浙江农业学报 ›› 2026, Vol. 38 ›› Issue (5): 979-990.DOI: 10.3969/j.issn.1004-1524.20250263
收稿日期:2025-04-03
出版日期:2026-05-25
发布日期:2026-06-02
作者简介:毛晓梅,从事农业技术研究与推广工作。E-mail:65739068@qq.com
通讯作者:
*杨健,E-mail:438826869k@qq.com
基金资助:
MAO Xiaomei1(
), JU Xinghui1, ZHU Lijing2, YANG Jian1,*(
)
Received:2025-04-03
Published:2026-05-25
Online:2026-06-02
摘要:
土壤微生物群落变化是影响连作障碍的主要因素之一。本研究以长兴县设施番茄种植区为研究对象,采用Illumina MiSeq技术,探究水稻-番茄轮作(D处理)、番茄连作+微生物菌剂处理(M处理)、番茄连作(N处理)等不同种植方式对根际土壤微生物群落的影响。结果表明,与N处理相比,D处理和M处理可改变根际土壤微生物群落结构,但对微生物的丰富度和多样性均未产生显著影响。D、M和N处理的番茄根际土壤微生物群落结构相似,但在门和属水平上的相对丰度存在显著差异。门水平的相对丰度差异主要出现在D处理与M处理、D处理与N处理之间,而M处理与N处理在细菌群落组成与丰度上较为相似;属水平的相对丰度差异主要出现在D处理与M处理之间,部分出现在D处理与N处理之间。D处理与M处理均能显著降低土壤有机质、全氮和有效磷含量;D处理可降低交换性钙含量并提高交换性镁含量,而M处理则使交换性钙和交换性镁含量均显著降低。土壤养分对细菌群落结构的影响大于对真菌群落的影响。综上,水稻-番茄轮作是影响番茄根际土壤微生物群落结构的主要因素,而微生物菌剂处理对真菌群落结构有一定影响,上述措施有助于缓解番茄种植土壤的盐渍化与连作障碍问题。
中图分类号:
毛晓梅, 居星辉, 朱丽晶, 杨健. 轮作与菌剂施用对设施番茄根际土壤微生物群落的影响[J]. 浙江农业学报, 2026, 38(5): 979-990.
MAO Xiaomei, JU Xinghui, ZHU Lijing, YANG Jian. Effects of crop rotation and microbial agent application on the rhizosphere soil microbial community of protected tomato[J]. Acta Agriculturae Zhejiangensis, 2026, 38(5): 979-990.
| 样本 Sample | 序列数 Sequence number | 平均长度/bp Average length/bp | 最小长度/bp Minimum length/bp | 最大长度/bp Maximum length/bp | ||||
|---|---|---|---|---|---|---|---|---|
| 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | |
| D | 72 535±9 034 | 65 014±7 045 | 413 | 250 | 259 | 133 | 458 | 490 |
| M | 78 392±3 510 | 74 703±5 058 | 416 | 248 | 229 | 117 | 493 | 496 |
| N | 76 315±2 328 | 80 091±4 870 | 416 | 246 | 228 | 141 | 470 | 522 |
表1 测序质控后有效序列统计信息
Table 1 Statistics of valid sequence data after quality control
| 样本 Sample | 序列数 Sequence number | 平均长度/bp Average length/bp | 最小长度/bp Minimum length/bp | 最大长度/bp Maximum length/bp | ||||
|---|---|---|---|---|---|---|---|---|
| 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | 细菌Bacteria | 真菌Fungi | |
| D | 72 535±9 034 | 65 014±7 045 | 413 | 250 | 259 | 133 | 458 | 490 |
| M | 78 392±3 510 | 74 703±5 058 | 416 | 248 | 229 | 117 | 493 | 496 |
| N | 76 315±2 328 | 80 091±4 870 | 416 | 246 | 228 | 141 | 470 | 522 |
图1 根际土壤细菌与真菌群落组成的韦恩图 D,水稻-番茄轮作处理;M,番茄连作+微生物菌剂处理;N,番茄连作处理。下同。
Fig.1 Venn diagram of the bacterial and fungal community composition in the rhizosphere soil D, Rice-tomato rotation treatment; M, Tomato continuous cropping with microbial agent treatment; N, Tomato continuous cropping treatment. The same as below.
图2 根际土壤微生物群落的α多样性 A,细菌群落Chao1指数;B,细菌群落Shannon指数;C,真菌群落Chao1指数;D,真菌群落Shannon指数。
Fig.2 Alpha diversity of rhizosphere soil microbial communities A, Chao1 index of the bacterial communities; B, Shannon index of the bacterial communities; C, Chao1 index of the fungal communities; D, Shannon index of the fungal communities.
