生态环境学报 ›› 2024, Vol. 33 ›› Issue (1): 12-27.DOI: 10.16258/j.cnki.1674-5906.2024.01.002
李勋1(), 张艳1, 宋思梦1, 周扬1, 张健2,*(
)
收稿日期:
2023-04-21
出版日期:
2024-01-18
发布日期:
2024-03-19
通讯作者:
*张健。E-mail: sicauzhangjian@163.com作者简介:
李勋(1990年生),男,副教授,博士,主要从事长江上游马尾松低效林改造研究工作。E-mail: 502780405@qq.com
基金资助:
LI Xun1(), ZHANG Yan1, SONG Simeng1, ZHOU Yang1, ZHANG Jian2,*(
)
Received:
2023-04-21
Online:
2024-01-18
Published:
2024-03-19
摘要:
林地内凋落叶的种类和比例调控其分解过程中微生物的群落结构。然而,不同树种组合以及不同混合比例的凋落叶在分解过程中细菌群落结构有何差异,目前尚不清楚。将马尾松与乡土阔叶树种香椿[Toona sinensis (A. Juss.) Roem.]、香樟 (Cinnamomum camphora Linn.)和檫木(Sassafras tzumu Hemsl.)凋落叶按照不同树种、不同质量比例混合后,通过Illumina MiSeq高通量测序研究凋落叶分解过程中细菌群落结构的动态变化特征。结果表明,在所有处理中,Proteobacteria和Actinobacteria均为优势门,Sphingomonas,unidentified_Rhizobiaceae,Bradyrhizobium和unidentified_Cyanobacteria为优势菌属。此外,混合凋落叶中细菌的多样性和丰富度在分解250 d后表现出较强的协同效应(分别为70.97%和29.03%);第2年分解期内大部分混合凋落叶的观测值-期望值<0,尤其是分解末期(分解604 d)后有19.35%的混合凋落叶的细菌多样性指数和9.68%的混合凋落叶的细菌丰富度指数表现出拮抗效应。不同树种组合凋落叶中,马尾松+香樟+香椿组合(PCT)下阔叶占比为30%-40%时更有利于提高细菌的多样性和丰富度。综上,凋落叶中细菌的多样性和丰富度受到分解时期和树种组合的共同影响。在后期马尾松纯林的“混交化”改造过程中,适当引入乡土阔叶树种香樟与香椿可增加马尾松林地内凋落叶中细菌的多样性和类群丰度。
中图分类号:
李勋, 张艳, 宋思梦, 周扬, 张健. 西南地区马尾松与乡土阔叶树种凋落叶混合分解过程中的细菌群落特征[J]. 生态环境学报, 2024, 33(1): 12-27.
LI Xun, ZHANG Yan, SONG Simeng, ZHOU Yang, ZHANG Jian. Bacterial Community Characteristics during the Mixed Decomposition of Litter from Pinus massoniana and Indigenous Broad-leaved Tree Species in Southwestern China[J]. Ecology and Environment, 2024, 33(1): 12-27.
科 | 属 | 种 | 生活型 |
---|---|---|---|
豆科 Fabaceae | 胡枝子属 Lespedeza | 胡枝子 Lespedeza bicolor | 灌木 |
芸香科 Rutaceae | 花椒属 Zanthoxylum | 野花椒 Zanthoxylum simulans | 灌木 |
蔷薇科 Rosaceae | 悬钩子属 Rubus | 针刺悬钩子 Rubus pungens | 灌木 |
海桐科 Pittosporaceae | 海桐属 Pittosporum | 光叶海桐 Pittosporum glabratum | 灌木 |
小檗科 Berberidaceae | 十大功劳属 Mahonia | 十大功劳 Mahonia fortunei | 灌木 |
莎草科 Cyperaceae | 莎草属 Cyperus | 莎草 Cyperus rotundus | 草本 |
碗蕨科 Dennstaedtiaceae | 蕨属 Pteridium | 欧洲蕨 Pteridium aguilinum | 草本 |
天门冬科 Asparagaceae | 沿阶草属 Ophiopogon | 麦冬 Ophiopogon japonicus | 草本 |
羽藓科 Thuidiaceae | 山羽藓属 Abietinella | 山羽藓 Thuidium assimile | 草本 |
鸢尾科 Iridaceae | 鸢尾属 Iris | 蝴蝶花 Iris japonica | 草本 |
里白科 Gleicheniaceae | 芒萁属 Dicranopteris | 芒萁 Dicranopteris pedata | 草本 |
表1 研究区域植物种类
Table 1 Plant species in the study area
科 | 属 | 种 | 生活型 |
---|---|---|---|
豆科 Fabaceae | 胡枝子属 Lespedeza | 胡枝子 Lespedeza bicolor | 灌木 |
芸香科 Rutaceae | 花椒属 Zanthoxylum | 野花椒 Zanthoxylum simulans | 灌木 |
蔷薇科 Rosaceae | 悬钩子属 Rubus | 针刺悬钩子 Rubus pungens | 灌木 |
海桐科 Pittosporaceae | 海桐属 Pittosporum | 光叶海桐 Pittosporum glabratum | 灌木 |
小檗科 Berberidaceae | 十大功劳属 Mahonia | 十大功劳 Mahonia fortunei | 灌木 |
莎草科 Cyperaceae | 莎草属 Cyperus | 莎草 Cyperus rotundus | 草本 |
碗蕨科 Dennstaedtiaceae | 蕨属 Pteridium | 欧洲蕨 Pteridium aguilinum | 草本 |
天门冬科 Asparagaceae | 沿阶草属 Ophiopogon | 麦冬 Ophiopogon japonicus | 草本 |
羽藓科 Thuidiaceae | 山羽藓属 Abietinella | 山羽藓 Thuidium assimile | 草本 |
鸢尾科 Iridaceae | 鸢尾属 Iris | 蝴蝶花 Iris japonica | 草本 |
里白科 Gleicheniaceae | 芒萁属 Dicranopteris | 芒萁 Dicranopteris pedata | 草本 |
样地 | pH | w(全碳)/ (g∙kg−1) | w(全氮)/ (g∙kg−1) | 土壤容重/ (g∙cm−3) | 海拔高度/ m | 坡度/ (°) | 坡向 |
---|---|---|---|---|---|---|---|
1 | 4.60± 0.20 | 12.3± 2.01 | 0.73± 0.15 | 1.42± 0.03 | 811± 13.4 | 10.7± 5.31 | S |
2 | 4.10± 0.10 | 13.7± 2.11 | 0.70± 0.11 | 1.41± 0.11 | 825± 11.5 | 13.1± 6.31 | SE |
3 | 4.10± 0.10 | 14.1± 3.12 | 0.70± 0.21 | 1.42± 0.14 | 812± 12.4 | 16.2± 4.06 | SE |
表2 样地基本信息
Table 2 Basic information regarding the three plots
