长期不同施肥对稻田土壤微生物群落功能多样性的影响

微生物群落功能多样性对土壤管理具有重要指示作用,施肥措施对土壤微生物群落功能多样性产生重要的影响,从而影响土壤有机质的含量,引起土地碳贮量变化,进而影响到陆地生态系统的碳汇.以位于湖南省桃江县国家级稻田肥力长期定位试验点的土样为研究对象,采用BIOLOG测试板对不同施肥处理下土壤微生物功能多样性进行了研究.研究结果显示,土壤微生物的碳源利用率因长期不同的施肥处理而发生分异.Shannon和Simpson指数的结果显示所有施肥处理均有利于维持微生物群落多样性,但秸秆还田和习惯施肥使群落均匀度(McIntosh指数)降低.主成分分析表明,试验点土壤微生物群落利用的主要碳源为氨基酸类和糖类,但不同施肥处理碳源利用类型有差异.结果可以得出,不同的施肥对土壤微生物功能多样性产生了不同影响,从而影响土壤有机质中碳、氮含量.这些信息可以为深入研究施肥对全球碳氮循环以及全球气候变迁提供依据.     

长期施肥对稻田土壤有机氮、微生物生物量及功能多样性的影响

以位于湖南省新化和宁乡县两个稻田肥力长期定位试验点的土样为材料,研究了不同施肥处理对稻田土壤有机氮组分、微生物生物量及功能多样性的影响.结果表明：与不施肥处理（CK）相比,化肥配施有机肥处理提高了稻田土壤酸解总氮（TAHN）及其组分中氨基糖氮（ASN）、氨基酸氮（AAN）和酸解氨态氮（AN）的含量,不同施肥处理对组分中酸解未知氮（HUN）的影响不尽相同.与CK相比,单施化肥处理对土壤微生物生物量碳、氮（MBC、MBN）含量的影响较小,化肥配施有机肥处理则显著提高了土壤MBC和MBN的含量.采用BIOLOG法对土壤微生物群落功能多样性进行测定,结果表明：中、高量有机肥处理提高了稻田土壤微生物的碳源利用率和微生物群落功能多样性;土壤微生物碳源利用的类型因长期不同施肥处理而产生差异.     

Distinct soil microbial diversity under long-term organic and conventional farming

Low-input agricultural systems aim at reducing the use of synthetic fertilizers and pesticides in order to improve sustainable production and ecosystem health. Despite the integral role of the soil microbiome in agricultural production, we still have a limited understanding of the complex response of microbial diversity to organic and conventional farming. Here we report on the structural response of the soil microbiome to more than two decades of different agricultural management in a long-term field experiment using a high-throughput pyrosequencing approach of bacterial and fungal ribosomal markers. Organic farming increased richness, decreased evenness, reduced dispersion and shifted the structure of the soil microbiota when compared with conventionally managed soils under exclusively mineral fertilization. This effect was largely attributed to the use and quality of organic fertilizers, as differences became smaller when conventionally managed soils under an integrated fertilization scheme were examined. The impact of the plant protection regime, characterized by moderate and targeted application of pesticides, was of subordinate importance. Systems not receiving manure harboured a dispersed and functionally versatile community characterized by presumably oligotrophic organisms adapted to nutrient-limited environments. Systems receiving organic fertilizer were characterized by specific microbial guilds known to be involved in degradation of complex organic compounds such as manure and compost. The throughput and resolution of the sequencing approach permitted to detect specific structural shifts at the level of individual microbial taxa that harbours a novel potential for managing the soil environment by means of promoting beneficial and suppressing detrimental organisms.     

长期施肥对农田黑土微生物群落功能多样性的影响

为了研究长期不同施肥对农田黑土微生物群落功能多样性的影响,采用Biolog ECO微平板培养法,对已经连续施肥35年的农业部哈尔滨黑土生态环境重点野外科学观测试验站4种处理(CK、NPK、M、MNPK)的两个土层(0～20、20～40 cm)微生物群落功能多样性进行研究.结果表明: 在0～20 cm土层,有机无机肥(MNPK)配施能够显著提高土壤微生物对碳源的利用能力以及群落代谢功能的丰富度、多样性和优势度,而在20～40 cm土层则低于单施化肥(NPK)处理,两个土层单施化肥均降低土壤微生物群落代谢均匀度.不同施肥处理土壤微生物对6种碳源的利用率在0～20和20～40 cm两个土层间存在差异,而在每个土层的处理间差异显著(P<0.05),但各处理间的变化规律在两个土层中不一致.典范对应分析(CCA)结果表明,各处理土壤微生物群落代谢功能在0～20和20～40 cm土层间存在差异,且在两个土层的处理间也存在差异,而土壤养分含量对各处理土壤微生物群落代谢功能的影响规律在两个土层中较为相似.长期不同施肥会对耕层及以下土壤微生物群落功能多样性产生影响,在20～40 cm土层中单施化肥对微生物群落功能多样性的影响较大.     