图4 根际土壤细菌(A)、真菌(B)群落线性判别分析(LDA)值分布图
Fig.4 Linear discriminant analysis (LDA) score distribution of rhizosphere soil bacterial (A) and fungal (B) communities
| 分类 Taxonomy | 门 Phylum | 相对丰度Relative abundance | ||
|---|---|---|---|---|
| D | M | N | ||
| 细菌Bacteria | 放线菌门Actinobacteriota | 33.420±5.496 a | 16.600±2.028 b | 21.380±4.258 b |
| 变形菌门Proteobacteria | 20.570±0.908 a | 23.630±2.958 a | 25.550±3.005 a | |
| 绿弯菌门Chloroflexi | 20.090±1.929 a | 17.900±0.812 ab | 15.350±2.469 b | |
| 厚壁菌门Firmicutes | 7.929±1.372 b | 17.540±3.100 a | 14.840±3.331 a | |
| 酸杆菌门Acidobacteriota | 5.917±0.876 b | 9.845±1.323 a | 7.439±1.345 ab | |
| 芽单胞菌门Gemmatimonadota | 4.195±0.224 b | 5.762±0.591 ab | 6.434±0.964 a | |
| 髌骨菌门Patescibacteria | 0.366±0.091 b | 1.062±0.054 a | 1.020±0.131 a | |
| 盐厌氧菌门Halanaerobiaeota | 0.252±0.085 a | 0.508±0.242 a | 0.146±0.007 a | |
| 脱铁杆菌门Deferrisomatota | 0.021±0.008 a | 0 b | 0 b | |
| 河床菌门Zixibacteria | 0.011±0.001 a | 0.001 a | 0 a | |
| Methylomirabilota | 0.090±0.034 a | 0.012±0.021 b | 0.023±0.024 ab | |
| 真菌Fungi | 子囊菌门Ascomycota | 88.470±0.801 a | 74.110±18.300 a | 85.820±2.091 a |
| 被孢霉门Mortierellomycota | 3.554±0.762 a | 19.45±14.890 a | 9.470±1.529 a | |
| 担子菌门Basidiomycota | 3.727±0.139 a | 3.727±3.253 a | 1.631±0.360 a | |
| 罗兹菌门Rozellomycota | 0.068±0.019 a | 0.007±0.012 b | 0.014±0.024 b | |
| 壶菌门Chytridiomycota | 0.062±0.024 a | 0.006±0.008 b | 0.012±0.007 b | |
表2 根际土壤微生物群落在门水平上的相对丰度 单位:%
Table 2 Relative abundance of rhizosphere soil microbial communities at the phylum level Unit:%
| 分类 Taxonomy | 门 Phylum | 相对丰度Relative abundance | ||
|---|---|---|---|---|
| D | M | N | ||
| 细菌Bacteria | 放线菌门Actinobacteriota | 33.420±5.496 a | 16.600±2.028 b | 21.380±4.258 b |
| 变形菌门Proteobacteria | 20.570±0.908 a | 23.630±2.958 a | 25.550±3.005 a | |
| 绿弯菌门Chloroflexi | 20.090±1.929 a | 17.900±0.812 ab | 15.350±2.469 b | |
| 厚壁菌门Firmicutes | 7.929±1.372 b | 17.540±3.100 a | 14.840±3.331 a | |
| 酸杆菌门Acidobacteriota | 5.917±0.876 b | 9.845±1.323 a | 7.439±1.345 ab | |
| 芽单胞菌门Gemmatimonadota | 4.195±0.224 b | 5.762±0.591 ab | 6.434±0.964 a | |
| 髌骨菌门Patescibacteria | 0.366±0.091 b | 1.062±0.054 a | 1.020±0.131 a | |
| 盐厌氧菌门Halanaerobiaeota | 0.252±0.085 a | 0.508±0.242 a | 0.146±0.007 a | |
| 脱铁杆菌门Deferrisomatota | 0.021±0.008 a | 0 b | 0 b | |
| 河床菌门Zixibacteria | 0.011±0.001 a | 0.001 a | 0 a | |
| Methylomirabilota | 0.090±0.034 a | 0.012±0.021 b | 0.023±0.024 ab | |
| 真菌Fungi | 子囊菌门Ascomycota | 88.470±0.801 a | 74.110±18.300 a | 85.820±2.091 a |
| 被孢霉门Mortierellomycota | 3.554±0.762 a | 19.45±14.890 a | 9.470±1.529 a | |
| 担子菌门Basidiomycota | 3.727±0.139 a | 3.727±3.253 a | 1.631±0.360 a | |
