Soil microbes

土壤微生物
  • 文章类型: Journal Article
    微塑料(MPs)对土壤的污染已成为全球关注的重要问题。虽然传统上与作物生产相关,当代对土壤健康的理解已经扩展到包括更广泛的因素,包括动物安全,微生物多样性,生态功能,和人类健康保护。这种范式的转变强调了迫切需要全面评估国会议员对土壤健康的影响。通过对各种土壤健康指标的调查,这次审查努力填补现有的知识空白,从2021年至2024年之间进行的最新研究中汲取见解,以阐明国会议员如何破坏土壤生态系统并损害其关键功能。这篇综述全面分析了导致土壤环境中MP污染的过程,并强调了薄膜残留物是农业土壤的主要贡献者。进入土壤的MPs通过阻碍生长和其他生理过程而不利地影响作物生产力。此外,议员阻碍了生存,增长,和土壤动物的繁殖率,带来潜在的健康风险。此外,对MP对土壤微生物和养分循环的影响的系统评估突出了MP污染的各种影响。此外,在土壤-植物系统中,国会议员与其他污染物相互作用,造成综合污染。例如,MPs表面含有含氧官能团,与其他污染物形成高亲和力氢键,导致土壤环境的长期持续存在,从而增加了土壤健康的风险。总之,我们简明扼要地总结了目前与MPs对土壤健康的中介作用相关的研究挑战,并为未来的研究提出了有希望的方向.应对这些挑战并采用跨学科方法将增进我们对国会议员与土壤生态系统之间复杂相互作用的理解。从而为减轻其不利影响提供循证策略。
    Soil contamination by microplastics (MPs) has emerged as a significant global concern. Although traditionally associated with crop production, contemporary understanding of soil health has expanded to include a broader range of factors, including animal safety, microbial diversity, ecological functions, and human health protection. This paradigm shifts underscores the imperative need for a comprehensive assessment of the effects of MPs on soil health. Through an investigation of various soil health indicators, this review endeavors to fill existing knowledge gaps, drawing insights from recent studies conducted between 2021 and 2024, to elucidate how MPs may disrupt soil ecosystems and compromise their crucial functions. This review provides a thorough analysis of the processes leading to MP contamination in soil environments and highlights film residues as major contributors to agricultural soils. MPs entering the soil detrimentally affect crop productivity by hindering growth and other physiological processes. Moreover, MPs hinder the survival, growth, and reproductive rates of the soil fauna, posing potential health risks. Additionally, a systematic evaluation of the impact of MPs on soil microbes and nutrient cycling highlights the diverse repercussions of MP contamination. Moreover, within soil-plant systems, MPs interact with other pollutants, resulting in combined pollution. For example, MPs contain oxygen-containing functional groups on their surfaces that form high-affinity hydrogen bonds with other pollutants, leading to prolonged persistence in the soil environment thereby increasing the risk to soil health. In conclusion, we succinctly summarize the current research challenges related to the mediating effects of MPs on soil health and suggest promising directions for future studies. Addressing these challenges and adopting interdisciplinary approaches will advance our understanding of the intricate interplay between MPs and soil ecosystems, thereby providing evidence-based strategies for mitigating their adverse effects.
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  • 文章类型: Journal Article
    洪水威胁着作物生产力,农业可持续性,全球粮食安全。在本文中,我回顾了洪水对植物的影响,并强调了我们理解中的三个重要差距:(i)洪水对植物在以下(改变根系代谢产物和分泌物)和地上(改变植物质量和代谢产物,并削弱植物免疫系统),(ii)洪水对土壤健康和支持植物和生态系统健康的微生物的影响,和(iii)洪水的传统影响。未能解决这些被忽视的方面可能会破坏和破坏在建设气候适应作物和土壤微生物辅助植物抗逆性方面取得的巨大进展。解决概述的知识差距将加强为减轻洪水和保持迄今取得的成果而开发的解决方案。
    Flooding threatens crop productivity, agricultural sustainability, and global food security. In this article I review the effects of flooding on plants and highlight three important gaps in our understanding: (i) effects of flooding on ecological interactions mediated by plants both below (changing root metabolites and exudates) and aboveground (changing plant quality and metabolites, and weakening the plant immune system), (ii) flooding impacts on soil health and microorganisms that underpin plant and ecosystems health, and (iii) the legacy impacts of flooding. Failure to address these overlooked aspects could derail and undermine the monumental progress made in building climate-resilient crops and soil-microbe-assisted plant resilience. Addressing the outlined knowledge gaps will enhance solutions developed to mitigate flooding and preserve gains made to date.
