Ecology and Environment ›› 2022, Vol. 31 ›› Issue (5): 909-917.DOI: 10.16258/j.cnki.1674-5906.2022.05.006
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ZHU Yihao1(), LI Qingmei2, LIU Xiaoli3, LI Na2, SONG Fengling4, CHEN Weifeng1,*(
)
Received:
2022-02-18
Online:
2022-05-18
Published:
2022-07-12
Contact:
CHEN Weifeng
朱奕豪1(), 李青梅2, 刘晓丽3, 李娜2, 宋凤玲4, 陈为峰1,*(
)
通讯作者:
陈为峰
作者简介:
朱奕豪(1992年生),男,博士研究生,主要从事退化土壤生态治理研究。E-mail: yihao3344lin@163.com
基金资助:
CLC Number:
ZHU Yihao, LI Qingmei, LIU Xiaoli, LI Na, SONG Fengling, CHEN Weifeng. Characteristics of Soil Microbial Community in Newly Cultivated Land under Different Land Consolidation Types[J]. Ecology and Environment, 2022, 31(5): 909-917.
朱奕豪, 李青梅, 刘晓丽, 李娜, 宋凤玲, 陈为峰. 不同土地整治类型新增耕地土壤微生物群落特征研究[J]. 生态环境学报, 2022, 31(5): 909-917.
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县市区 Counties | pH | 容重 Bulk density/(g∙cm-3) | 土壤含水量 Soil moisture content/% | 有机质 w(soil organic matter)/(g∙kg-1) | |||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | ||||||||||||||||
岱岳区 Daiyue district | 7.75± 0.14a | 7.85± 0.08a | 7.26± 0.62a | 1.77± 0.06a | 1.71± 0.12a | 1.48± 0.05b | 19.28± 1.57b | 21.43± 2.28b | 24.83± 0.56a | 5.72± 0.16b | 6.72± 0.65b | 10.05± 0.90a | |||||||||||||||
肥城市 Feicheng city | 7.97± 0.05a | 7.96± 0.18a | 7.53± 0.37a | 1.76± 0.08a | 1.63± 0.10ab | 1.50± 0.01b | 17.56± 1.50a | 19.70± 1.56a | 20.85± 1.77a | 5.86± 0.23c | 7.29± 0.39b | 11.07± 0.77a | |||||||||||||||
高新区 High-tech zone | 5.79± 0.58a | 5.71± 0.12a | 6.42± 0.07a | 1.74± 0.10a | 1.62± 0.15ab | 1.43± 0.01b | 15.98± 1.33b | 23.14± 4.07a | 24.09± 1.29a | 7.04± 0.38b | 6.87± 0.32b | 11.91± 0.30a | |||||||||||||||
新泰市 Xintai city | 7.92± 0.06a | 7.83± 0.13ab | 7.68± 0.08b | 1.60± 0.09ab | 1.69± 0.11a | 1.49± 0.04b | 15.85± 5.00a | 13.66± 1.49a | 18.07± 5.11a | 7.55± 0.37b | 5.80± 1.16c | 12.19± 0.47a | |||||||||||||||
宁阳县 Ningyang county | 7.64± 0.27a | 7.79± 0.02a | 7.61± 0.09a | 1.66± 0.15a | 1.69± 0.01a | 1.35± 0.10b | 18.11± 4.84a | 16.86± 4.47a | 22.30± 1.34a | 6.31± 0.34b | 6.01± 0.28b | 12.07± 1.04a | |||||||||||||||
东平县 Dongping county | 7.93± 0.17a | 7.58± 0.03b | 7.57± 0.06b | 1.54± 0.05b | 1.63± 0.03a | 1.40± 0.02c | 22.03± 4.04a | 21.07± 0.49a | 26.25± 3.31a | 6.83± 1.51b | 7.33± 0.02b | 13.34± 0.26a | |||||||||||||||
县市区 Counties | 全氮 w(total N)/(g∙kg-1) | 有效磷 w(available P)/(mg∙kg-1) | 速效钾 w(available K)/(mg∙kg-1) | ||||||||||||||||||||||||
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | |||||||||||||||||||
