Ecology and Environment ›› 2022, Vol. 31 ›› Issue (6): 1124-1131.DOI: 10.16258/j.cnki.1674-5906.2022.06.007
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MA Huiying1,2,3(), LI Xinzhu1,2,3, MA Xinyu1,2,3, GONG Lu1,2,3,*(
)
Received:
2022-01-22
Online:
2022-06-18
Published:
2022-07-29
Contact:
GONG Lu
马辉英1,2,3(), 李昕竹1,2,3, 马鑫钰1,2,3, 贡璐1,2,3,*(
)
通讯作者:
贡璐
作者简介:
马辉英(1980年生),女(回族),讲师,主要研究方向为干旱区生态环境。E-mail: dreampie@163.com
基金资助:
CLC Number:
MA Huiying, LI Xinzhu, MA Xinyu, GONG Lu. Characteristics and Driving Factors of Soil Organic Carbon Fractions under Different Vegetation Types of the mid-Northern Piedmont of the Tianshan Mountains, Xinjiang[J]. Ecology and Environment, 2022, 31(6): 1124-1131.
马辉英, 李昕竹, 马鑫钰, 贡璐. 新疆天山北麓中段不同植被类型下土壤有机碳组分特征及其影响因素[J]. 生态环境学报, 2022, 31(6): 1124-1131.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2022.06.007
植被类型 Vegetational form | 土壤类型 Soil type | 土层 Soil layer/cm | 样地描述 Sample Site Description |
---|---|---|---|
云杉林 Spruce forest | 灰褐色森林土 | 0-10 10-20 | 以雪岭云杉(Picea schrenkiana)为主,林下分布少量植物 |
灌丛地 Grinding ground | 灰褐色森林土 | 0-10 10-20 | 黑果小檗(Berberis heteropoda)、红果小檗(Berberis nummularia)、天山花楸(Sorbus tianschanica)等 |
草地 Grassplot | 灰褐色森林土 | 0-10 10-20 | 绣线菊(Spiraea hypericifolia)、天山羽衣草(Alchemilla tianschanica)、羊角芹(Aegopodium podagraria)等 |
Table 1 Basic information of sample sites of different vegetation types
植被类型 Vegetational form | 土壤类型 Soil type | 土层 Soil layer/cm | 样地描述 Sample Site Description |
---|---|---|---|
云杉林 Spruce forest | 灰褐色森林土 | 0-10 10-20 | 以雪岭云杉(Picea schrenkiana)为主,林下分布少量植物 |
灌丛地 Grinding ground | 灰褐色森林土 | 0-10 10-20 | 黑果小檗(Berberis heteropoda)、红果小檗(Berberis nummularia)、天山花楸(Sorbus tianschanica)等 |
草地 Grassplot | 灰褐色森林土 | 0-10 10-20 | 绣线菊(Spiraea hypericifolia)、天山羽衣草(Alchemilla tianschanica)、羊角芹(Aegopodium podagraria)等 |
参数 Parameter | 植被类型 Vegetation Types | 均值 Mean | 标准差 Standard deviation | 极差 Range | 最小值Minimum | 最大值Maximum | 偏度 Skewness | 变异系数 Coefficient of variation/% |
---|---|---|---|---|---|---|---|---|
w(SOC)/ (g∙kg-1) | 云杉林 | 115.66 | 6.15 | 15.41 | 109.11 | 124.52 | 0.38 | 18.81 |
灌丛 | 84.85 | 6.13 | 15.05 | 79.21 | 94.26 | 0.76 | 13.83 | |
草地 | 76.27 | 4.81 | 12.70 | 69.54 | 82.24 | -0.24 | 15.87 | |
w(DOC)/ (g∙kg-1) | 云杉林 | 4.03 | 0.07 | 0.19 | 3.93 | 4.12 | -0.32 | 60.39 |
灌丛 | 3.99 | 0.09 | 0.22 | 3.88 | 4.10 | -0.03 | 44.69 | |
草地 | 3.90 | 0.07 | 0.18 | 3.83 | 4.01 | 0.81 | 58.71 | |
w(LFOC)/ (g∙kg-1) | 云杉林 | 9.93 | 0.60 | 1.59 | 9.04 | 10.63 | -0.31 | 16.60 |
灌丛 | 8.92 | 0.69 | 1.61 | 8.23 | 9.84 | 0.28 | 12.88 | |
草地 | 7.80 | 0.59 | 1.51 | 7.07 | 8.58 | -0.08 | 13.23 | |
w(MBC)/ (mg∙kg-1) | 云杉林 | 315.06 | 8.50 | 20.21 | 304.13 | 324.34 | -0.53 | 37.05 |
灌丛 | 293.68 | 10.21 | 27.95 | 276.39 | 304.34 | -0.97 | 28.76 | |
草地 | 273.06 | 9.56 | 23.34 | 260.89 | 284.23 | -0.17 | 28.56 |
Table 2 Descriptive statistical analysis of soil organic carbon fractions in different vegetation types
参数 Parameter | 植被类型 Vegetation Types | 均值 Mean | 标准差 Standard deviation | 极差 Range | 最小值Minimum | 最大值Maximum | 偏度 Skewness | 变异系数 Coefficient of variation/% |
---|---|---|---|---|---|---|---|---|
w(SOC)/ (g∙kg-1) | 云杉林 | 115.66 | 6.15 | 15.41 | 109.11 | 124.52 | 0.38 | 18.81 |