样地 | pH | w(全碳)/ (g∙kg−1) | w(全氮)/ (g∙kg−1) | 土壤容重/ (g∙cm−3) | 海拔高度/ m | 坡度/ (°) | 坡向 |
---|---|---|---|---|---|---|---|
1 | 4.60± 0.20 | 12.3± 2.01 | 0.73± 0.15 | 1.42± 0.03 | 811± 13.4 | 10.7± 5.31 | S |
2 | 4.10± 0.10 | 13.7± 2.11 | 0.70± 0.11 | 1.41± 0.11 | 825± 11.5 | 13.1± 6.31 | SE |
3 | 4.10± 0.10 | 14.1± 3.12 | 0.70± 0.21 | 1.42± 0.14 | 812± 12.4 | 16.2± 4.06 | SE |
树种丰富度 | 树种组合 | 缩写 | 混合比例 |
---|---|---|---|
1 | 马尾松(P. massoniana)、檫木(S. tsumu)、香樟(C. camphor)、香椿(T. sinensis) | P、S、C、T | 10꞉0 |
2 | 马尾松+香樟 P. massoniana+C. camphor | PC | 8꞉2、7꞉3、6꞉4 |
马尾松+檫木 P. massoniana+S. tsumu | PS | ||
马尾松+香椿 P. massoniana+T. sinensis | PT | ||
3 | 马尾松+檫木+香樟 P. massoniana+S. tsumu+C. camphor | PSC | 8꞉1꞉1、7꞉2꞉1、7꞉1꞉2、6꞉2꞉2、6꞉3꞉1、6꞉1꞉3 |
马尾松+香樟+香椿 P. massoniana+C. camphor+T. sinensis | PCT | ||
马尾松+檫木+香椿 P. massoniana+S. tsumu+T. sinensis | PST | ||
4 | 马尾松+檫木+香樟+香椿 P. massoniana+S. tsumu+C. camphor+T. sinensis | PSCT | 7꞉1꞉1꞉1、6꞉2꞉1꞉1、6꞉1꞉1꞉2、6꞉1꞉2꞉1 |
表3 不同处理的详细描述
Table 3 Detailed description of different treatments
树种丰富度 | 树种组合 | 缩写 | 混合比例 |
---|---|---|---|
1 | 马尾松(P. massoniana)、檫木(S. tsumu)、香樟(C. camphor)、香椿(T. sinensis) | P、S、C、T | 10꞉0 |
2 | 马尾松+香樟 P. massoniana+C. camphor | PC | 8꞉2、7꞉3、6꞉4 |
马尾松+檫木 P. massoniana+S. tsumu | PS | ||
马尾松+香椿 P. massoniana+T. sinensis | PT | ||
3 | 马尾松+檫木+香樟 P. massoniana+S. tsumu+C. camphor | PSC | 8꞉1꞉1、7꞉2꞉1、7꞉1꞉2、6꞉2꞉2、6꞉3꞉1、6꞉1꞉3 |
马尾松+香樟+香椿 P. massoniana+C. camphor+T. sinensis | PCT | ||
马尾松+檫木+香椿 P. massoniana+S. tsumu+T. sinensis | PST | ||
4 | 马尾松+檫木+香樟+香椿 P. massoniana+S. tsumu+C. camphor+T. sinensis | PSCT | 7꞉1꞉1꞉1、6꞉2꞉1꞉1、6꞉1꞉1꞉2、6꞉1꞉2꞉1 |
混合处理 | C | N | P | 木质素 | 纤维素 | 总酚 | 单宁 |
---|---|---|---|---|---|---|---|
PT82 | 437.96±8.90ab | 7.15±0.42abc | 1.02±0.03abcdefghi | 307.74±11.27abc | 129.01±18.71a | 49.15±2.77abc | 20.54±1.06bcd |
PT73 | 430.58±7.95ab | 7.68±0.28abc | 1.07±0.03abc | 286.07±9.61abcde | 125.28±17.06a | 46.63±2.34abcde | 18.43±0.93def |
PT64 | 423.20±7.05b | 8.22±0.14a | 1.12±0.04a | 264.40±8.19e | 121.55±15.42a | 44.12±1.91abcdef | 16.32±0.80f |
PS82 | 444.92±8.17a | 6.13±0.65c | 0.91±0.03jkl | 315.46±11.76a | 128.54±16.63a | 50.42±2.92a | 64.94±0.34a |
PS73 | 441.02±6.86ab | 6.16±0.63bc | 0.91±0.03kl | 297.65±10.70abcd | 124.57±13.98a | 48.55±2.57abc | 66.04±0.35a |
PS64 | 437.12±5.62ab | 6.19±0.62bc | 0.90±0.03l | 279.85±10.15b | 120.61±11.39a | 46.67±2.21abcde | 67.13±0.39a |
PC82 | 446.32±6.50a | 6.50±0.71abc | 0.96±0.03efghijkl | 310.78±11.88ab | 138.11±16.48a | 46.30±3.00abcdef | 22.48±1.05b |
PC73 | 443.13±4.32a | 6.71±0.71abc | 0.98±0.04cdefghijkl | 290.64±10.43abcde | 138.94±13.80a | 42.37±2.69bcdef | 21.34±0.91bc |
PC64 | 439.93±2.14ab | 6.93±0.72abc | 1.00±0.05bcdefghijkl | 270.5±9.08de | 139.77±11.24a | 38.43±2.38f | 20.21±0.77bcd |
PST811 | 441.44±8.53ab | 6.64±0.54abc | 0.96±0.03defghijkl | 311.6±11.50a | 128.77±17.67a | 49.78±2.84ab | 21.61±0.99bc |
PST721 | 437.54±7.23ab | 6.67±0.51abc | 0.96±0.03efghijkl | 293.79±10.30abcde | 124.81±15.00a | 47.91±2.49abcd | 20.57±0.78bcd |
PST712 | 434.06±7.59ab | 7.18±0.40abc | 1.01±0.03bcdefghhi | 289.93±9.93abcde | 125.05±16.02a | 47.27±2.41abcde | 19.50±0.86cde |
PST631 | 433.64±5.97ab | 6.70±0.50abc | 0.96±0.03fghijkl | 275.98±9.61de | 120.85±12.37a | 46.03±2.14abcdef | 19.53±0.58cde |
PST622 | 430.16±6.33ab | 7.21±0.38abc | 1.01±0.03bcdefghij | 272.12±9.10de | 121.08±13.38a | 45.4±2.06abcdef | 18.46±0.65def |
PST613 | 426.68±6.69ab | 7.71±0.26abc | 1.06±0.04abcd | 268.26±8.63de | 121.32±14.39a | 44.76±1.98abcdef | 17.39±0.73ef |