岱岳区 Daiyue district | 0.75±0.04b | 0.79±0.03b | 0.92±0.01a | 12.36±2.88b | 18.54±4.05b | 34.94±1.37a | 134.67±2.52b | 130.33±10.50b | 171.17±11.37a | ||||||||||||||||||
肥城市 Feicheng city | 0.73±0.02c | 0.78±0.00b | 0.92±0.01a | 6.44±1.11c | 19.57±1.14b | 36.98±1.92a | 141.33±15.28a | 98.67±14.44b | 162.00±10.48a | ||||||||||||||||||
高新区 High-tech zone | 0.74±0.02c | 0.78±0.02b | 0.93±0.02a | 12.55±2.95b | 21.53±2.37b | 35.54±3.37a | 126.00±14.42b | 123.33±4.51b | 165.33±11.09a | ||||||||||||||||||
新泰市 Xintai city | 0.73±0.02c | 0.78±0.03b | 0.92±0.01a | 8.17±0.88c | 21.14±2.02b | 32.65±2.33a | 122.33±6.81c | 134.00±5.20b | 166.83±4.93a | ||||||||||||||||||
宁阳县 Ningyang county | 0.76±0.01b | 0.75±0.02b | 0.87±0.01a | 4.76±1.34c | 17.37±0.87b | 35.17±2.67a | 121.67±4.04b | 130.00±3.61b | 162.33±8.89a | ||||||||||||||||||
东平县 Dongping county | 0.74±0.02c | 0.78±0.01b | 0.89±0.02a | 5.97±1.33c | 16.79±0.04b | 36.50±1.36a | 124.67±8.50b | 126.00±4.00b | 164.00±4.77a |
Table 1 Soil basic properties of newly cultivated land and control farmland
县市区 Counties | pH | 容重 Bulk density/(g∙cm-3) | 土壤含水量 Soil moisture content/% | 有机质 w(soil organic matter)/(g∙kg-1) | |||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | ||||||||||||||||
岱岳区 Daiyue district | 7.75± 0.14a | 7.85± 0.08a | 7.26± 0.62a | 1.77± 0.06a | 1.71± 0.12a | 1.48± 0.05b | 19.28± 1.57b | 21.43± 2.28b | 24.83± 0.56a | 5.72± 0.16b | 6.72± 0.65b | 10.05± 0.90a | |||||||||||||||
肥城市 Feicheng city | 7.97± 0.05a | 7.96± 0.18a | 7.53± 0.37a | 1.76± 0.08a | 1.63± 0.10ab | 1.50± 0.01b | 17.56± 1.50a | 19.70± 1.56a | 20.85± 1.77a | 5.86± 0.23c | 7.29± 0.39b | 11.07± 0.77a | |||||||||||||||
高新区 High-tech zone | 5.79± 0.58a | 5.71± 0.12a | 6.42± 0.07a | 1.74± 0.10a | 1.62± 0.15ab | 1.43± 0.01b | 15.98± 1.33b | 23.14± 4.07a | 24.09± 1.29a | 7.04± 0.38b | 6.87± 0.32b | 11.91± 0.30a | |||||||||||||||
新泰市 Xintai city | 7.92± 0.06a | 7.83± 0.13ab | 7.68± 0.08b | 1.60± 0.09ab | 1.69± 0.11a | 1.49± 0.04b | 15.85± 5.00a | 13.66± 1.49a | 18.07± 5.11a | 7.55± 0.37b | 5.80± 1.16c | 12.19± 0.47a | |||||||||||||||
宁阳县 Ningyang county | 7.64± 0.27a | 7.79± 0.02a | 7.61± 0.09a | 1.66± 0.15a | 1.69± 0.01a | 1.35± 0.10b | 18.11± 4.84a | 16.86± 4.47a | 22.30± 1.34a | 6.31± 0.34b | 6.01± 0.28b | 12.07± 1.04a | |||||||||||||||
东平县 Dongping county | 7.93± 0.17a | 7.58± 0.03b | 7.57± 0.06b | 1.54± 0.05b | 1.63± 0.03a | 1.40± 0.02c | 22.03± 4.04a | 21.07± 0.49a | 26.25± 3.31a | 6.83± 1.51b | 7.33± 0.02b | 13.34± 0.26a | |||||||||||||||
