的指南,在世界各地使用,关于花粉的致敏性在内容和解释上非常深入,不适用于荷兰。在这项研究中,描述了一种方法来开发一个地区树木花粉过敏潜力的指南。在这种情况下,荷兰。对于荷兰最常见的树种,收集了有关花粉致敏性的科学知识,其次是区域花粉丰度的清单。随后,分析了可能有吸入过敏的患者组的致敏模式.根据这些数据,将树木花粉的致敏性分为五类。在荷兰种植最多的61种树种中,有8种树种/属被认为具有很强至中等的过敏潜力。我们建议使用这种方法来开发针对特定区域的指南,对树木花粉的过敏潜力进行分类。
    Allergic rhinitis, caused by airborne pollen, is a common disease with a great impact on the quality of life for patients and high costs for society. Prevention of high pollen concentrations in the air is relevant for creating a safe environment for allergic patients. Due to climate change, the heat in cities during the summer is a recurring problem. The local climate can be improved by using the cooling properties of trees, providing shade and cooling by evapotranspiration. When deciding which tree species will be planted, it is important to take into account the allergenicity of the pollen that the tree produces. Available guides, used all over the world, on the allergenicity of pollen are very divers in content and interpretation and not applicable for the Netherlands. In this study a method is described to develop a guide for the allergenic potential of tree pollen in a region, in this case the Netherlands. For the most common tree species in the Netherlands the scientific knowledge on the allergenicity of the pollen was collected, followed by an inventory on regional pollen abundance. Subsequently, the sensitization pattern in a patient group with possible inhalation allergy was analyzed. Based on these data allergenicity of the tree pollen was classified into five classes. Eight tree species/genera of the 61 most planted tree species in the Netherlands are considered to have a very strong to moderate allergenic potential. We propose to use this methodology to develop regional-specific guides classifying the allergenic potential of tree pollen.
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  • 文章类型: Journal Article
    城市森林对于维持城市生态稳定至关重要。作为分解者,土壤微生物对城市森林生态系统的稳定起着不可或缺的作用,促进生态系统的物质循环。本研究利用高通量测序技术对6种林分中的细菌进行了探索,包括毛竹(ZL),水杉(SSL),山茱萸(SZY),阔叶灌丛混交林(ZKG),松柏混交林(SBL),和混合阔叶树林(ZKQ)。同时,研究了真菌群落的差异。结果表明,ZL具有最高的细菌群落α多样性,而其真菌群落最低;变形杆菌是六个林分中最丰富的细菌门;ZKQ具有最高的真菌多样性。此外,土壤微生物群落受环境因素的影响。土壤pH值,有机质(SOM),有效磷(AP)对城市森林土壤微生物群落组成有显著影响。这项研究揭示了六个林分之间的散装土壤(BS)微生物群落结构的差异以及环境因子与土壤微生物群落之间的关系。对营造健康稳定、生态效益深厚的城市森林具有重要的指导意义。
    Urban forests are essential for maintaining urban ecological stability. As decomposers, soil microorganisms play an indispensable role in the stability of urban forest ecosystems, promoting the material cycle of the ecosystems. This study used high-throughput sequencing technology to explore the bacteria in six forest stands, including Phyllostachys edulis (ZL), Metasequoia glyptostroboides (SSL), Cornus officinalis (SZY), mixed broad-leaved shrub forest (ZKG), mixed pine and cypress forest (SBL), and mixed broad-leaved tree forest (ZKQ). Meanwhile, the differences in fungal communities were investigated. The results show that ZL has the highest alpha diversity of bacterial communities, while its fungal community is the lowest; Proteobacteria is the most abundant bacterial phylum in the six forest stands; ZKQ has the highest fungal diversity. In addition, soil microbial communities are affected by environmental factors. Soil pH, organic matter (SOM), and available phosphorus (AP) significantly influence the compositions of urban forest soil microbial communities. This study revealed the differences in bulk soil (BS) microbial community structures among six forest stands and the relationship between environmental factors and soil microbial communities, which has important guiding significance for creating healthy and stable urban forests with profound ecological benefits.