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  • 文章类型: Journal Article
    磷(P)对植物是必需的,但在土壤中往往是有限的,微生物在其循环中起着关键作用。作物中的磷缺乏可以通过施用副产物如污泥和鸟粪石来缓解,以提高产量和可持续性。这里,我们评估了四种不同类型的肥料的贡献:i)常规NPK;ii)污泥;iii)鸟粪石;iv)半干旱玉米种植园中的鸟粪石污泥对磷的利用率和土壤微生物组的响应。我们研究了这些处理对细菌和古细菌基因以及与有机磷矿化相关的蛋白质的相对丰度的影响,无机P增溶,和P饥饿反应调节通过多组学方法。此外,我们通过在发芽和开花期收集样品来探索玉米物候的影响。我们的发现表明,物候阶段对细菌和古细菌群落中P循环基因的丰度有显着影响,特别是关于无机P的溶解。此外,响应各种肥料处理,与不同P周期相关的基因的相对丰度存在显着变化。污泥和鸟粪石的应用提高了磷的利用率,这分别与鞘氨醇单胞菌(变形杆菌)和Luteitalea(酸杆菌)的相对丰度增加有关,和与无机磷溶解有关的基因。此外,我们观察到与P循环相关的功能过程的大量分类聚类。在含有P相关基因的优势细菌种群中,那些具有与无机P的溶解相关的基因的微生物通常没有与有机P的矿化相关的基因。这种现象在放线菌成员中尤为明显。总的来说,我们揭示了细菌和古细菌群落以及相关分子过程的重要变化,强调施肥之间错综复杂的相互作用,物候学,农业生态系统中的磷循环。
    Phosphorus (P) is essential for plants but often limited in soils, with microbes playing a key role in its cycling. P deficiency in crops can be mitigated by applying by-products like sludge and struvite to enhance yield and sustainability. Here, we evaluated the contribution of four different types of fertilizers: i) conventional NPK; ii) sludge; iii) struvite; and iv) struvite+sludge in a semiarid maize plantation to the availability of P and the responses of the soil microbiome. We investigated the effects of these treatments on the relative abundance of bacterial and archaeal genes and proteins related to organic P mineralization, inorganic P solubilization, and the P starvation response regulation through a multi-omic approach. Moreover, we explored the impact of maize phenology by collecting samples at germination and flowering stages. Our findings suggest that the phenological stage has a notable impact on the abundance of P cycle genes within bacterial and archaeal communities, particularly regarding the solubilization of inorganic P. Furthermore, significant variations were observed in the relative abundance of genes associated with different P cycles in response to various fertilizer treatments. Sludge and struvite application improved P availability, which was related to an increase in the relative abundance of Sphingomonas (Proteobacteria) and Luteitalea (Acidobacteria) respectively, and genes related to inorganic P solubilization. Furthermore, we observed a substantial taxonomic clustering of functional processes associated with the P cycle. Among the dominant bacterial populations containing P-related genes, those microbes possessing genes linked to the solubilization of inorganic P typically did not harbor genes associated with the mineralization of organic P. This phenomenon was particularly evident among members of Actinobacteria. Overall, we reveal important shifts in bacterial and archaeal communities and associated molecular processes, stressing the intricate interplay between fertilization, phenology, and P cycling in agroecosystems.
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  • 文章类型: Journal Article
    在单一栽培种植系统中,西瓜通常受到枯萎病的影响。小麦间作减轻了西瓜枯萎病的影响。本研究的目的是确定小麦和西瓜间作对西瓜生长和枯萎病的影响。我们的结果表明,小麦和西瓜间作促进了生长,叶绿素含量增加,和西瓜的光合作用。同时,小麦和西瓜间作抑制了西瓜枯萎病的发生,孢子数减少,增加根系活力,增加抗氧化酶活性,西瓜根系丙二醛(MDA)含量降低。此外,小麦和西瓜间作增强了土壤中细菌菌落和总微生物的生长,真菌和尖孢镰刀菌减少。niveum(FON)菌落,提高了西瓜根际土壤酶活性。我们的结果表明,小麦和西瓜间作促进了西瓜的生长,降低了西瓜枯萎病的发生率。这些影响可能是由于间作引起的生理变化,调节土壤酶活性,和/或调节土壤微生物群落。
    Watermelon is commonly affected by Fusarium wilt in a monoculture cropping system. Wheat intercropping alleviates the affection of Fusarium wilt of watermelon. The objective of this study was to determine the effects of wheat and watermelon intercropping on watermelon growth and Fusarium wilt. Our results showed that wheat and watermelon intercropping promoted growth, increased chlorophyll content, and photosynthesis of watermelon. Meanwhile, wheat and watermelon intercropping inhibited watermelon Fusarium wilt occurrence, decreased spore numbers, increased root vigor, increased antioxidant enzyme activities, and decreased malondialdehyde (MDA) content in watermelon roots. Additionally, wheat and watermelon intercropping enhanced the bacterial colonies and total microbes growth in soil, decreased fungi and Fusarium oxysporum f. sp. niveum (FON) colonies, and increased soil enzyme activities in watermelon rhizosphere soil. Our results indicated that wheat and watermelon intercropping enhanced watermelon growth and decreased the incidence of Fusarium wilt in watermelon. These effects could be due to intercropping inducing physiological changes, regulating soil enzyme activities, and/or modulating soil microbial communities.