县市区 Counties | 全氮 w(total N)/(g∙kg-1) | 有效磷 w(available P)/(mg∙kg-1) | 速效钾 w(available K)/(mg∙kg-1) | ||||||||||||||||||||||||
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | |||||||||||||||||||
岱岳区 Daiyue district | 0.75±0.04b | 0.79±0.03b | 0.92±0.01a | 12.36±2.88b | 18.54±4.05b | 34.94±1.37a | 134.67±2.52b | 130.33±10.50b | 171.17±11.37a | ||||||||||||||||||
肥城市 Feicheng city | 0.73±0.02c | 0.78±0.00b | 0.92±0.01a | 6.44±1.11c | 19.57±1.14b | 36.98±1.92a | 141.33±15.28a | 98.67±14.44b | 162.00±10.48a | ||||||||||||||||||
高新区 High-tech zone | 0.74±0.02c | 0.78±0.02b | 0.93±0.02a | 12.55±2.95b | 21.53±2.37b | 35.54±3.37a | 126.00±14.42b | 123.33±4.51b | 165.33±11.09a | ||||||||||||||||||
新泰市 Xintai city | 0.73±0.02c | 0.78±0.03b | 0.92±0.01a | 8.17±0.88c | 21.14±2.02b | 32.65±2.33a | 122.33±6.81c | 134.00±5.20b | 166.83±4.93a | ||||||||||||||||||
宁阳县 Ningyang county | 0.76±0.01b | 0.75±0.02b | 0.87±0.01a | 4.76±1.34c | 17.37±0.87b | 35.17±2.67a | 121.67±4.04b | 130.00±3.61b | 162.33±8.89a | ||||||||||||||||||
东平县 Dongping county | 0.74±0.02c | 0.78±0.01b | 0.89±0.02a | 5.97±1.33c | 16.79±0.04b | 36.50±1.36a | 124.67±8.50b | 126.00±4.00b | 164.00±4.77a |
县市区 Counties | 细菌 Bacteria/(105 cfu∙g-1) | 真菌 Fungi/(103 cfu∙g-1) | 放线菌 Actinomycetes/(104 cfu∙g-1) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | |||
岱岳区 Daiyue district | 3.22±0.39b | 9.89±2.79ab | 14.61±4.47a | 15.12±6.32a | 15.89±1.92a | 10.39±2.70a | 10.11±3.47a | 9.78±2.91a | 15.56±4.79a | ||
肥城市 Feicheng city | 7.97±0.05a | 15.78±4.61a | 18.50±4.11a | 17.11±3.49a | 15.22±0.51a | 7.83±1.45b | 14.33±2.00ab | 9.11±2.47b | 17.78±3.64a | ||
高新区 High-tech zone | 8.00±1.86b | 19.33±2.00a | 22.72±4.19a | 18.00±4.55a | 12.89±2.33a | 8.72±1.36a | 4.22±0.51b | 10.78±2.15b | 20.33±3.54a | ||
新泰市 Xintai city | 7.33±1.93b | 16.67±4.10a | 23.28±5.91a | 12.56±2.52ab | 21.45±5.12a | 8.45±1.51b | 11.67±2.46b | 8.22±1.98b | 22.84±3.72a | ||
宁阳县 Ningyang county | 9.44±3.60a | 15.22±2.71a | 24.94±7.19a | 14.34±1.53ab | 17.78±5.10a | 9.56±1.11b | 12.89±3.96ab | 10.44±2.23b | 20.72±0.68a | ||
东平县 Dongping county | 11.89±1.95c | 26.22±0.51b | 28.67±0.33a | 24.00±5.10a | 19.78±0.51ab | 12.94±1.73b | 13.78±1.17b | 18.22±0.51b | 26.28±3.34a |
Table 2 Number of soil microorganisms in newly cultivated land and control farmland
县市区 Counties | 细菌 Bacteria/(105 cfu∙g-1) | 真菌 Fungi/(103 cfu∙g-1) | 放线菌 Actinomycetes/(104 cfu∙g-1) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
GK | ZB | CK | GK | ZB | CK | GK | ZB | CK | |||