长期不同施肥对番茄根际土壤微生物功能多样性的影响

研究长期定位施肥对番茄根际土壤微生物群落功能多样性的影响,旨在为番茄根际生态过程中的调控提供科学依据和理论指导。以沈阳农业大学长期定位施肥基地的番茄根际土壤为研究对象,采用Biolog-ECO微平板法,分析了11个处理:N(单施氮肥)、K(单施钾肥)、P(单施磷肥)、NP(氮磷肥配施)、NPK(氮磷钾肥配施)、MN(有机肥配施氮肥)、MK(有机肥配施钾肥)、MP(有机肥配施磷肥)、MNP(有机肥配施氮磷肥)、MNPK(有机肥配施氮磷钾肥)、对照CK(不施肥)的土壤微生物群落功能多样性。结果表明:(1)配施有机肥能够显著提高土壤有机质、速效磷、速效钾和碱解氮的含量,氮肥的施入会降低根际土壤的pH,各处理间土壤理化性质的差异显著;(2)配施有机肥可以增强番茄根际土壤微生物对碳源的利用能力,提高微生物群落功能多样性,其中,MNP处理微生物对碳源利用能力最强,微生物活性最高。具体表现为:(1)长期施肥改变了土壤微生物对碳源的利用能力。配施有机肥处理的土壤微生物对6类碳源的总利用能力高于单施化肥处理,以MNP优势最明显;(2)在6类碳源中,氨基酸类碳源利用能力最强,酚酸类碳源利用能力最弱;(3)主成分分析表明,31种碳源对PC1贡献较大的有12种,对PC2贡献较大的有8种;(4)施加肥料的处理的Shannon指数、丰富度指数和优势度指数均高于不施肥的处理,但其均匀度下降。有机肥配施氮磷肥处理的Shannon指数、丰富度指数均显著高于其他处理。综合所有结果,以MNP的施肥较果最佳,能够呈现较高的根际土壤微生物功能多样性。     

连续施肥对农田黑土微生物功能多样性的影响

应用Biolog Eco微平板培养法研究了中国科学院海伦农业生态试验站20余年连续不同施肥处理(对照、氮磷钾、氮磷钾+秸秆、氮磷钾+猪粪1、氮磷钾+猪粪2和氮磷钾+猪粪3)下土壤微生物代谢功能多样性的变化。结果表明:长期施肥条件下,单施化肥和有机肥与化肥配施对土壤细菌、真菌数量影响不明显,但高量有机肥与化肥配施可以显著增加放线菌数量。Biolog结果表明,施用有机肥的平均颜色变化率高于单施化肥和对照。Shannon指数、Simpson指数和McIntosh指数均是有机肥和化肥配施高于化肥单施与对照。主成分分析结果表明,对照、NPK与其他几种处理有较明显的距离,说明有机肥的连年施用导致了土壤微生物代谢功能多样性的变化。     

Long‐term balanced fertilization increases the soil microbial functional diversity in a phosphorus‐limited paddy soil

The influence of long‐term chemical fertilization on soil microbial communities has been one of the frontier topics of agricultural and environmental sciences and is critical for linking soil microbial flora with soil functions. In this study, 16S rRNA gene pyrosequencing and a functional gene array, geochip 4.0, were used to investigate the shifts in microbial composition and functional gene structure in paddy soils with different fertilization treatments over a 22‐year period. These included a control without fertilizers; chemical nitrogen fertilizer (N); N and phosphate (NP); N and potassium (NK); and N, P and K (NPK). Based on 16S rRNA gene data, both species evenness and key genera were affected by P fertilization. Functional gene array‐based analysis revealed that long‐term fertilization significantly changed the overall microbial functional structures. Chemical fertilization significantly increased the diversity and abundance of most genes involved in C, N, P and S cycling, especially for the treatments NK and NPK. Significant correlations were found among functional gene structure and abundance, related soil enzymatic activities and rice yield, suggesting that a fertilizer‐induced shift in the microbial community may accelerate the nutrient turnover in soil, which in turn influenced rice growth. The effect of N fertilization on soil microbial functional genes was mitigated by the addition of P fertilizer in this P‐limited paddy soil, suggesting that balanced chemical fertilization is beneficial to the soil microbial community and its functions.     