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  • 文章类型: Journal Article
    结论:这篇综述文章通过关注NPs和植物-根相互作用对根系结构(RSA)的有益和有害影响,突出了NPs和植物-根相互作用的更广泛视角。根部通过将自身固定在土壤中而发挥重要作用,吸收和运输水和养分,以促进植物生长和生产力。在双子叶植物中,根系(RSA)的结构明显地由主根及其分支的发育形成,展示了响应环境变化的相当大的适应性。为了促进农业和应对全球粮食饥饿,使用纳米粒子(NPs)可能是一个令人兴奋的选择,因此,了解NPs暴露下植物的行为至关重要。NPs的性质及其理化特性在根和芽的正/负响应中起着重要作用。根系形态特征,例如根长,根质量和根发育特征,可能受到不同类型的NP的正/负调控。此外,NPs的施用还可以通过促进土壤微生物,包括促进植物生长的根瘤菌(PGPR)和土壤酶来增强养分运输和土壤肥力。有趣的是,纳米材料(NMs)与根际细菌的相互作用可以增强植物发育和土壤健康。然而,一些研究还表明,增加使用几种类型的工程纳米颗粒(ENPs)可能会破坏土壤-根界面的平衡和不安全的形态发生,导致根的褐变和抑制根和土壤微生物的生长。因此,这篇综述文章试图通过关注NP和植物-根相互作用对RSA的有益或有害影响来汇编更广泛的观点。
    CONCLUSIONS: This review article highlights a broader perspective of NPs and plant-root interaction by focusing on their beneficial and deleterious impacts on root system architecture (RSA). The root performs a vital function by securing itself in the soil, absorbing and transporting water and nutrients to facilitate plant growth and productivity. In dicots, the architecture of the root system (RSA) is markedly shaped by the development of the primary root and its branches, showcasing considerable adaptability in response to changes in the environment. For promoting agriculture and combating global food hunger, the use of nanoparticles (NPs) may be an exciting option, for which it is essential to understand the behaviour of plants under NPs exposure. The nature of NPs and their physicochemical characteristics play a significant role in the positive/negative response of roots and shoots. Root morphological features, such as root length, root mass and root development features, may regulated positively/negatively by different types of NPs. In addition, application of NPs may also enhance nutrient transport and soil fertility by the promotion of soil microorganisms including plant growth-promoting rhizobacteria (PGPRs) and also soil enzymes. Interestingly the interaction of nanomaterials (NMs) with rhizospheric bacteria can enhance plant development and soil health. However, some studies also suggested that the increased use of several types of engineered nanoparticles (ENPs) may disrupt the equilibrium of the soil-root interface and unsafe morphogenesis by causing the browning of roots and suppressing the growth of root and soil microbes. Thus, this review article has sought to compile a broader perspective of NPs and plant-root interaction by focusing on their beneficial or deleterious impacts on RSA.