岱岳区 Daiyue district | 3.22±0.39b | 9.89±2.79ab | 14.61±4.47a | 15.12±6.32a | 15.89±1.92a | 10.39±2.70a | 10.11±3.47a | 9.78±2.91a | 15.56±4.79a | ||
肥城市 Feicheng city | 7.97±0.05a | 15.78±4.61a | 18.50±4.11a | 17.11±3.49a | 15.22±0.51a | 7.83±1.45b | 14.33±2.00ab | 9.11±2.47b | 17.78±3.64a | ||
高新区 High-tech zone | 8.00±1.86b | 19.33±2.00a | 22.72±4.19a | 18.00±4.55a | 12.89±2.33a | 8.72±1.36a | 4.22±0.51b | 10.78±2.15b | 20.33±3.54a | ||
新泰市 Xintai city | 7.33±1.93b | 16.67±4.10a | 23.28±5.91a | 12.56±2.52ab | 21.45±5.12a | 8.45±1.51b | 11.67±2.46b | 8.22±1.98b | 22.84±3.72a | ||
宁阳县 Ningyang county | 9.44±3.60a | 15.22±2.71a | 24.94±7.19a | 14.34±1.53ab | 17.78±5.10a | 9.56±1.11b | 12.89±3.96ab | 10.44±2.23b | 20.72±0.68a | ||
东平县 Dongping county | 11.89±1.95c | 26.22±0.51b | 28.67±0.33a | 24.00±5.10a | 19.78±0.51ab | 12.94±1.73b | 13.78±1.17b | 18.22±0.51b | 26.28±3.34a |
微生物 Microorganism | pH | BD | SWC | SOM | TN | AP | AK |
---|---|---|---|---|---|---|---|
细菌 Bacteria | -0.123 | -0.738** | 0.513* | 0.723** | 0.665** | 0.740** | 0.480* |
真菌 Fungus | 0.204 | 0.597** | -0.386 | -0.735** | -0.762** | -0.701** | -0.642** |
放线菌 Actinomycetes | 0.152 | -0.809** | 0.602** | 0.848** | 0.737** | 0.648** | 0.739** |
Table 3 Correlation analysis between soil physio-chemical properties and soil bacteria, fungi and actinomycetes
微生物 Microorganism | pH | BD | SWC | SOM | TN | AP | AK |
---|---|---|---|---|---|---|---|
细菌 Bacteria | -0.123 | -0.738** | 0.513* | 0.723** | 0.665** | 0.740** | 0.480* |
真菌 Fungus | 0.204 | 0.597** | -0.386 | -0.735** | -0.762** | -0.701** | -0.642** |
放线菌 Actinomycetes | 0.152 | -0.809** | 0.602** | 0.848** | 0.737** | 0.648** | 0.739** |
项目区 Project area | 工矿复垦 Industrial and mining reclamation (XZ) | 占补平衡 Requisition-compensation balance (DW) | 对照耕地 Control farmland (CK) |
---|---|---|---|
香农指数 Shannon index | 4.95±0.05b | 4.62±0.19c | 5.84±0.13a |
辛普森指数 Simpson index | 0.02±0.00ab | 0.03±0.01a | 0.01±0.00b |
Ace指数 Ace index | 1180.33±24.57b | 990.39±10.41c | 2056.44±159.36a |
Chao1指数 Chao1 index | 1200.24±34.60b | 980.35±29.92c | 2055.58±160.53a |
覆盖度 Coverage/% | 99.45±0.00a | 99.44±0.00a | 99.01±0.00b |
Table 4 The α-diversity indexes of soil bacteria in new cultivated land and control farmland
项目区 Project area | 工矿复垦 Industrial and mining reclamation (XZ) | 占补平衡 Requisition-compensation balance (DW) | 对照耕地 Control farmland (CK) |
---|---|---|---|
香农指数 Shannon index | 4.95±0.05b | 4.62±0.19c | 5.84±0.13a |