PSC811 | 445.62±7.33a | 6.31±0.67bc | 0.94±0.03ghijkl | 313.12±11.57a | 133.33±16.50a | 48.36±2.96abcd | 22.58±0.98b |
PSC721 | 441.72±6.00ab | 6.34±0.64bc | 0.93±0.03hijkl | 295.31±10.04abcde | 129.36±13.78a | 46.49±2.61abcde | 21.54±0.77bc |
PSC712 | 442.42±5.15ab | 6.53±0.67abc | 0.95±0.03fghijkl | 292.98±9.95abcde | 134.15±13.72a | 44.43±2.65abcdef | 21.44±0.84bc |
PSC631 | 437.83±4.74ab | 6.37±0.62bc | 0.93±0.03ijkl | 277.51±8.96cde | 125.40±11.10a | 44.61±2.25abcdef | 20.50±0.57bcd |
PSC622 | 438.53±3.86ab | 6.56±0.64abc | 0.95±0.03fghijkl | 275.17±8.33de | 130.19±10.97a | 42.55±2.29abcdef | 20.40±0.64bcd |
PSC613 | 439.23±2.99ab | 6.74±0.68abc | 0.97±0.04cdefghijkl | 272.83±8.37de | 134.98±11.02a | 40.49±2.34def | 20.30±0.70bcd |
PCT811 | 442.14±7.69ab | 6.82±0.57abc | 0.99±0.02bcdefghijkl | 309.26±11.45ab | 133.56±17.56a | 47.73±2.89abcde | 21.51±1.06bc |
PCT721 | 438.95±5.52ab | 7.04±0.57abc | 1.01±0.02bcdefghij | 289.12±9.87abcde | 134.39±14.80a | 43.79±2.57abcdef | 20.37±0.92bcd |
PCT712 | 434.76±6.73ab | 7.36±0.43abc | 1.04±0.02abcdef | 287.59±9.60abcde | 129.83±15.89a | 45.21±2.46abcdef | 19.40±0.92cde |
PCT631 | 435.75±3.36ab | 7.25±0.58abc | 1.03±0.03abcdefgh | 268.97±8.36de | 135.21±12.12a | 39.86±2.26ef | 19.23±0.78cde |
PCT622 | 431.57±4.58ab | 7.58±0.43abc | 1.06±0.01abcde | 267.45±7.95de | 130.66±13.12a | 41.28±2.14cdef | 18.26±0.79def |
PCT613 | 427.39±5.82ab | 7.90±0.29ab | 1.09±0.02ab | 265.93±7.89e | 126.11±14.23a | 42.70±2.03abcdef | 17.29±0.79ef |
PSCT7111 | 438.24±6.37ab | 6.85±0.53abc | 0.98±0.02cdefghijkl | 291.45±9.79abcde | 129.6±14.83a | 45.85±2.53abcdef | 20.47±0.85bcd |
PSCT6211 | 434.35±5.10ab | 6.88±0.51abc | 0.98±0.02cdefghijkl | 273.65±8.56de | 125.63±12.13a | 43.97±2.18abcdef | 19.43±0.64cde |
PSCT6121 | 435.05±4.22ab | 7.07±0.53abc | 1.00±0.02bcdefghijk | 271.31±8.11de | 130.42±12.04a | 41.91±2.22bcdef | 19.33±0.71cde |
PSCT6112 | 430.87±5.46ab | 7.39±0.39abc | 1.03±0.02abcdefg | 269.79±8.20de | 125.87±13.17a | 43.34±2.10abcdef | 18.36±0.72def |
表4 混合凋落叶的初始凋落物质量特征
Table 4 Initial litter quality characteristics of the mixed litter g?kg?1
混合处理 | C | N | P | 木质素 | 纤维素 | 总酚 | 单宁 |
---|---|---|---|---|---|---|---|
PT82 | 437.96±8.90ab | 7.15±0.42abc | 1.02±0.03abcdefghi | 307.74±11.27abc | 129.01±18.71a | 49.15±2.77abc | 20.54±1.06bcd |
PT73 | 430.58±7.95ab | 7.68±0.28abc | 1.07±0.03abc | 286.07±9.61abcde | 125.28±17.06a | 46.63±2.34abcde | 18.43±0.93def |
PT64 | 423.20±7.05b | 8.22±0.14a | 1.12±0.04a | 264.40±8.19e | 121.55±15.42a | 44.12±1.91abcdef | 16.32±0.80f |
PS82 | 444.92±8.17a | 6.13±0.65c | 0.91±0.03jkl | 315.46±11.76a | 128.54±16.63a | 50.42±2.92a | 64.94±0.34a |
PS73 | 441.02±6.86ab | 6.16±0.63bc | 0.91±0.03kl | 297.65±10.70abcd | 124.57±13.98a | 48.55±2.57abc | 66.04±0.35a |
PS64 | 437.12±5.62ab | 6.19±0.62bc | 0.90±0.03l | 279.85±10.15b | 120.61±11.39a | 46.67±2.21abcde | 67.13±0.39a |
PC82 | 446.32±6.50a | 6.50±0.71abc | 0.96±0.03efghijkl | 310.78±11.88ab | 138.11±16.48a | 46.30±3.00abcdef | 22.48±1.05b |
PC73 | 443.13±4.32a | 6.71±0.71abc | 0.98±0.04cdefghijkl | 290.64±10.43abcde | 138.94±13.80a | 42.37±2.69bcdef | 21.34±0.91bc |
PC64 | 439.93±2.14ab | 6.93±0.72abc | 1.00±0.05bcdefghijkl | 270.5±9.08de | 139.77±11.24a | 38.43±2.38f | 20.21±0.77bcd |
PST811 | 441.44±8.53ab | 6.64±0.54abc | 0.96±0.03defghijkl | 311.6±11.50a | 128.77±17.67a | 49.78±2.84ab | 21.61±0.99bc |