长期不同施肥方式对稻油轮作田土壤杂草种子库多样性的影响

施肥等人为管理下农田生态系统生物多样性的变化规律及其保护是生态系统研究的重要内容之一。我们通过镜检法对太湖地区一个长期肥料定点试验稻油轮作田表层(0–15cm)土壤中杂草种子的种类进行了鉴定,分析了长期不同施肥方式对稻油轮作田土壤杂草种子库群落结构及多样性的影响,讨论了杂草种子库多样性与农田生态系统生产力和稳定性的关系。4种施肥方式分别为不施肥(NF)、单施化肥(CF)、化肥配施猪粪(CMF)以及化肥配施秸秆(CSF)。结果表明:无论水稻种植季还是油菜种植季,与长期不施肥、单施化肥及化肥配施猪粪相比,化肥配施秸秆条件下的田间土壤杂草种子库密度均最低,但其总物种数和多样性较高;同时,这种施肥方式下水稻与油菜的年平均产量也较高,而且年际波动小。可见,施肥方式的不同会影响杂草种子库的多样性,而多样性的高低与农作物产量高低及稳定性有着一定的相关关系:即均衡的施肥方式有利于维持土壤杂草种子库多样性,提高农作物产量,并降低产量年际间的波动性。在本文研究的4种施肥方式中,化肥配施秸秆可以作为提高农田生态系统生产力和稳定性并保持生物多样性的农田施肥管理方式。     

长期施肥对水稻土土壤有机碳矿化的影响

以湖南省3个国家级稻田肥力变化长期定位监测点的土壤为材料,通过室内分析和培养试验,研究了不同施肥处理下土壤有机碳矿化特征及土壤总有机碳、微生物量碳和水溶性有机碳对土壤有机碳矿化的影响.结果表明：3个监测点各施肥处理的土壤CO₂累积排放量为448.64～1 516.77 μg·g^-1,CH₄累积排放量为15.60～33.34 μg·g^-1,在58 d的培养期内土壤有机碳矿化量占总有机碳的3.59%～5.57%;不同处理CO₂的产生速率均在前期保持较高水平,之后迅速下降,后期较慢并趋于平稳,CH₄的产生速率表现为先缓慢升高后迅速降低的变化趋势;化肥配施有机肥处理显著增加了CO₂和CH₄的累积排放量;不同施肥处理土壤有机碳矿化量与总有机碳、微生物量碳和水溶性有机碳含量之间的相关性达到了极显著水平,而与矿化量所占土壤总有机碳的比例无明显相关关系.     

Influence of long-term different fertilization on soil weed seed bank diversity of a paddy soil under rice/rape rotation

A long-term fertilized paddy field under rice/ rape rotation in the Taihu Lake Region was selected to investigate the dynamics of soil weed seed diversity.Four fertilizer treatments were performed,including non-fert-ilizer (NF),chemical fertilizer only (CF),chemical fert-ilizer combined with pig manure (CMF) and chemical fertilizer plus crop stalk (CSF).We recorded the seed numbers and crop yields,estimated the weed seed bank density and identified the kinds of weed seeds in the top-soil (0-15 cm) in the study area using a stereomicroscope.Based on the records,we analyzed the effect of long-term fertilization on soil weed seed bank diversity and the rela-tionship between weed seed diversity and crop yields.Comparing the four treatments,it was found that in the cultivating seasons of both rice and rape,the density of soil weed seed bank was the lowest with the treatment of chemical fertilizer plus crop stalk.Whereas,the total num-ber of species and the weed seed bank diversity was the highest.Furthermore,the crop yields were at maximum and kept constant with this treatment.There was a def-inite correlation between fertilizer treatment and soil weed seed bank diversity and crop yields.It was concluded that balancing the fertilizer management was helpful in main-taining soil weed seed bank diversity,increasing crop yields and alleviating crop yield fluctuation.Therefore,among the four fertilizer treatments,chemical fertilizer plus rice crop stalk treatment was the best one to stimulate the productivity of agricultural ecosystems and simulta-neously protect biodiversity.     