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  • 文章类型: Journal Article
    目标:气候变化正在危及橄榄树林。农民正在通过探索橄榄树的新品种和研究微生物在植物健康中的作用来适应。这项工作的主要目的是确定影响橄榄树微生物组的主要因素,并分析根际和内圈隔室之间的联系。
    结果:通过下一代16SrRNA扩增子测序对两个橄榄树品种的根际和木质部树液微生物群进行了表征,和土壤描述符进行了分析。橄榄树根际的细菌群落比木质部汁液中的细菌群落更加多样化。Pseudomonadota,放线菌,酸杆菌,芽孢杆菌是两个隔室中的优势门。在属一级,土壤和树液细菌群落之间只有很少的类群。
    结论:细菌组的组成受植物区室的影响大于受橄榄品种或土壤性质的影响,并且无法确认从根际到内圈的直接路线。在两个隔室中发现的大量植物生长促进细菌为通过微生物组工程改善农业成果提供了有希望的前景。
    OBJECTIVE: Climate change is endangering olive groves. Farmers are adapting by exploring new varieties of olive trees and examining the role of microbiomes in plant health.The main objectives of this work were to determine the primary factors that influence the microbiome of olive trees and to analyze the connection between the rhizosphere and endosphere compartments.
    RESULTS: The rhizosphere and xylem sap microbiomes of two olive tree varieties were characterized by next-generation 16S rRNA amplicon sequencing, and soil descriptors were analyzed. Bacterial communities in the rhizosphere of olive trees were more diverse than those found in the xylem sap. Pseudomonadota, Actinobacteriota, Acidobacteriota, and Bacillota were the dominant phyla in both compartments. At the genus level, only very few taxa were shared between soil and sap bacterial communities.
    CONCLUSIONS: The composition of the bacteriome was more affected by the plant compartment than by the olive cultivar or soil properties, and a direct route from the rhizosphere to the endosphere could not be confirmed. The large number of plant growth-promoting bacteria found in both compartments provides promising prospects for improving agricultural outcomes through microbiome engineering.
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  • 文章类型: Journal Article
    豆科植物-根瘤菌共生是可持续农业中最重要的植物-微生物相互作用,因为它能够在种植系统中提供急需的氮。这种相互作用是由来自两个伴侣的信号分子的相互识别介导的,即豆科植物和根瘤菌。在豆类中,这些分子是类黄酮和花青素的形式,负责植物器官的色素沉着,如种子,鲜花,水果,甚至还有树叶.豆科植物的种皮色素沉着是影响与N2固定有关的基因表达的主要因素,可能是非洲土壤田间条件下豆科植物基因型之间观察到的不同N2固定能力的原因。普通豆,牛仔,Kersting\的花生,据报道,与红色和奶油地方品种相比,具有黑色种皮颜色的Bambara花生地方品种释放出更高浓度的点头基因诱导类黄酮和花青素。黑色种皮色素沉着被认为是豆类中增强结瘤和N2固定的生物标志物。牛仔,班巴拉花生,根据细菌DNA的PCR-RFLP分析,已知具有不同种皮颜色的Kersting\的豆会吸引不同的土壤根瘤菌。即使将具有不同种皮颜色的同一豆科植物的种子一起种植在一个洞中,结瘤缓生根瘤菌在PCR-RFLP树状图中聚集不同。Kersting\的花生,班巴拉花生,不同的根瘤菌种选择性地结瘤了具有不同种皮颜色的of豆。16SrRNA扩增子测序还发现,种皮色素沉着对五个Kersting的花生地方品种的根际微生物群落结构具有重要的选择性影响。因此,种皮颜色在豆科植物-根瘤菌共生中细菌伴侣的选择中起着主导作用。
    Legume-rhizobia symbiosis is the most important plant-microbe interaction in sustainable agriculture due to its ability to provide much needed N in cropping systems. This interaction is mediated by the mutual recognition of signaling molecules from the two partners, namely legumes and rhizobia. In legumes, these molecules are in the form of flavonoids and anthocyanins, which are responsible for the pigmentation of plant organs, such as seeds, flowers, fruits, and even leaves. Seed-coat pigmentation in legumes is a dominant factor influencing gene expression relating to N2 fixation and may be responsible for the different N2-fixing abilities observed among legume genotypes under field conditions in African soils. Common bean, cowpea, Kersting\'s groundnut, and Bambara groundnut landraces with black seed-coat color are reported to release higher concentrations of nod-gene-inducing flavonoids and anthocyanins compared with the Red and Cream landraces. Black seed-coat pigmentation is considered a biomarker for enhanced nodulation and N2 fixation in legumes. Cowpea, Bambara groundnut, and Kersting\'s bean with differing seed-coat colors are known to attract different soil rhizobia based on PCR-RFLP analysis of bacterial DNA. Even when seeds of the same legume with diverse seed-coat colors were planted together in one hole, the nodulating bradyrhizobia clustered differently in the PCR-RFLP dendrogram. Kersting\'s groundnut, Bambara groundnut, and cowpea with differing seed-coat colors were selectively nodulated by different bradyrhizobial species. The 16S rRNA amplicon sequencing also found significant selective influences of seed-coat pigmentation on microbial community structure in the rhizosphere of five Kersting\'s groundnut landraces. Seed-coat color therefore plays a dominant role in the selection of the bacterial partner in the legume-rhizobia symbiosis.