PST721 | 437.54±7.23ab | 6.67±0.51abc | 0.96±0.03efghijkl | 293.79±10.30abcde | 124.81±15.00a | 47.91±2.49abcd | 20.57±0.78bcd |
PST712 | 434.06±7.59ab | 7.18±0.40abc | 1.01±0.03bcdefghhi | 289.93±9.93abcde | 125.05±16.02a | 47.27±2.41abcde | 19.50±0.86cde |
PST631 | 433.64±5.97ab | 6.70±0.50abc | 0.96±0.03fghijkl | 275.98±9.61de | 120.85±12.37a | 46.03±2.14abcdef | 19.53±0.58cde |
PST622 | 430.16±6.33ab | 7.21±0.38abc | 1.01±0.03bcdefghij | 272.12±9.10de | 121.08±13.38a | 45.4±2.06abcdef | 18.46±0.65def |
PST613 | 426.68±6.69ab | 7.71±0.26abc | 1.06±0.04abcd | 268.26±8.63de | 121.32±14.39a | 44.76±1.98abcdef | 17.39±0.73ef |
PSC811 | 445.62±7.33a | 6.31±0.67bc | 0.94±0.03ghijkl | 313.12±11.57a | 133.33±16.50a | 48.36±2.96abcd | 22.58±0.98b |
PSC721 | 441.72±6.00ab | 6.34±0.64bc | 0.93±0.03hijkl | 295.31±10.04abcde | 129.36±13.78a | 46.49±2.61abcde | 21.54±0.77bc |
PSC712 | 442.42±5.15ab | 6.53±0.67abc | 0.95±0.03fghijkl | 292.98±9.95abcde | 134.15±13.72a | 44.43±2.65abcdef | 21.44±0.84bc |
PSC631 | 437.83±4.74ab | 6.37±0.62bc | 0.93±0.03ijkl | 277.51±8.96cde | 125.40±11.10a | 44.61±2.25abcdef | 20.50±0.57bcd |
PSC622 | 438.53±3.86ab | 6.56±0.64abc | 0.95±0.03fghijkl | 275.17±8.33de | 130.19±10.97a | 42.55±2.29abcdef | 20.40±0.64bcd |
PSC613 | 439.23±2.99ab | 6.74±0.68abc | 0.97±0.04cdefghijkl | 272.83±8.37de | 134.98±11.02a | 40.49±2.34def | 20.30±0.70bcd |
PCT811 | 442.14±7.69ab | 6.82±0.57abc | 0.99±0.02bcdefghijkl | 309.26±11.45ab | 133.56±17.56a | 47.73±2.89abcde | 21.51±1.06bc |
PCT721 | 438.95±5.52ab | 7.04±0.57abc | 1.01±0.02bcdefghij | 289.12±9.87abcde | 134.39±14.80a | 43.79±2.57abcdef | 20.37±0.92bcd |
PCT712 | 434.76±6.73ab | 7.36±0.43abc | 1.04±0.02abcdef | 287.59±9.60abcde | 129.83±15.89a | 45.21±2.46abcdef | 19.40±0.92cde |
PCT631 | 435.75±3.36ab | 7.25±0.58abc | 1.03±0.03abcdefgh | 268.97±8.36de | 135.21±12.12a | 39.86±2.26ef | 19.23±0.78cde |
PCT622 | 431.57±4.58ab | 7.58±0.43abc | 1.06±0.01abcde | 267.45±7.95de | 130.66±13.12a | 41.28±2.14cdef | 18.26±0.79def |
PCT613 | 427.39±5.82ab | 7.90±0.29ab | 1.09±0.02ab | 265.93±7.89e | 126.11±14.23a | 42.70±2.03abcdef | 17.29±0.79ef |
PSCT7111 | 438.24±6.37ab | 6.85±0.53abc | 0.98±0.02cdefghijkl | 291.45±9.79abcde | 129.6±14.83a | 45.85±2.53abcdef | 20.47±0.85bcd |
PSCT6211 | 434.35±5.10ab | 6.88±0.51abc | 0.98±0.02cdefghijkl | 273.65±8.56de | 125.63±12.13a | 43.97±2.18abcdef | 19.43±0.64cde |
PSCT6121 | 435.05±4.22ab | 7.07±0.53abc | 1.00±0.02bcdefghijk | 271.31±8.11de | 130.42±12.04a | 41.91±2.22bcdef | 19.33±0.71cde |
PSCT6112 | 430.87±5.46ab | 7.39±0.39abc | 1.03±0.02abcdefg | 269.79±8.20de | 125.87±13.17a | 43.34±2.10abcdef | 18.36±0.72def |
图2 不同处理凋落叶样品在4个分解期内观察到的OTU的稀疏曲线
Figure 2 Rarefaction curves of the OTUs of bacteria in four decomposition periods for different types of litter samples
分类水平 | 不同分解时间下细菌的16S rDNA序列 | |||
---|---|---|---|---|
75 d | 250 d | 442 d | 604 d | |
门 | 48 | 44 | 43 | 52 |
纲 | 60 | 57 | 53 | 60 |
目 | 151 | 131 | 130 | 137 |
科 | 299 | 269 | 268 | 277 |
属 | 866 | 709 | 714 | 721 |
表5 不同处理凋落叶样品中门、纲、目、科和属水平的分析结果
Table 5 Analytical results of the litter samples from different treatments at the phylum, class, order, family and genus levels
分类水平 | 不同分解时间下细菌的16S rDNA序列 | |||
---|---|---|---|---|
75 d | 250 d | 442 d | 604 d | |
门 | 48 | 44 | 43 | 52 |
纲 | 60 | 57 | 53 | 60 |
目 | 151 | 131 | 130 | 137 |
科 | 299 | 269 | 268 | 277 |
属 | 866 | 709 | 714 | 721 |
处理 | OTUs | Shannon指数 | Chao1指数 | ACE指数 |