Influence of long-term different fertilization on soil weed seed bank diversity of a paddy soil under rice/rape rotation

A long-term fertilized paddy field under rice/rape rotation in the Taihu Lake Region was selected to investigate the dynamics of soil weed seed diversity. Four fertilizer treatments were performed, including non-fertilizer (NF), chemical fertilizer only (CF), chemical fertilizer combined with pig manure (CMF) and chemical fertilizer plus crop stalk (CSF). We recorded the seed numbers and crop yields, estimated the weed seed bank density and identified the kinds of weed seeds in the topsoil (0–15 cm) in the study area using a stereomicroscope. Based on the records, we analyzed the effect of long-term fertilization on soil weed seed bank diversity and the relationship between weed seed diversity and crop yields. Comparing the four treatments, it was found that in the cultivating seasons of both rice and rape, the density of soil weed seed bank was the lowest with the treatment of chemical fertilizer plus crop stalk. Whereas, the total number of species and the weed seed bank diversity was the highest. Furthermore, the crop yields were at maximum and kept constant with this treatment. There was a definite correlation between fertilizer treatment and soil weed seed bank diversity and crop yields. It was concluded that balancing the fertilizer management was helpful in maintaining soil weed seed bank diversity, increasing crop yields and alleviating crop yield fluctuation. Therefore, among the four fertilizer treatments, chemical fertilizer plus rice crop stalk treatment was the best one to stimulate the productivity of agricultural ecosystems and simultaneously protect biodiversity. __________ Translated from Biodiversity Science, 2006, 14(6): 461–469 [译自:生物多样性]     

长期施肥对茶园土壤微生物群落功能多样性的影响

利用BIOLOG研究长期施肥后茶园土壤微生物群落功能多样性变化,结果表明:与清耕(CK)相比,各长期施肥处理AWCD值的变化速度(斜率)和最终能达到的AWCD值均有不同程度提高,其大小顺序为:DWY>DY>W>CK,可见施肥能不同程度提高微生物整体活性和丰富度,以有机无机肥配施效果最好。分析多样性指数表明:各处理对土壤常见微生物种类影响并不大,施有机肥使微生物群落均匀度有所降低。对碳源利用主成分起分异作用的主要是糖类和羧酸类物质。对AWCD值、多样性指数与土壤养分因子的相关性分析表明,在红壤茶园中土壤肥力提高有利于土壤微生物活性的提高。     

Effects of an integrated rice-crayfish farming system on soil organic carbon,enzyme activity,and microbial diversity in waterlogged paddy soil

A 10-year (2005–2015) field experiment was conducted to study the effects of an integrated rice-crayfish (CR) model on soil organic carbon, enzyme activity, and microbial diversity at soil depths of 0–10?cm, 10–20?cm, 20–30?cm, and 30–40?cm. Compared with a mid-season rice monoculture (MR) model, total organic carbon (TOC), particle organic carbon (POC), and water-soluble organic carbon (WSOC) were significantly higher in the 0–40?cm soil layers, and the content of microbial biomass carbon (MBC) was significantly higher in the 30–40?cm soil layer in the CR model. The ratios of WSOC to TOC and POC to TOC in the 0–40?cm soil layers in CR model exhibited an increasing trend, whereas the ratio of MBC to TOC in the 0–30?cm layers exhibited a decreasing trend with respect to that of the MR model, however, these differences were not statistically significant. The activity of soil invertase, acid phosphatase, and urease in the 0–40?cm soil layers in the CR model exhibited a decreasing trend with respect to that of the MR model, and the activity of urease in the 10–20?cm soil layer in the CR model was significantly lower than that in the MR model. Compared with the MR model, the CR model significantly enhanced the carbon utilization capacity of soil microbes, and the richness index, dominance index, and diversity index of the soil microbial community in the 20–30?cm layer, whereas it significantly decreased the number of dominant soil microorganism species and the carbon utilization capacity of soil microbes in the 0–10?cm layer. Soil organic carbon and its active components had a significant direct correlation with the microbial diversity index, and significantly positive correlations with invertase, urease, and acid phosphatase. With respect to the soil microbial diversity index, soil organic carbon and its active components had a closer relationship with soil enzyme activity.     