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  • 文章类型: Journal Article
    许多R包提供了统计方法来阐明土壤微生物的多样性,然而,他们仍然难以在地理图上可视化微生物特征。这给在区域尺度上解释微生物生物地理学带来了挑战,特别是当空间尺度较大或采样点分布不均匀时。这里,我们开发了一个轻量级的,灵活,和用户友好的R包称为microgeo。这个软件包集成了许多涉及阅读的功能,操纵,操纵和可视化地理边界数据;下载空间数据集;并计算微生物特征并使用基于网格的可视化将其渲染到地理地图上,空间插值,或者机器学习。使用这个R包,用户可以在地图上可视化由microgeo或其他工具计算的任何特征,并可以结合从地理图导出的元数据分析微生物组数据。与其他统计分析微生物组数据的R包相比,microgeo提供了更直观的方法来说明大地理尺度上土壤微生物的生物地理学,作为统计驱动比较的重要补充,并以更方便,更有效的方式在大空间尺度上促进可公开获取的微生物组数据的生物地理分析。microgeoR软件包可以从Gitee(https://gite.com/bioape/microgeo)和GitHub(https://github.com/ChaonanLi/microgeo)存储库安装。有关microgeoR包的详细教程,请访问https://chaonanli。github.io/microgeo.
    Many R packages provide statistical approaches for elucidating the diversity of soil microbes, yet they still struggle to visualize microbial traits on a geographical map. This creates challenges in interpreting microbial biogeography on a regional scale, especially when the spatial scale is large or the distribution of sampling sites is uneven. Here, we developed a lightweight, flexible, and user-friendly R package called microgeo. This package integrates many functions involved in reading, manipulating, and visualizing geographical boundary data; downloading spatial datasets; and calculating microbial traits and rendering them onto a geographical map using grid-based visualization, spatial interpolation, or machine learning. Using this R package, users can visualize any trait calculated by microgeo or other tools on a map and can analyze microbiome data in conjunction with metadata derived from a geographical map. In contrast to other R packages that statistically analyze microbiome data, microgeo provides more-intuitive approaches in illustrating the biogeography of soil microbes on a large geographical scale, serving as an important supplement to statistically driven comparisons and facilitating the biogeographic analysis of publicly accessible microbiome data at a large spatial scale in a more convenient and efficient manner. The microgeo R package can be installed from the Gitee (https://gitee.com/bioape/microgeo) and GitHub (https://github.com/ChaonanLi/microgeo) repositories. Detailed tutorials for the microgeo R package are available at https://chaonanli.github.io/microgeo.
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  • 文章类型: Journal Article
    在华北平原,农民正在使用过量的肥料来生产高产作物,间接造成农业生产的污染。为探讨夏玉米的最佳施肥量,以600kg/haNPK(N:P2O5:K2O=28:8:10)作为正常肥料施用(NFA)的减肥实验,(即,100F),在2020年和2021年先后进行了研究,以研究降低施肥量的影响,包括90%(540公斤/公顷;即90F),80%(480公斤/公顷;即80F),62.5%(375公斤/公顷;即62.5F)和50%(300千克/公顷;即,50F)的NFA,关于玉米的植物生长,关键种群丰度和昆虫群落多样性的动态,以及微生物群落的组成和多样性,最后找出土壤中的氮代谢酶活性。我们的研究结果表明,与目前的100%NFA相比,化肥减少率降低了10%-20%,它没有显著影响玉米的植物生长,不仅是植物的生长指标,而且还包括叶片的养分含量,次生代谢产物,和N-代谢酶活性。Further,亚洲玉米bore(Ostriniafuracalis)的关键种群动态和玉米植物上昆虫的群落多样性没有显着变化。值得注意的是,土壤中的氮代谢酶活性水平和微生物群落多样性也没有受到影响。与100%NFA相比,50%的化肥减少率无疑降低了田间玉米的产量,显著降低了17.10%的产量。最佳肥料施用计算为547千克/公顷(即,91.17%NFA)基于5种施肥处理中玉米产量的模拟分析,肥料用量降至486公斤/公顷(即,81.00%NFA),玉米产量显著下降。这些结果表明,减少施肥量8.83%-19.00%是安全可行的,可以减轻污染,促进该地区玉米作物的可持续生产。
    In the North China Plain, farmers are using excessive amounts of fertilizer for the production of high-yield crop yield, which indirectly causes pollution in agricultural production. To investigate an optimal rate of fertilizer application for summer maize, the fertilizer reduction experiments with 600 kg/ha NPK (N: P2O5: K2O = 28: 8: 10) as normal fertilizer application (NFA), (i.e., 100F), were conducted successively during 2020 and 2021 to study the effects of reduced fertilizer rates, including 90% (540 kg/ha; i.e., 90F), 80% (480 kg/ha; i.e., 80F), 62.5% (375 kg/ha; i.e., 62.5F) and 50% (300 kg/ha; i.e., 50F) of NFA, on the plant growth of maize, the dynamics of key population abundances and