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  • 文章类型: Journal Article
    城市森林对城市生态系统的整体健康和稳定起着至关重要的作用。土壤微生物对城市森林生态系统的功能至关重要,因为它们促进了物质循环并有助于环境稳定。本研究利用高通量测序技术研究了六种不同林分的大块土壤中细菌和真菌群落的结构特征:毛竹(ZL),水杉(SSL),山茱萸(SZY),阔叶灌丛混交林(ZKG),松柏混交林(SBL),和混合阔叶树林(ZKQ)。从每个林分收集土壤样本,包括角落,中心,和每个情节的边缘,并从前五个样本中创建组合样本。结果显示,在细菌群落中,ZKG在春季表现出最高的α多样性,而ZL在夏季和秋季表现出最高的α多样性。变形杆菌是所有六个林分土壤中最丰富的细菌门。六个林分中的优势真菌门被确定为子囊。值得注意的是,SBL散装土壤微生物群落多样性表现出显著的季节变化。尽管ZL在春季表现出较低的细菌群落多样性,其真菌群落多样性最高。ZL和SSL的土壤微生物多样性超过其他林分,表明了它们在维持珠玉湾风景名胜区城市森林生态系统稳定方面的重要性。此外,与夏季和秋季相比,春季所有六个林分的散装土壤微生物群落的多样性更高。总的来说,这项研究为城市森林中散装土壤微生物群落的季节性变化提供了有价值的见解,并确定了优势树种,为城市森林管理中的树种选择和保护提供指导。
    Urban forests play a crucial role in the overall health and stability of urban ecosystems. Soil microorganisms are vital to the functioning of urban forest ecosystems as they facilitate material cycling and contribute to environmental stability. This study utilized high-throughput sequencing technology to examine the structural characteristics of bacterial and fungal communities in the bulk soil of six different forest stands: Phyllostachys pubescens (ZL), Metasequoia glyptostroboides (SSL), Cornus officinalis (SZY), mixed broad-leaved shrub forest (ZKG), mixed pine and cypress forest (SBL), and mixed broad-leaved tree forest (ZKQ). Soil samples were collected from each forest stand, including the corners, center, and edges of each plot, and a combined sample was created from the first five samples. The results revealed that among the bacterial communities, ZKG exhibited the highest alpha diversity in spring, while ZL demonstrated the highest alpha diversity in both summer and autumn. Proteobacteria was the most abundant bacterial phylum in all six forest stand soils. The dominant fungal phylum across the six forest stands was identified as Ascomycota. Notably, the microbial community diversity of SBL bulk soil exhibited significant seasonal changes. Although ZL exhibited lower bacterial community diversity in spring, its fungal community diversity was the highest. The bulk soil microbial diversity of ZL and SSL surpassed that of the other forest stands, suggesting their importance in maintaining the stability of the urban forest ecosystem in the Zhuyu Bay Scenic Area. Furthermore, the diversity of the bulk soil microbial communities was higher in all six stands during spring compared to summer and autumn. Overall, this study provides valuable insights into the seasonal variations of bulk soil microbial communities in urban forests and identifies dominant tree species, offering guidance for tree species\' selection and preservation in urban forest management.
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  • 文章类型: Journal Article
    多环芳烃(PAHs)是城市环境中研究最多的有机化合物之一,由于它们对人类健康的已知威胁。这项研究扩展了有关不同树种的不同营养部分积累PAHs的能力的现有知识。此外,评估了容易受到空气污染不利健康影响的人群常去的地区PAHs的暴露强度。为此,黑接骨木的叶子和树皮(S.nigra)和黑木相思(A.melanoxylon)是在安第斯基多市的城市地区收集的,在医院和学校附近的七个地点。一种方法论,以前开发的,为了提取,净化,和定量与黑草的叶子和树皮相关的PAHs。总PAH水平从119.65ngg-1DW(干重)到1969.98ngg-1DW(干重)与萘(Naph),荧蒽(Flt),芘(Pyr),chrysene(Chry),苯并[a]芘(BaP)在所有样品中占主导地位。结果表明,根据分子量,所研究的树种的叶片和树皮具有一定的生物积累PAH的能力。黑草的叶子和黑草的树皮显示出最高的积累PAHs的能力,主要是高和中分子量的,分别。轻分子量PAHs的发生率最高。此外,煤燃烧,生物质燃烧,车辆排放被确定为主要的PAHs来源。与树种相关的PAHs浓度表明,易受空气污染影响的人群经常光顾的地区存在影响。这一事实表明了监管计划的重要性,以整合基于知识的决策来显着改善城市的空气质量。
    Polycyclic aromatic hydrocarbons (PAHs) are among the most studied organic compounds in urban environments, due to their known threat to human health. This study extends the current knowledge regarding the ability of different vegetative parts of different tree species to accumulate PAHs. Moreover, exposure intensity to PAHs in areas frequented by population susceptible to adverse health effects of air pollution is evaluated. For this, leaves and barks of Sambucus nigra (S. nigra) and Acacia melanoxylon (A. melanoxylon) were collected at urban areas in the Andean city of Quito, at seven points near hospitals and schools. A methodology, previously developed, for the