长期施肥对红壤性水稻土有机氮组分的影响

通过16年的田间定位试验,研究了长期不同施肥模式对红壤性水稻土有机氮组分的影响.结果表明：长期化肥处理对土壤各氮素含量的作用不明显;有机物料循环特别是有机肥和化肥配施显著提高了土壤矿质氮和有机氮含量,提高幅度分别为55.2%和38.8%.有机物料循环处理显著提高了酸解性氮组分,其对土壤铵态氮、氨基糖氮和未知氮含量的提高幅度分别为36.5%、68.4%和73.9%;有机物料与化肥配施后,氨基酸氮含量也显著提高,提高幅度达71.1%,但是降低了未知氮含量,降低幅度为34.5%.此外,各施肥处理土壤累积矿化氮量均随培养时间的延长呈增加趋势,有机物循环或配施化肥处理土壤矿化氮量均高于单施化肥处理.     

凋落物对土壤有机碳与微生物功能多样性的影响

森林凋落物是影响土壤微生物群落和有机碳含量的重要因素,但其作用的程度和机制尚不清楚,研究该问题对于分析森林生态系统碳循环和资源管理具有重要意义。研究凋落物去除与添加处理下土壤有机碳含量与土壤微生物对碳源利用的差异,明确凋落物去除与添加对土壤微生物群落代谢功能及其多样性的影响,探究不同处理下SOC含量变化的土壤微生物群落代谢机理。选取承德市雾灵山1405-1435 m海拔范围内核桃楸-蒙古栎混交林的表层土壤,采用室内培养结合Biolog-ECO方法,测定了培养第21天的土壤有机碳（soil organic carbon,SOC）含量及微生物群落的AWCD值、Shannon-Wiener多样性指数、Simpson优势度指数、McIntosh均匀度指数、Pielou丰富度指数,分析培养期内凋落物的不同处理下SOC含量与微生物功能多样性的变化特征。结果表明：1）不同凋落物处理对SOC含量与土壤微生物群落多样性具有显著影响（P<0.05）,DL > HL > NL > CK;2）不同凋落物处理下土壤微生物群落代谢活性和土壤微生物对碳源的利用程度具有显著差异（P<0.05）,碳水化合物类和氨基酸类是土壤微生物的主要碳源;3）不同处理的SOC含量与土壤微生物多样性具有正相关关系。双倍凋落物添加在短期内对土壤微生物多样性影响难以达到显著水平且在一定程度上对土壤微生物的代谢活性具有抑制作用,土壤微生物群落功能多样性对SOC含量具有重要影响。     

长期施肥下红壤性水稻土有机碳储量变化特

研究了1982—2012年长期不同施肥下红壤性水稻土土壤有机碳含量变化、固碳趋势及外源碳输入对土壤固碳的贡献.结果表明： 施肥能提高土壤有机碳含量,连续30年不同施肥后,各施肥处理土壤有机碳含量趋于稳定,有机无机配施的土壤有机碳含量为21.02～21.24 g·kg^-1,增加速率为0.41～0.59 g·kg^-1·a^-1,单施化肥的土壤有机碳含量为15.48 g·kg^-1.各有机无机肥配施处理土壤的平均有机碳储量为43.61～48.43 t C·hm^-2,历年平均土壤有机碳储量显著大于单施化肥处理.土壤固碳速率与年均投入碳量呈显著指数正相关.本试验条件下,每年需要增加外源有机碳为0.12 t C·hm^-2才能维持土壤有机碳的平衡.     