| 罗兹菌门Rozellomycota | 0.068±0.019 a | 0.007±0.012 b | 0.014±0.024 b | |
| 壶菌门Chytridiomycota | 0.062±0.024 a | 0.006±0.008 b | 0.012±0.007 b | |
| 分类 Taxonomy | 属 Genera | 相对丰度Relative abundance | ||||||
|---|---|---|---|---|---|---|---|---|
| D | M | N | ||||||
| 细菌Bacteria | 芽孢杆菌属Bacillus | 3.165±0.356 b | 8.249±0.953 a | 7.299±1.977 a | ||||
| 链霉菌属Streptomyces | 5.559±0.454 a | 2.388±0.472 b | 2.466±0.392 b | |||||
| 东氏菌属Dongia | 1.381±0.161 b | 2.192±0.742 ab | 2.709±0.100 a | |||||
| 鞘氨醇单胞菌属Sphingomonas | 1.206±0.098 a | 2.305±0.561 a | 2.526±1.209 a | |||||
| 诺卡氏菌属Nocardioides | 1.361±0.451 a | 0.951±0.363 a | 1.691±0.252 a | |||||
| Iamia | 2.584±1.119 a | 0.392±0.070 b | 0.530±0.216 b | |||||
| Actinophytocola | 1.536±0.211 a | 0.280±0.078 b | 0.490±0.231 b | |||||
| 分枝杆菌属Mycobacterium | 1.285±0.238 a | 0.428±0.131 b | 0.575±0.190 b | |||||
| 德沃斯氏菌属Devosia | 0.963±0.045 a | 0.520±0.151 b | 0.610±0.167 b | |||||
| 海洋芽孢杆菌属Oceanobacillus | 0.376±0.068 b | 0.827±0.289 a | 0.595±0.012 ab | |||||
| 气氨微菌属Aeromicrobium | 0.878±0.144 a | 0.394±0.163 b | 0.409±0.088 b | |||||
| 类芽孢杆菌属Paenibacillus | 0.131±0.080 b | 0.894±0.276 a | 0.608±0.169 ab | |||||
| 嗜热碱性菌属Anoxybacillus | 0.370±0.035 b | 0.620±0.097 a | 0.481±0.130 ab | |||||
| Kribbella | 0.735±0.153 a | 0.182±0.043 b | 0.321±0.172 b | |||||
| Lysobacter | 0.495±0.010 a | 0.236±0.136 b | 0.331±0.097 ab | |||||
| 野村菌属Nonomuraea | 0.717±0.096 a | 0.145±0.069 b | 0.125±0.012 b | |||||
| 藤黄单胞菌属Luteimonas | 0.495±0.077 a | 0.224±0.106 b | 0.255±0.104 ab | |||||
| 诺卡氏菌属Nocardia | 0.584±0.143 a | 0.165±0.096 b | 0.141±0.028 b | |||||
| Candidatus_Solibacter | 0.433±0.102 a | 0.210±0.069 b | 0.245±0.058 ab | |||||
| Pseudolabrys | 0.447±0.058 a | 0.256±0.131 ab | 0.178±0.035 b | |||||
| Nitrospira | 0.238±0.043 b | 0.254±0.034 ab | 0.342±0.038 a | |||||
| 中慢生根瘤菌属Mesorhizobium | 0.413±0.030 a | 0.260±0.096 ab | 0.138±0.051 b | |||||
| 真菌Fungi | 曲霉属Aspergillus | 20.44±4.012 a | 12.110±11.820 a | 31.25±6.714 a | ||||
| 被孢霉属Mortierella | 3.411±0.738 a | 19.180±14.720 a | 9.332±1.488 a | |||||
| 毛葡孢属Botryotrichum | 16.15±6.427 a | 5.210±1.755 a | 10.45±7.969 a | |||||
| 金孢属Chrysosporium | 0.911±0.455 a | 24.270±41.90 a | 0.307±0.044 a | |||||
| 无茎真菌属Acaulium | 8.716±1.238 a | 0.191±0.070 b | 0.312±0.162 b | |||||
| Fungi_gen_Incertae_sedis | 2.427±0.267 a | 0.561±0.428 b | 0.908±0.514 b | |||||
| 头梗霉属Cephaliophora | 2.537±1.031 a | 0.008±0.014 b | 0 b | |||||
| 绿核菌属Ustilaginoidea | 2.127±0.377 a | 0.064±0.087 b | 0.166±0.135 b | |||||
| Chaetomium | 1.294±0.482 a | 0.425±0.242 ab | 0.353±0.350 b | |||||
| 枝孢属Cladosporium | 0.633±0.102 a | 0.199±0.098 b | 0.338±0.066 b | |||||