---|---|---|---|---|
P | 2501±111abcde | 8.21±0.76abcd | 2571±17abcde | 2658±32ab |
S | 2638±891abcde | 8.29±1.13abcd | 2700±858abcde | 2802±896ab |
C | 2675±818abcde | 8.24±0.97abcd | 2670±758abcde | 2770±787ab |
T | 2714±881abcd | 8.58±0.91abc | 2722±806abcde | 2795±827ab |
PT82 | 2425±53de | 8.38±0.3abcd | 2580±111abcde | 2623±117ab |
PT73 | 2603±181abcde | 8.05±0.13bcd | 2662±151abcde | 2724±138ab |
PT64 | 2629±103abcde | 8.38±0.16abcd | 2609±155abcde | 2718±153ab |
PS82 | 2674±76abcde | 8.67±0.4abc | 2821±191abcd | 2886±181ab |
PS73 | 2650±109abcde | 8.64±0.18abc | 2671±78abcde | 2751±72ab |
PS64 | 2656±218abcde | 8.75±0.17ab | 2727±147abcde | 2798±168ab |
PC82 | 2551±115abcde | 8.08±0.43bcd | 2579±99abcde | 2704±68ab |
PC73 | 2522±118abcde | 8.24±0.16abcd | 2523±180abcde | 2622±161abc |
PC64 | 2369±128e | 8.06±0.32bcd | 2411±58de | 2510±73c |
PST811 | 2682±107abcde | 8.57±0.17abc | 2797±179abcde | 2883±149ab |
PST721 | 2722±327abcd | 8.67±0.49abc | 2801±315abcde | 2884±318ab |
PST712 | 2452±135bcde | 8.25±0.23abcd | 2547±76abcde | 2626±68ab |
PST631 | 2632±185abcde | 8.4±0.58abcd | 2725±135abcde | 2834±157ab |
PST622 | 2580±192abcde | 8.07±0.38bcd | 2599±169abcde | 2694±146ab |
PST613 | 2442±675cde | 8.19±0.96abcd | 2500±639bcde | 2588±657abc |
PSC811 | 2624±361abcde | 8.23±0.87abcd | 2678±349abcde | 2738±389ab |
PSC721 | 2500±144abcde | 8.01±0.35cd | 2401±48de | 2503±21c |
PSC712 | 2562±221abcde | 8.18±0.64abcd | 2705±173abcde | 2774±164ab |
PSC631 | 2745±391abc | 8.27±0.61abcd | 2743±320abcde | 2871±351ab |
PSC622 | 2693±117abcd | 8.37±0.33abcd | 2620±142abcde | 2714±150ab |
PSC613 | 2631±197abcde | 8.18±0.15abcd | 2539±96abcde | 2632±117ab |
PCT811 | 2516±294abcde | 8.3±0.59abcd | 2432±287cde | 2514±302bc |
PCT721 | 2762±197ab | 8.36±0.15abcd | 2872±264ab | 2953±259a |
PCT712 | 2780±150a | 8.33±0.17abcd | 2847±164abc | 2965±196a |
PCT631 | 2589±206abcde | 8.07±0.29bcd | 2763±300abcde | 2871±300ab |
PCT622 | 2752±326abc | 8.84±0.54a | 2865±332ab | 2942±331ab |
PCT613 | 2714±240abcd | 8.69±0.39abc | 2924±189a | 3016±212a |
PSCT7111 | 2698±244abcd | 8.67±0.53abc | 2779±228abcde | 2885±272ab |
PSCT6211 | 2423±217de | 7.74±0.93d | 2384±98e | 2485±96c |
PSCT6121 | 2614±169abcde | 8.36±0.24abcd | 2680±50abcde | 2798±74ab |
PSCT6112 | 2575±323abcde | 8.51±0.41abc | 2608±345abcde | 2709±340ab |
表6 不同混合类型落叶中细菌OTUs和α-多样性指数的重复测量方差分析和多重比较结果
Table 6 Results of repeated measures ANOVA and multiple comparisons of total bacteria and Alpha diversity index in the different mixed types of leaf litter
处理 | OTUs | Shannon指数 | Chao1指数 | ACE指数 |
---|---|---|---|---|
P | 2501±111abcde | 8.21±0.76abcd | 2571±17abcde | 2658±32ab |
S | 2638±891abcde | 8.29±1.13abcd | 2700±858abcde | 2802±896ab |
C | 2675±818abcde | 8.24±0.97abcd | 2670±758abcde | 2770±787ab |
T | 2714±881abcd | 8.58±0.91abc | 2722±806abcde | 2795±827ab |
PT82 | 2425±53de | 8.38±0.3abcd | 2580±111abcde | 2623±117ab |
PT73 | 2603±181abcde | 8.05±0.13bcd | 2662±151abcde | 2724±138ab |
PT64 | 2629±103abcde | 8.38±0.16abcd | 2609±155abcde | 2718±153ab |
PS82 | 2674±76abcde | 8.67±0.4abc | 2821±191abcd | 2886±181ab |
PS73 | 2650±109abcde | 8.64±0.18abc | 2671±78abcde | 2751±72ab |
PS64 | 2656±218abcde | 8.75±0.17ab | 2727±147abcde | 2798±168ab |
PC82 | 2551±115abcde | 8.08±0.43bcd | 2579±99abcde | 2704±68ab |
PC73 | 2522±118abcde | 8.24±0.16abcd | 2523±180abcde | 2622±161abc |
PC64 | 2369±128e | 8.06±0.32bcd | 2411±58de | 2510±73c |