community diversity of insects, and the composition and diversity of microbial community and finally to find out the N-metabolic enzymes\' activity in soil. Our findings revealed that the fertilizer reduction rates by 10% - 20% compared to the current 100% NFA, and it has not significantly affected the plant growth of maize, not only plant growth indexes but also foliar contents of nutrients, secondary metabolites, and N-metabolic enzymes\' activity. Further, there was no significant alteration of the key population dynamics of the Asian corn borer (Ostrinia furnacalis) and the community diversity of insects on maize plants. It is interesting to note that the level of N-metabolic enzymes\' activity and microbial community diversity in soil were also not affected. While the fertilizer reduction rate by 50% unequivocally reduced field corn yield compared to 100% NFA, significantly decreased the yield by 17.10%. The optimal fertilizer application was calculated as 547 kg/ha (i.e., 91.17% NFA) based on the simulation analysis of maize yields among the five fertilizer application treatments, and the fertilizer application reduced down to 486 kg/ha (i.e., 81.00% NFA) with a significant reduction of maize yield. These results indicated that reduced the fertilizer application by 8.83% - 19.00% is safe and feasible to mitigate pollution and promote sustainable production of maize crops in the region.
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  • 文章类型: Journal Article
    我国北方农牧区土地利用类型多样,包括天然草地和人工草地,灌木丛土地,林地和农田,可能会改变土壤微生物群落,然而,这些不同土地利用类型的土壤微生物群落仍然知之甚少。在这项研究中,我们比较了中国北方农牧交错带内这五种土地利用类型的土壤微生物群落。我们的结果表明,土地利用对土壤细菌和真菌群落结构产生了相当大的影响。灌木丛中细菌多样性最高,天然草地最低;林地中真菌多样性最高。土地利用类型之间的微生物网络结构复杂性也存在显着差异。人工草地和农田的复杂性较低可能是这两种土地利用类型人为活动强度较高的结果,而以低强度管理为特征的灌木丛和林地网络的结构复杂性较高,可能是人为干扰较低的结果。土壤性质的相关分析(例如,土壤理化性质,土壤养分,和微生物量碳和氮水平)和土壤微生物群落表明,尽管微生物类群在一定程度上与土壤环境因子相关,这些因素不足以解释土地利用类型之间的微生物群落差异。了解中国北方农牧区土壤微生物群落的变异性对于确定最有效的土地管理策略和在区域一级保护微生物多样性至关重要。
    There are various types of land use in the agricultural and pastoral areas of northern China, including natural grassland and artificial grassland, scrub land, forest land and farmland, may change the soil microbial community However, the soil microbial communities in these different land use types remain poorly understood. In this study, we compared soil microbial communities in these five land use types within the agro-pastoral ecotone of northern China. Our results showed that land use has had a considerable impact on soil bacterial and fungal community structures. Bacterial diversity was highest in shrubland and lowest in natural grassland; fungal diversity was highest in woodland. Microbial network structural complexity also differed significantly among land use types. The lower complexity of artificial grassland and farmland may be a result of the high intensity of anthropogenic activities in these two land-use types, while the higher structural complexity of the shrubland and woodland networks characterised by low-intensity management may be a result of low anthropogenic disturbance. Correlation analysis of soil properties (e.g., soil physicochemical properties, soil nutrients, and microbiomass carbon and nitrogen levels) and soil microbial communities demonstrated that although microbial taxa were correlated to some extent with soil environmental factors, these factors did not sufficiently explain the microbial community differences among land use types. Understanding variability among soil microbial communities within agro-pastoral areas of northern China is critical for determining the most effective land management strategies and conserving microbial diversity at the regional level.
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