灌丛 | 84.85 | 6.13 | 15.05 | 79.21 | 94.26 | 0.76 | 13.83 | |
草地 | 76.27 | 4.81 | 12.70 | 69.54 | 82.24 | -0.24 | 15.87 | |
w(DOC)/ (g∙kg-1) | 云杉林 | 4.03 | 0.07 | 0.19 | 3.93 | 4.12 | -0.32 | 60.39 |
灌丛 | 3.99 | 0.09 | 0.22 | 3.88 | 4.10 | -0.03 | 44.69 | |
草地 | 3.90 | 0.07 | 0.18 | 3.83 | 4.01 | 0.81 | 58.71 | |
w(LFOC)/ (g∙kg-1) | 云杉林 | 9.93 | 0.60 | 1.59 | 9.04 | 10.63 | -0.31 | 16.60 |
灌丛 | 8.92 | 0.69 | 1.61 | 8.23 | 9.84 | 0.28 | 12.88 | |
草地 | 7.80 | 0.59 | 1.51 | 7.07 | 8.58 | -0.08 | 13.23 | |
w(MBC)/ (mg∙kg-1) | 云杉林 | 315.06 | 8.50 | 20.21 | 304.13 | 324.34 | -0.53 | 37.05 |
灌丛 | 293.68 | 10.21 | 27.95 | 276.39 | 304.34 | -0.97 | 28.76 | |
草地 | 273.06 | 9.56 | 23.34 | 260.89 | 284.23 | -0.17 | 28.56 |
Figure 1 Soil organic carbon components under different vegetation types Different capital letters indicate the significant difference of organic carbon components in different soil layers of the same vegetation type (P<0.05); Different lowercase letters indicate the significant difference of organic carbon components between different vegetation types in the same soil layer (P<0.05)
源Source | 因变量 Dependent variable | 平方和 Sum of Squares | df | 均方 Mean square | F | Sig. |
---|---|---|---|---|---|---|
土层深度 Soil depth | SOC | 384.014 | 1 | 384.014 | 49.427 | <0.001** |
DOC | 0.050 | 1 | 0.050 | 20.659 | <0.001** | |
LFOC | 4.651 | 1 | 4.651 | 50.989 | <0.001** | |
MBC | 1018.810 | 1 | 1018.810 | 44.411 | <0.001** | |
植被类型 Vegetational form | SOC | 5148.741 | 2 | 2574.371 | 331.354 | <0.001** |
DOC | 0.052 | 2 | 0.026 | 10.722 | 0.001** | |
LFOC | 13.709 | 2 | 6.854 | 75.141 | <0.001** | |
MBC | 5291.743 | 2 | 2645.871 | 115.337 | <0.001** |
Table 3 Analysis of synergistic effects of soil depth and vegetation type on soil organic carbon components
源Source | 因变量 Dependent variable | 平方和 Sum of Squares | df | 均方 Mean square | F | Sig. |
---|---|---|---|---|---|---|
土层深度 Soil depth | SOC | 384.014 | 1 | 384.014 | 49.427 | <0.001** |
DOC | 0.050 | 1 | 0.050 | 20.659 | <0.001** | |
LFOC | 4.651 | 1 | 4.651 | 50.989 | <0.001** | |
MBC | 1018.810 | 1 | 1018.810 | 44.411 | <0.001** | |
植被类型 Vegetational form | SOC | 5148.741 | 2 | 2574.371 | 331.354 | <0.001** |
DOC | 0.052 | 2 | 0.026 | 10.722 | 0.001** | |
LFOC | 13.709 | 2 | 6.854 | 75.141 | <0.001** | |
MBC | 5291.743 | 2 | 2645.871 | 115.337 | <0.001** |
指标 Index | 土壤有机碳 Soil organic carbon | 土壤可溶性有机碳 Soil-soluble organic carbon | 土壤轻组分有机碳 Soil light components of organic carbon | 土壤微生物生物量碳 Soil microbial biomass of carbon | 含水量 Moisture content | pH值 pH value | 电导率 Conductivity |
---|---|---|---|---|---|---|---|
土壤有机碳 Soil organic carbon | 1 | ||||||
土壤可溶性有机碳 Soil-soluble organic carbon | 0.476 | 1 | |||||
土壤轻组分有机碳 Soil light components of organic carbon | 0.769* | -0.823* | 1 | ||||
土壤微生物生物量碳 Soil microbial biomass of carbon | 0.357 | 0.797** | -0.762* | 1 | |||
含水量 Moisture content | 0.289 | 0.740* | 0.431 | 0.688* | 1 | ||
pH值 pH value | -0.122 | -0.293 | 0.269 | -0.185 | -0.288 | 1 | |
电导率 Conductivity | 0.227 | 0.097 | -0.206 | 0.198 | 0.361 | 0.287 | 1 |
Table 4 Relationship between the content of surface organic carbon and its components in soils of various vegetation types and soil environmental factors