PST811 | 2682±107abcde | 8.57±0.17abc | 2797±179abcde | 2883±149ab |
PST721 | 2722±327abcd | 8.67±0.49abc | 2801±315abcde | 2884±318ab |
PST712 | 2452±135bcde | 8.25±0.23abcd | 2547±76abcde | 2626±68ab |
PST631 | 2632±185abcde | 8.4±0.58abcd | 2725±135abcde | 2834±157ab |
PST622 | 2580±192abcde | 8.07±0.38bcd | 2599±169abcde | 2694±146ab |
PST613 | 2442±675cde | 8.19±0.96abcd | 2500±639bcde | 2588±657abc |
PSC811 | 2624±361abcde | 8.23±0.87abcd | 2678±349abcde | 2738±389ab |
PSC721 | 2500±144abcde | 8.01±0.35cd | 2401±48de | 2503±21c |
PSC712 | 2562±221abcde | 8.18±0.64abcd | 2705±173abcde | 2774±164ab |
PSC631 | 2745±391abc | 8.27±0.61abcd | 2743±320abcde | 2871±351ab |
PSC622 | 2693±117abcd | 8.37±0.33abcd | 2620±142abcde | 2714±150ab |
PSC613 | 2631±197abcde | 8.18±0.15abcd | 2539±96abcde | 2632±117ab |
PCT811 | 2516±294abcde | 8.3±0.59abcd | 2432±287cde | 2514±302bc |
PCT721 | 2762±197ab | 8.36±0.15abcd | 2872±264ab | 2953±259a |
PCT712 | 2780±150a | 8.33±0.17abcd | 2847±164abc | 2965±196a |
PCT631 | 2589±206abcde | 8.07±0.29bcd | 2763±300abcde | 2871±300ab |
PCT622 | 2752±326abc | 8.84±0.54a | 2865±332ab | 2942±331ab |
PCT613 | 2714±240abcd | 8.69±0.39abc | 2924±189a | 3016±212a |
PSCT7111 | 2698±244abcd | 8.67±0.53abc | 2779±228abcde | 2885±272ab |
PSCT6211 | 2423±217de | 7.74±0.93d | 2384±98e | 2485±96c |
PSCT6121 | 2614±169abcde | 8.36±0.24abcd | 2680±50abcde | 2798±74ab |
PSCT6112 | 2575±323abcde | 8.51±0.41abc | 2608±345abcde | 2709±340ab |
拉丁学名 | 不同分解时间细菌群落纲水平的相对丰度/% | |||
---|---|---|---|---|
75 d | 250 d | 442 d | 604 d | |
Alphaproteobacteria | 43.71 | 42.03 | 33.79 | 32.47 |
Gammaproteobacteria | 23.62 | 14.80 | 14.41 | 14.23 |
Bacteroidia | 10.06 | 11.22 | 3.11 | 3.24 |
unidentified_Actinobacteria | 9.66 | 12.67 | 17.35 | 18.00 |
Deltaproteobacteria | 3.81 | 7.28 | 4.30 | 4.29 |
Acidobacteriia | 2.46 | 1.52 | 2.42 | 2.28 |
unidentified_Cyanobacteria | 0.83 | 2.08 | 8.46 | 8.46 |
Others | 5.85 | 8.40 | 16.16 | 17.03 |
表7 不同分解时期凋落叶中细菌群落纲水平的相对丰度
Table 7 The relative abundance from Classeslevel from the litter samples from different decomposition stages
拉丁学名 | 不同分解时间细菌群落纲水平的相对丰度/% | |||
---|---|---|---|---|
75 d | 250 d | 442 d | 604 d | |
Alphaproteobacteria | 43.71 | 42.03 | 33.79 | 32.47 |
Gammaproteobacteria | 23.62 | 14.80 | 14.41 | 14.23 |
Bacteroidia | 10.06 | 11.22 | 3.11 | 3.24 |
unidentified_Actinobacteria | 9.66 | 12.67 | 17.35 | 18.00 |
Deltaproteobacteria | 3.81 | 7.28 | 4.30 | 4.29 |
Acidobacteriia | 2.46 | 1.52 | 2.42 | 2.28 |
unidentified_Cyanobacteria | 0.83 | 2.08 | 8.46 | 8.46 |
Others | 5.85 | 8.40 | 16.16 | 17.03 |
处理 | 变形菌门 | 放线菌门 | 鞘氨醇单胞菌属 | 未鉴定蓝细菌 | 未鉴定根瘤菌 | 慢生根瘤菌属 |
---|---|---|---|---|---|---|
P | 0.61±0.10abc | 0.20±0.07abc | 7.00±0.63abcd | 1.90±0.71c | 2.50±0.43ef | 5.10±0.29abcd |
S | 0.64±0.10abc | 0.15±0.09abc | 4.80±1.46defg | 1.00±0.54c | 5.20±1.08b | 2.00±0.25i |
C | 0.60±0.06abc | 0.17±0.03abc | 4.90±0.50defg | 3.90±3.59abc | 6.80±2.34a | 1.60±0.30i |
T | 0.58±0.07abc | 0.17±0.08abc | 4.60±0.84efg | 2.30±0.81c | 4.40±0.57bcd | 1.40±0.03i |
PT82 | 0.55±0.08bc | 0.23±0.06a | 5.30±0.90bcdefg | 6.50±3.38abc | 2.70±0.16ef | 5.00±0.31abcde |
PT73 | 0.53±0.07c | 0.20±0.05abc | 5.40±0.83bcdefg | 11.80±6.22a | 3.40±0.49cde | 4.70±0.47bcdefg |
PT64 | 0.55±0.08bc | 0.19±0.01abc | 5.20±0.71cdefg | 8.80±7.57abc | 2.70±0.47ef | 4.80±0.59abcdef |
PS82 | 0.60±0.08abc | 0.20±0.05abc | 7.60±1.08ab | 1.60±0.84c | 2.30±0.10ef | 6.00±0.70ab |