extraction, purification, and quantification of PAHs associated with the leaves and bark of S. nigra was employed and also validated for leaves and bark of A. melanoxylon. The total PAH level varied from 119.65 ng g-1 DW (dry weight) to 1969.98 ng g-1 DW (dry weight) with naphthalene (Naph), fluoranthene (Flt), pyrene (Pyr), chrysene (Chry), and benzo[a]pyrene (BaP) predominating in all samples. The results indicate that the leaves and bark of tree species studied have certain abilities to bio-accumulate PAH according to their molecular weight. The leaves of S. nigra and bark of A. melanoxylon showed the highest ability to accumulate PAHs, mainly those with high and medium molecular weight, respectively. The highest incidence of light molecular weight PAHs was found in the leaves of A. melanoxylon. Furthermore, coal combustion, biomass burning, and vehicle emissions were identified as the main PAHs sources. Concentrations of PAHs associated with tree species suggest an affectation in areas frequented by populations susceptible to air pollution. This fact shows the importance of regulatory scheme to significantly improve the air quality in the city integrating a knowledge-based decision-making.
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  • 文章类型: Journal Article
    叶子可以从周围环境中特别吸收微量元素。树叶是空气污染的良好生物指标。因此,叶子规格的化学分析可用于重现空气污染的历史记录。为了更好地了解南京从20世纪20年代到20年代城市空气污染的历史,中国,两种木本植物的叶子样本,悬铃木×西班牙和Pittosporumtobira,在这项研究中收集了来自不同历史时期的环境指标。其中包括历史植物标本室标本和活树的当前叶子。使用ICP-MS测定样品中10种微量元素的浓度。计算了污染指数,产生关键发现。历史叶片样品显示,随着时间的推移,10种微量元素的平均浓度不断增加,与汽车数量和大型工业企业数量显著相关(p<0.05)。此外,现代叶片微量元素浓度与PM10、PM2.5、汽车、大型工业企业,和大气因素,确认这些作为来源。除汗青成长趋向外,南京14个地点的历史悬铃木×西班牙叶样品显示出空间异质性。重金属微量元素污染分布的变化与运输和工业扩张一致,具有元素之间的同源模式。具体来说,在具有代表性的NJ2(中山植物园)和NJ5(南京大学)站点中观察到1980年代后的增长,NJ5污染场地的浓度高于NJ2未污染场地的浓度。2009年以后,悬铃木×西班牙叶片中的10种元素(除Cd)污染指数有所波动,但总体上有所下降。南京空气污染历史的重建表明,可以在时间和空间上从植物叶片标记中提取充足的环境信息。
    Leaves can specifically uptake trace elements from the surrounding environment. And tree leaves are a good biological indicator for air pollution. Therefore, chemical analysis of leaf specifications can be used to reproduce a historical record of air pollution. To better understand the history of urban air pollution from the 1920s to the 2020s in Nanjing, China, leaf samples of two woody plants, Platanus × hispanica and Pittosporum tobira, were collected in this study as environmental indicators from different historical periods. These included historical herbarium specimens and current leaves from live trees. The concentrations of 10 trace elements were determined in the samples using ICP‒MS. Pollution indices were calculated, yielding the key findings. The historical leaf samples showed continuously increasing mean concentrations of the 10 trace elements over time, which significantly correlating with automobile quantities and the number of large-scale industrial enterprises (p < 0.05). Moreover, modern leaf trace element concentrations were significantly correlated with PM10, PM2.5, automobiles, large-scale industrial enterprises, and atmospheric factors, confirming these as sources. In addition to the historical growth trend, spatial heterogeneity was revealed in historical Platanus × hispanica leaf samples from the 14 sites in Nanjing. Changes in heavy metal trace element pollution distributions were consistent with transportation and industrial expansion, with homologous patterns across elements. Specifically, post 1980s increases were observed in the representative NJ2 (Zhongshan Botanical Garden) and the NJ5(Nanjing University) sites, with higher concentrations occurring at in the NJ5 contaminated site than at the NJ2 uncontaminated site. After 2009, the 10 element (except Cd) pollution indices in Platanus × hispanica leaves fluctuated but declined overall. This reconstruction of Nanjing\'s air pollution history demonstrates that ample environmental information can be extracted from plant leaf markers over time and space.