| Sarocladium | 0.713±0.172 a | 0 b | 0 b | |||||
| 节担菌属Wallemia | 0.004±0.007 b | 0.092±0.067 ab | 0.226±0.068 a | |||||
| 韦斯特壳属Westerdykella | 0.276±0.054 a | 0.002±0.004 b | 0.007±0.006 b | |||||
| 球腔菌属Phaeosphaeria | 0.167±0.054 a | 0 b | 0 b | |||||
| 假单胞菌属Pseudogymnoascus | 0.097±0.035 a | 0 b | 0 b | |||||
表3 根际土壤微生物群落在属水平上的相对丰度 单位:%
Table 3 Relative abundance of rhizosphere soil microbial communities at the genus level Unit:%
| 分类 Taxonomy | 属 Genera | 相对丰度Relative abundance | ||||||
|---|---|---|---|---|---|---|---|---|
| D | M | N | ||||||
| 细菌Bacteria | 芽孢杆菌属Bacillus | 3.165±0.356 b | 8.249±0.953 a | 7.299±1.977 a | ||||
| 链霉菌属Streptomyces | 5.559±0.454 a | 2.388±0.472 b | 2.466±0.392 b | |||||
| 东氏菌属Dongia | 1.381±0.161 b | 2.192±0.742 ab | 2.709±0.100 a | |||||
| 鞘氨醇单胞菌属Sphingomonas | 1.206±0.098 a | 2.305±0.561 a | 2.526±1.209 a | |||||
| 诺卡氏菌属Nocardioides | 1.361±0.451 a | 0.951±0.363 a | 1.691±0.252 a | |||||
| Iamia | 2.584±1.119 a | 0.392±0.070 b | 0.530±0.216 b | |||||
| Actinophytocola | 1.536±0.211 a | 0.280±0.078 b | 0.490±0.231 b | |||||
| 分枝杆菌属Mycobacterium | 1.285±0.238 a | 0.428±0.131 b | 0.575±0.190 b | |||||
| 德沃斯氏菌属Devosia | 0.963±0.045 a | 0.520±0.151 b | 0.610±0.167 b | |||||
| 海洋芽孢杆菌属Oceanobacillus | 0.376±0.068 b | 0.827±0.289 a | 0.595±0.012 ab | |||||
| 气氨微菌属Aeromicrobium | 0.878±0.144 a | 0.394±0.163 b | 0.409±0.088 b | |||||
| 类芽孢杆菌属Paenibacillus | 0.131±0.080 b | 0.894±0.276 a | 0.608±0.169 ab | |||||
| 嗜热碱性菌属Anoxybacillus | 0.370±0.035 b | 0.620±0.097 a | 0.481±0.130 ab | |||||
| Kribbella | 0.735±0.153 a | 0.182±0.043 b | 0.321±0.172 b | |||||
| Lysobacter | 0.495±0.010 a | 0.236±0.136 b | 0.331±0.097 ab | |||||
| 野村菌属Nonomuraea | 0.717±0.096 a | 0.145±0.069 b | 0.125±0.012 b | |||||
| 藤黄单胞菌属Luteimonas | 0.495±0.077 a | 0.224±0.106 b | 0.255±0.104 ab | |||||
| 诺卡氏菌属Nocardia | 0.584±0.143 a | 0.165±0.096 b | 0.141±0.028 b | |||||
| Candidatus_Solibacter | 0.433±0.102 a | 0.210±0.069 b | 0.245±0.058 ab | |||||
| Pseudolabrys | 0.447±0.058 a | 0.256±0.131 ab | 0.178±0.035 b | |||||
| Nitrospira | 0.238±0.043 b | 0.254±0.034 ab | 0.342±0.038 a | |||||
| 中慢生根瘤菌属Mesorhizobium | 0.413±0.030 a | 0.260±0.096 ab | 0.138±0.051 b | |||||
| 真菌Fungi | 曲霉属Aspergillus | 20.44±4.012 a | 12.110±11.820 a | 31.25±6.714 a | ||||
| 被孢霉属Mortierella | 3.411±0.738 a | 19.180±14.720 a | 9.332±1.488 a | |||||
| 毛葡孢属Botryotrichum | 16.15±6.427 a | 5.210±1.755 a | 10.45±7.969 a | |||||
| 金孢属Chrysosporium | 0.911±0.455 a | 24.270±41.90 a | 0.307±0.044 a | |||||
| 无茎真菌属Acaulium | 8.716±1.238 a | 0.191±0.070 b | 0.312±0.162 b | |||||