黄壤稻田土壤微生物生物量碳磷对长期不同施肥的响应

本研究以进行了22年的黄壤稻田长期定位试验为依托,分析了不同施肥模式下土壤碳(C)、磷(P)与微生物生物量C(MBC)、P(MBP)的变化及其耦合特征,旨在探讨黄壤地区合理培肥模式以提高土壤磷素有效性.试验包括10个处理,分别为不施肥(CK)、单施氮肥(N)、磷钾配合(PK)、氮钾配合(NK)、氮磷配合(NP)、氮磷钾配合(NPK)、单施有机肥(M)、3种有机无机肥配施(1/4M+3/4NP、0.5MNP、MNPK).结果表明:与不施肥相比,N和NK处理土壤有机碳(TOC)、全磷(TP)、MBC、MBP均有不同程度的降低,施磷处理(PK、NP、NPK)则有不同程度的提升;与不施肥和施用无机肥相比,施用有机肥各处理TOC、MBC、MBP及MBP/TP均显著增加,其中M和MNPK处理增幅最大.MBC/MBP、TOC/MBP、MBC/TP以施用有机肥处理最低,N处理最高.土壤MBC、MBP及其耦合关系与土壤TOC和有效磷均呈极显著相关,TOC是影响MBC、MBP、MBP/TP的直接因素,而有效磷则是影响MBC/MBP、TOC/MBP、MBC/TP的直接因素.土壤MBP及碳、磷耦合关系各指标可以有效区分单施化肥和施用有机肥的不同施肥方式,可作为评价黄壤稻田磷素肥力的生物学指标.配施有机肥是增加黄壤稻田磷有效性、提高土壤供磷潜力和保持土壤生物健康的有效途径.     

小麦-甘薯轮作长期增施有机肥对碱性土壤固氮菌群落结构及多样性的影响

生物固氮为农业生态系统提供天然的氮素来源,探究长期增施有机肥对土壤固氮菌群落的影响,为合理增施有机肥和维持土壤固氮微生物群落多样性提供科学依据。选取小麦-甘薯轮作中连续37a不施肥对照(CK)、单施化肥(NPK)、化肥+有机肥(NPKM)处理的甘薯季碱性土壤样品为研究对象。采用Illumina MiSeq高通量测序技术,研究土壤固氮菌群落的组成、多样性及其与土壤特性的关系。结果表明:与对照和单施化肥相比,长期增施有机肥降低土壤固氮菌群落丰富度和多样性,且丰富度与土壤pH显著正相关,与有机碳、全氮和有效养分(硝态氮、有效磷和速效钾)显著负相关。主坐标分析表明长期施肥显著改变土壤固氮菌群落结构,与对照相比,增施有机肥比单施化肥对固氮菌群落结构的影响更大。冗余分析表明土壤有机碳和速效钾是影响固氮菌群落结构改变最主要的因素。长期增施有机肥显著降低变形菌门、蓝藻菌门、Beta-变形菌和固氮弧菌属的相对丰度,显著增加硝化螺旋菌门、酸杆菌门和硝化螺菌属的相对丰度,这与土壤pH、有机碳和有效养分显著相关。因此,在碱性土壤上长期增施有机肥对固氮菌群落结构的改变更大,对群落多样性的抑制作用更强。     

长期施肥条件下潮土不同组分有机质的动态研究

采用相对密度分组法对潮土有机质进行分组分析,研究长期施肥条件下不同施肥处理的土壤有机质、轻组有机质和重组有机质的动态变化.结果表明,在现有的施肥条件下,不施肥处理的土壤有机质、轻组有机质和重组有机质含量基本保持不变,而NPK(化肥)和有机肥处理的土壤有机质、轻组有机质和重组有机质含量均随施肥年限呈增加趋势,但前者年际间波动较大,增加幅度也远不如后者.回归分析发现,NPK处理的土壤有机质、轻组有机质和重组有机质均与施肥年限呈线性相关,而有机肥处理的土壤有机质、轻组有机质和重组有机质则随施肥年限呈对数函数变化规律.     

不同施肥处理与地膜覆盖对土壤微生物群落功能多样性的影响

微生物多样性是表征土壤质量变化的敏感指标。应用Biolog技术探讨了不同施肥处理与地膜覆盖对土壤微生物功能多样性的影响,从微生物功能多样性的角度评价施肥与地膜覆盖对土壤质量的影响。试验结果表明：裸地条件下,肥料合理配施可以增强微生物对碳源的利用程度（AWCD）,显著增加微生物功能多样性（Shannon指数）。地膜覆盖和施肥的交互作用降低了微生物对碳源的利用率,降低微生物的丰富度,改变其均匀度。土壤微生物碳源利用的聚类和主成分分析表明,各施肥处理在碳源的利用上存在较大差异,覆膜加剧了各处理之间的分异程度。糖类和氨基酸类碳源是微生物利用的主要碳源。土壤微生物对碳源利用受到土壤pH、速效钾的显著影响。此外,有机碳、速效氮含量和土壤碳氮比与土壤微生物群落功能多样性密切相关。