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  • 文章类型: Journal Article
    探讨微生物对森林生态系统功能的贡献,我们研究了五种典型树种(马尾松,PM;卡莱西,CCCE;板栗,CF;和Keteleeriacyclollepis,KC)在君子峰国家级自然保护区。结果表明,CC和CF的ECM真菌和土壤细菌多样性相似,CC和CF的多样性率高于PM,CE,还有KC.在五个典型的树种中,嗜血球菌和未分类的_CortinariaceaeII是最普遍的ECM真菌,其次是未分类的_CortinariaceaeI和乳杆菌。在细菌中,优势细菌属是酸热菌,缓生根瘤菌,嗜酸杆菌,Candidatus_Solibacter,Candidatus_Koribacter,Roseiarcus,和Bryobacter.EMF真菌和土壤细菌与土壤因子相关,尤其是土壤的酸碱度,TP,TK,由stand发展引起的。结果表明,君子峰国家级自然保护区典型树种ECM真菌和细菌的群落特征反映了土壤微生物在稳定森林生态系统中的关键作用。
    To explore the contribution of microorganisms to forest ecosystem function, we studied the ectomycorrhizal (ECM) fungal and soil bacterial community of the five typical tree species (Pinus massoniana, PM; Castanopsis carlesii, CC; Castanopsis eyrei, CE; Castanopsis fargesii, CF; and Keteleeria cyclolepis, KC) at the Junzifeng National Nature Reserve. The results indicated that the ECM fungal and soil bacterial diversity of CC and CF was similar, and the diversity rates of CC and CF were higher than those of PM, CE, and KC. Cenococcum geophilum and unclassified_Cortinariaceae II were the most prevalent occurring ECM fungi species in the five typical tree species, followed by unclassified_Cortinariaceae I and Lactarius atrofuscus. In bacteria, the dominant bacterial genera were Acidothermus, Bradyrhizobium, Acidibacter, Candidatus_Solibacter, Candidatus_Koribacter, Roseiarcus, and Bryobacter. EMF fungi and soil bacteria were correlated with edaphic factors, especially the soil pH, TP, and TK, caused by stand development. The results show that the community characteristics of ECM fungi and bacteria in the typical tree species of the Junzifeng National Nature Reserve reflect the critical role of soil microorganisms in stabilizing forest ecosystems.
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  • 文章类型: Journal Article
    我们评估了不同功能组织中真菌群落的多样性和组成,以及樟子松和云杉的根际土壤沿着欧洲这些树种分布的纬度梯度站立,以模拟气候变化施加的真菌群落的可能变化。对于每个树种,活针,射击,根,并对根际土壤进行了采样和高通量测序。结果表明,纬度和寄主树种对真菌群落多样性和组成的影响有限,这在很大程度上是由每个地点的环境变量和它们定植的底物来解释的。年平均温度和年平均降水量对根系真菌群落有很大影响,针状真菌群落的等温性,最温暖季度的平均温度和最干燥月份的降水对茎真菌群落,和降水季节性对土壤真菌群落的影响。预计这两种树种的真菌群落都将转移到年温度振幅较低的栖息地,并且在最干旱的月份降水增加,但是与目前的条件相比,这些栖息地的适宜性预计将来会下降。
    We assessed the diversity and composition of fungal communities in different functional tissues and the rhizosphere soil of Pinus sylvestris and Picea abies stands along the latitudinal gradient of these tree species distributions in Europe to model possible changes in fungal communities imposed by climate change. For each tree species, living needles, shoots, roots, and the rhizosphere soil were sampled and subjected to high-throughput sequencing. Results showed that the latitude and the host tree species had a limited effect on the diversity and composition of fungal communities, which were largely explained by the environmental variables of each site and the substrate they colonize. The mean annual temperature and mean annual precipitation had a strong effect on root fungal communities, isothermality on needle fungal communities, mean temperature of the warmest quarter and precipitation of the driest month on shoot fungal communities, and precipitation seasonality on soil fungal communities. Fungal communities of both tree species are predicted to shift to habitats with a lower annual temperature amplitude and with increasing precipitation during the driest month, but the suitability of these habitats as compared to the present conditions is predicted to decrease in the future.
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