PS73 | 0.55±0.11bc | 0.21±0.08abc | 6.10±0.26abcdef | 3.90±2.36abc | 2.90±0.19ef | 5.80±0.35ab |
PS64 | 0.58±0.08abc | 0.20±0.06abc | 7.300±1.56abc | 2.10±0.82c | 2.40±0.10ef | 6.00±0.91ab |
PC82 | 0.56±0.15bc | 0.20±0.07abc | 4.30±0.47fg | 9.80±6.60abc | 3.40±0.13de | 5.30±1.07abc |
PC73 | 0.56±0.15abc | 0.21±0.08abc | 5.40±0.39bcdefg | 6.80±3.76abc | 4.30±0.15bcd | 5.90±0.20ab |
PC64 | 0.54±0.15bc | 0.22±0.07ab | 4.60±0.54efg | 9.50±9.10abc | 4.60±0.94bc | 4.20±0.77cdefgh |
PST811 | 0.62±0.08abc | 0.17±0.04abc | 6.70±0.49abcde | 4.10±3.76abc | 2.90±0.27ef | 5.30±0.25abc |
PST721 | 0.62±0.07abc | 0.20±0.07abc | 6.60±0.43abcdef | 1.40±0.47c | 2.30±0.10ef | 6.00±0.46ab |
PST712 | 0.58±0.09abc | 0.19±0.06abc | 7.00±1.25abcde | 6.50±3.54abc | 2.60±0.38ef | 5.60±0.27ab |
PST631 | 0.61±0.05abc | 0.19±0.08abc | 5.40±0.31bcdefg | 2.70±1.06bc | 2.60±0.12ef | 6.20±0.87a |
PST622 | 0.58±0.13abc | 0.20±0.09abc | 4.90±0.47defg | 8.30±1.04abc | 3.20±0.18de | 5.60±0.32ab |
PST613 | 0.61±0.09abc | 0.21±0.07abc | 5.20±0.4cdefg | 3.70±2.72abc | 3.20±0.66de | 4.20±0.47cdefgh |
PSC811 | 0.65±0.06ab | 0.17±0.06abc | 6.10±0.56abcdef | 1.70±1.18c | 2.30±0.24ef | 5.90±0.29ab |
PSC721 | 0.60±0.11abc | 0.21±0.10abc | 7.30±0.38abc | 5.90±5.70abc | 3.20±0.22de | 6.00±0.61ab |
PSC712 | 0.62±0.12abc | 0.19±0.09abc | 7.30±1.33abc | 3.50±3.08abc | 2.60±0.09ef | 5.40±0.44abc |
PSC631 | 0.61±0.08abc | 0.20±0.06abc | 7.40±0.41abc | 4.40±3.35abc | 1.70±0.22f | 5.60±0.59ab |
PSC622 | 0.65±0.06ab | 0.18±0.07abc | 7.30±1.03abc | 3.00±1.83abc | 2.90±0.30ef | 5.80±0.29ab |
PSC613 | 0.60±0.10abc | 0.19±0.08abc | 6.60±0.15abcdef | 6.70±3.48abc | 2.80±0.06ef | 5.60±0.65ab |
PCT811 | 0.64±0.08abc | 0.17±0.06abc | 7.90±0.15a | 4.60±2.88abc | 3.10±0.30def | 4.0±0.51defgh |
PCT721 | 0.59±0.10abc | 0.19±0.07abc | 6.00±0.58abcdef | 7.80±1.79abc | 3.40±0.19de | 3.9±0.14defgh |
PCT712 | 0.59±0.12abc | 0.18±0.08abc | 6.40±1.99abcde | 6.90±4.33abc | 2.90±0.23ef | 4.10±0.12cdefgh |
PCT631 | 0.53±0.10c | 0.19±0.03abc | 5.50±0.28bcdefg | 11.20±3.79bc | 3.60±0.74cde | 3.40±0.2gh |
PCT622 | 0.60±0.07abc | 0.17±0.05abc | 5.80±0.66bcdefg | 1.80±0.72c | 3.20±0.09de | 3.70±0.24defgh |
PCT613 | 0.68±0.06a | 0.13±0.06c | 6.00±1.59abcdef | 2.00±2.00c | 2.70±0.14ef | 3.60±0.49efgh |
PSCT7111 | 0.65±0.08ab | 0.14±0.06bc | 4.30±1.0fg | 1.10±0.52c | 2.50±0.35ef | 3.50±0.51fgh |
PSCT6211 | 0.61±0.13abc | 0.18±0.07abc | 3.70±0.35g | 7.30±0.29abc | 2.50±0.34ef | 4.80±1.58abcdefg |
PSCT6121 | 0.61±0.06abc | 0.18±0.05abc | 5.30±0.79cdefg | 5.60±3.47abc | 2.90±0.36ef | 4.20±0.17cdefgh |
PSCT6112 | 0.63±0.04abc | 0.15±0.05abc | 6.50±2.41abcdef | 3.30±3.69abc | 3.20±0.61de | 3.20±1.05h |
表8 不同处理样品中门和属水平优势细菌类群相对多度的重复测量方差分析和多重比较结果
Table 8 Relative abundance of phylum and genus dominant bacterial groups in different treatments by repeated measures ANOVA and multiple comparison results
处理 | 变形菌门 | 放线菌门 | 鞘氨醇单胞菌属 | 未鉴定蓝细菌 | 未鉴定根瘤菌 | 慢生根瘤菌属 |
---|---|---|---|---|---|---|
P | 0.61±0.10abc | 0.20±0.07abc | 7.00±0.63abcd | 1.90±0.71c | 2.50±0.43ef | 5.10±0.29abcd |
S | 0.64±0.10abc | 0.15±0.09abc | 4.80±1.46defg | 1.00±0.54c | 5.20±1.08b | 2.00±0.25i |
C | 0.60±0.06abc | 0.17±0.03abc | 4.90±0.50defg | 3.90±3.59abc | 6.80±2.34a | 1.60±0.30i |
T | 0.58±0.07abc | 0.17±0.08abc | 4.60±0.84efg | 2.30±0.81c | 4.40±0.57bcd | 1.40±0.03i |
PT82 | 0.55±0.08bc | 0.23±0.06a | 5.30±0.90bcdefg | 6.50±3.38abc | 2.70±0.16ef | 5.00±0.31abcde |