| Fungi_gen_Incertae_sedis | 2.427±0.267 a | 0.561±0.428 b | 0.908±0.514 b | |||||
| 头梗霉属Cephaliophora | 2.537±1.031 a | 0.008±0.014 b | 0 b | |||||
| 绿核菌属Ustilaginoidea | 2.127±0.377 a | 0.064±0.087 b | 0.166±0.135 b | |||||
| Chaetomium | 1.294±0.482 a | 0.425±0.242 ab | 0.353±0.350 b | |||||
| 枝孢属Cladosporium | 0.633±0.102 a | 0.199±0.098 b | 0.338±0.066 b | |||||
| Sarocladium | 0.713±0.172 a | 0 b | 0 b | |||||
| 节担菌属Wallemia | 0.004±0.007 b | 0.092±0.067 ab | 0.226±0.068 a | |||||
| 韦斯特壳属Westerdykella | 0.276±0.054 a | 0.002±0.004 b | 0.007±0.006 b | |||||
| 球腔菌属Phaeosphaeria | 0.167±0.054 a | 0 b | 0 b | |||||
| 假单胞菌属Pseudogymnoascus | 0.097±0.035 a | 0 b | 0 b | |||||
| 处理 Treatment | OM/ (g·kg-1) | pH值 pH value | TN/ (g·kg-1) | AP/ (mg·kg-1) | AK/ (mg·kg-1) | EX-Ca/ (cmol·kg-1) | EX-Mg/ (cmol·kg-1) | TDS/ (g·kg-1) | CEC/ (cmol·kg-1) |
|---|---|---|---|---|---|---|---|---|---|
| D | 39.53± 0.32 c | 6.73± 0.01 b | 2.45± 0.01 c | 56.30± 0.40 c | 235.00± 0.15 a | 20.20± 0.27 c | 2.96± 0.04 a | 1.89± 0.09 a | 19.23± 0.32 a |
| M | 41.00± 0.27 b | 6.94± 0.02 a | 2.50± 0.40 b | 63.63± 0.40 b | 229.00± 0.06 a | 22.30± 0.66 b | 2.54± 0.04 c | 1.07± 0.05 b | 18.43± 0.29 b |
| N | 42.90± 0.17 a | 6.93± 0.01 a | 2.56± 0.01 a | 73.70± 0.79 a | 204.00± 0.06 a | 24.60± 1.15 a | 2.86± 0.02 b | 1.97± 0.03 a | 19.40± 0.27 a |
表4 根际土壤基本理化性状
Table 4 Physicochemical properties of the rhizosphere soil
| 处理 Treatment | OM/ (g·kg-1) | pH值 pH value | TN/ (g·kg-1) | AP/ (mg·kg-1) | AK/ (mg·kg-1) | EX-Ca/ (cmol·kg-1) | EX-Mg/ (cmol·kg-1) | TDS/ (g·kg-1) | CEC/ (cmol·kg-1) |
|---|---|---|---|---|---|---|---|---|---|
| D | 39.53± 0.32 c | 6.73± 0.01 b | 2.45± 0.01 c | 56.30± 0.40 c | 235.00± 0.15 a | 20.20± 0.27 c | 2.96± 0.04 a | 1.89± 0.09 a | 19.23± 0.32 a |
| M | 41.00± 0.27 b | 6.94± 0.02 a | 2.50± 0.40 b | 63.63± 0.40 b | 229.00± 0.06 a | 22.30± 0.66 b | 2.54± 0.04 c | 1.07± 0.05 b | 18.43± 0.29 b |
| N | 42.90± 0.17 a | 6.93± 0.01 a | 2.56± 0.01 a | 73.70± 0.79 a | 204.00± 0.06 a | 24.60± 1.15 a | 2.86± 0.02 b | 1.97± 0.03 a | 19.40± 0.27 a |
图5 土壤微生物群落与土壤养分含量的相关性 OM,有机质含量;TN,全氮含量;AP,有效磷含量;AK,速效钾含量;TDS,水溶性盐总量;CEC,阳离子交换量。*表示0.01<p≤0.05;**表示0.001<p≤0.01;***表示p≤0.001。红色表示正相关,蓝色表示负相关。
Fig.5 Correlation between soil microbial communities and soil nutrient contents OM, Organic matter content; TN, Total nitrogen content; AP, Available phosphorus content; AK, Available potassium content; TDS, Total dissolved solids content; CEC, Cation exchange capacity. * indicates 0.01<p≤0.05; ** indicates 0.001<p≤0.01, and *** indicates p≤0.001. Red indicates a positive correlation, and blue indicates a negative correlation.
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