辛普森指数 Simpson index | 0.02±0.00ab | 0.03±0.01a | 0.01±0.00b |
Ace指数 Ace index | 1180.33±24.57b | 990.39±10.41c | 2056.44±159.36a |
Chao1指数 Chao1 index | 1200.24±34.60b | 980.35±29.92c | 2055.58±160.53a |
覆盖度 Coverage/% | 99.45±0.00a | 99.44±0.00a | 99.01±0.00b |
排序轴 Ordination axes | 特征值 Eigenvalues | 物种-环境相关系数 Species-environment correlation | 物种累积百分比变化率 Cumulative % variation of species | 物种-环境累积百分比变化率 Cumulative % variation of species-environment | 典范特征值总和 Sum of all canonical Eigenvalues |
---|---|---|---|---|---|
轴1 Axis1 | 0.585 | 0.997 | 58.5 | 71.0 | 0.824 |
轴2 Axis2 | 0.207 | 0.931 | 79.2 | 96.1 | |
轴3 Axis3 | 0.030 | 0.430 | 82.3 | 99.8 | |
轴4 Axis4 | 0.001 | 0.506 | 82.4 | 99.9 |
Table 5 Results of Monte Carlo permutation test
排序轴 Ordination axes | 特征值 Eigenvalues | 物种-环境相关系数 Species-environment correlation | 物种累积百分比变化率 Cumulative % variation of species | 物种-环境累积百分比变化率 Cumulative % variation of species-environment | 典范特征值总和 Sum of all canonical Eigenvalues |
---|---|---|---|---|---|
轴1 Axis1 | 0.585 | 0.997 | 58.5 | 71.0 | 0.824 |
轴2 Axis2 | 0.207 | 0.931 | 79.2 | 96.1 | |
轴3 Axis3 | 0.030 | 0.430 | 82.3 | 99.8 | |
轴4 Axis4 | 0.001 | 0.506 | 82.4 | 99.9 |
Figure 4 Redundancy analysis for bacterial community and soil physico-chemical pH, BD, SWC, SOM, TN, AP and AK represent the soil pH, bulk density, soil water content, soil organic matter, total nitrogen, available phosphorus and available potassium of the two types of new cultivated land and CK, respectively. Acidobac, Actinoba, Bacteroi, Proteoba, Deinococ, Firmicut, Patescib, Gemmatim, Myxococc represent Acidobacteria, Actinobacteria, Bacteroidea, Proteobacteria, Deinococcus-Thermus, Firmicutes, Patescibacteria, Gemmatimonadetes and Myxococcota, respectively
因子 Factors | 解释率 Explanation/% | F值 F value | P值 P value |
---|---|---|---|
有机质 SOM | 52.00 | 7.663 | 0.0080** |
土壤含水量 SWC | 15.00 | 2.579 | 0.1100 |
全氮 TN | 7.00 | 1.455 | 0.2680 |
酸碱度 pH | 3.00 | 0.559 | 0.5780 |
容重 BD | 2.00 | 0.222 | 0.7780 |
速效钾 AK | 2.00 | 0.171 | 0.7960 |
有效磷 AP | 1.40 | 0.108 | 0.8580 |
Table 6 Redundancy analysis of bacterial communities in newly cultivated land and control farmland
因子 Factors | 解释率 Explanation/% | F值 F value | P值 P value |
---|---|---|---|
有机质 SOM | 52.00 | 7.663 | 0.0080** |
土壤含水量 SWC | 15.00 | 2.579 | 0.1100 |
全氮 TN | 7.00 | 1.455 | 0.2680 |
酸碱度 pH | 3.00 | 0.559 | 0.5780 |
容重 BD | 2.00 | 0.222 | 0.7780 |
速效钾 AK | 2.00 | 0.171 | 0.7960 |
有效磷 AP | 1.40 | 0.108 | 0.8580 |
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