PT73 | 0.53±0.07c | 0.20±0.05abc | 5.40±0.83bcdefg | 11.80±6.22a | 3.40±0.49cde | 4.70±0.47bcdefg |
PT64 | 0.55±0.08bc | 0.19±0.01abc | 5.20±0.71cdefg | 8.80±7.57abc | 2.70±0.47ef | 4.80±0.59abcdef |
PS82 | 0.60±0.08abc | 0.20±0.05abc | 7.60±1.08ab | 1.60±0.84c | 2.30±0.10ef | 6.00±0.70ab |
PS73 | 0.55±0.11bc | 0.21±0.08abc | 6.10±0.26abcdef | 3.90±2.36abc | 2.90±0.19ef | 5.80±0.35ab |
PS64 | 0.58±0.08abc | 0.20±0.06abc | 7.300±1.56abc | 2.10±0.82c | 2.40±0.10ef | 6.00±0.91ab |
PC82 | 0.56±0.15bc | 0.20±0.07abc | 4.30±0.47fg | 9.80±6.60abc | 3.40±0.13de | 5.30±1.07abc |
PC73 | 0.56±0.15abc | 0.21±0.08abc | 5.40±0.39bcdefg | 6.80±3.76abc | 4.30±0.15bcd | 5.90±0.20ab |
PC64 | 0.54±0.15bc | 0.22±0.07ab | 4.60±0.54efg | 9.50±9.10abc | 4.60±0.94bc | 4.20±0.77cdefgh |
PST811 | 0.62±0.08abc | 0.17±0.04abc | 6.70±0.49abcde | 4.10±3.76abc | 2.90±0.27ef | 5.30±0.25abc |
PST721 | 0.62±0.07abc | 0.20±0.07abc | 6.60±0.43abcdef | 1.40±0.47c | 2.30±0.10ef | 6.00±0.46ab |
PST712 | 0.58±0.09abc | 0.19±0.06abc | 7.00±1.25abcde | 6.50±3.54abc | 2.60±0.38ef | 5.60±0.27ab |
PST631 | 0.61±0.05abc | 0.19±0.08abc | 5.40±0.31bcdefg | 2.70±1.06bc | 2.60±0.12ef | 6.20±0.87a |
PST622 | 0.58±0.13abc | 0.20±0.09abc | 4.90±0.47defg | 8.30±1.04abc | 3.20±0.18de | 5.60±0.32ab |
PST613 | 0.61±0.09abc | 0.21±0.07abc | 5.20±0.4cdefg | 3.70±2.72abc | 3.20±0.66de | 4.20±0.47cdefgh |
PSC811 | 0.65±0.06ab | 0.17±0.06abc | 6.10±0.56abcdef | 1.70±1.18c | 2.30±0.24ef | 5.90±0.29ab |
PSC721 | 0.60±0.11abc | 0.21±0.10abc | 7.30±0.38abc | 5.90±5.70abc | 3.20±0.22de | 6.00±0.61ab |
PSC712 | 0.62±0.12abc | 0.19±0.09abc | 7.30±1.33abc | 3.50±3.08abc | 2.60±0.09ef | 5.40±0.44abc |
PSC631 | 0.61±0.08abc | 0.20±0.06abc | 7.40±0.41abc | 4.40±3.35abc | 1.70±0.22f | 5.60±0.59ab |
PSC622 | 0.65±0.06ab | 0.18±0.07abc | 7.30±1.03abc | 3.00±1.83abc | 2.90±0.30ef | 5.80±0.29ab |
PSC613 | 0.60±0.10abc | 0.19±0.08abc | 6.60±0.15abcdef | 6.70±3.48abc | 2.80±0.06ef | 5.60±0.65ab |
PCT811 | 0.64±0.08abc | 0.17±0.06abc | 7.90±0.15a | 4.60±2.88abc | 3.10±0.30def | 4.0±0.51defgh |
PCT721 | 0.59±0.10abc | 0.19±0.07abc | 6.00±0.58abcdef | 7.80±1.79abc | 3.40±0.19de | 3.9±0.14defgh |
PCT712 | 0.59±0.12abc | 0.18±0.08abc | 6.40±1.99abcde | 6.90±4.33abc | 2.90±0.23ef | 4.10±0.12cdefgh |
PCT631 | 0.53±0.10c | 0.19±0.03abc | 5.50±0.28bcdefg | 11.20±3.79bc | 3.60±0.74cde | 3.40±0.2gh |
PCT622 | 0.60±0.07abc | 0.17±0.05abc | 5.80±0.66bcdefg | 1.80±0.72c | 3.20±0.09de | 3.70±0.24defgh |
PCT613 | 0.68±0.06a | 0.13±0.06c | 6.00±1.59abcdef | 2.00±2.00c | 2.70±0.14ef | 3.60±0.49efgh |
PSCT7111 | 0.65±0.08ab | 0.14±0.06bc | 4.30±1.0fg | 1.10±0.52c | 2.50±0.35ef | 3.50±0.51fgh |
PSCT6211 | 0.61±0.13abc | 0.18±0.07abc | 3.70±0.35g | 7.30±0.29abc | 2.50±0.34ef | 4.80±1.58abcdefg |
PSCT6121 | 0.61±0.06abc | 0.18±0.05abc | 5.30±0.79cdefg | 5.60±3.47abc | 2.90±0.36ef | 4.20±0.17cdefgh |
PSCT6112 | 0.63±0.04abc | 0.15±0.05abc | 6.50±2.41abcdef | 3.30±3.69abc | 3.20±0.61de | 3.20±1.05h |
图5 不同混合凋落叶细菌α多样性、优势菌群和初始凋落叶初始质量的冗余分析(RDA) TP表示总酚;WC表示凋落叶含水量
Figure 5 Redundancy analysis (RDA) of bacterial Alpha diversity, dominant bacteria group and initial litter properties for the different mixed litter
图6 混合凋落叶中细菌多样性的加性和非加性效应 平均值±标准差,n=3。图中显示多样性指数或丰富度指数的观测值和期望值之差,其中正值表示观测值>期望值,反之则表示观测值<期望值;**和*表示观察值和期望值之间具有统计学显著性水平P<0.01和P<0.05。数值表示在总共31个混合处理中,出现非加性效应的处理所占的比例(协同效应位于X轴上方,拮抗效应位于X轴下方)。下同
Figure 6 Additive and non-additive effects of bacterial diversity in mixed litter
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