指标 Index | 土壤有机碳 Soil organic carbon | 土壤可溶性有机碳 Soil-soluble organic carbon | 土壤轻组分有机碳 Soil light components of organic carbon | 土壤微生物生物量碳 Soil microbial biomass of carbon | 含水量 Moisture content | pH值 pH value | 电导率 Conductivity |
---|---|---|---|---|---|---|---|
土壤有机碳 Soil organic carbon | 1 | ||||||
土壤可溶性有机碳 Soil-soluble organic carbon | 0.476 | 1 | |||||
土壤轻组分有机碳 Soil light components of organic carbon | 0.769* | -0.823* | 1 | ||||
土壤微生物生物量碳 Soil microbial biomass of carbon | 0.357 | 0.797** | -0.762* | 1 | |||
含水量 Moisture content | 0.289 | 0.740* | 0.431 | 0.688* | 1 | ||
pH值 pH value | -0.122 | -0.293 | 0.269 | -0.185 | -0.288 | 1 | |
电导率 Conductivity | 0.227 | 0.097 | -0.206 | 0.198 | 0.361 | 0.287 | 1 |
排序轴 Axes | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
---|---|---|---|---|
土壤有机碳组分含量解释量 Explained variation of soil organic carbon fractions content/% | 0.896 | 0.015 | 0.000 | 0.000 |
土壤有机碳组分含量与环境因子相关性 Correlations between soil organic carbon fractions content and their environmental factors | 0.970 | 0.622 | 0.232 | 0.086 |
土壤有机碳组分含量累积解释量 Cumulative explained variation of soil organic carbon fractions content/% | 89.6 | 91.1 | 91.1 | 91.1 |
土壤有机碳组分含量--环境因子关系累积解释量 Cumulative explained variation of relations between soil organic carbon fractions content and their environmental factors/% | 98.4 | 100.0 | 100.0 | 100.0 |
总特征值 Sum of all eigenvalues | 1.000 | |||
典范特征值 Sum of all canonical eigenvalues | 0.743 |
Table 5 RDA of Soil organic carbon fractions content
排序轴 Axes | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
---|---|---|---|---|
土壤有机碳组分含量解释量 Explained variation of soil organic carbon fractions content/% | 0.896 | 0.015 | 0.000 | 0.000 |
土壤有机碳组分含量与环境因子相关性 Correlations between soil organic carbon fractions content and their environmental factors | 0.970 | 0.622 | 0.232 | 0.086 |
土壤有机碳组分含量累积解释量 Cumulative explained variation of soil organic carbon fractions content/% | 89.6 | 91.1 | 91.1 | 91.1 |
土壤有机碳组分含量--环境因子关系累积解释量 Cumulative explained variation of relations between soil organic carbon fractions content and their environmental factors/% | 98.4 | 100.0 | 100.0 | 100.0 |
总特征值 Sum of all eigenvalues | 1.000 | |||
典范特征值 Sum of all canonical eigenvalues | 0.743 |
Figure 2 Bidimensional ordering chart of the RDA of relationships of soil organic carbon fractions content with their environmental factors SWC: soil moisture; EC: soil electrical conductivity; pH: Soil pH; SOC: organic carbon; DOC: soluble organic carbon; LFOC: light fraction organic carbon; MBC: microbial biomass carbon;BD:soil bulk density
土壤环境因子 Soil environmental factors | 重要性 排序 Importance sequencing | 土壤环境因子 所占解释量 Explained variation of soil environmental factors/% | F | P |
---|---|---|---|---|
土壤电导率 Soil conductivity | 1 | 87.7 | 113.9 | 0.002 |
土壤容重 Soil bulk density | 2 | 79.4 | 61.62 | 0.002 |
土壤pH值 Soil pH | 3 | 67.9 | 33.828 | 0.002 |
土壤含水量 Soil moisture content | 4 | 35.8 | 8.937 | 0.008 |
Table 6 Importance sequencing and Duncan test of soil environmental factors
土壤环境因子 Soil environmental factors | 重要性 排序 Importance sequencing | 土壤环境因子 所占解释量 Explained variation of soil environmental factors/% | F | P |
---|---|---|---|---|
土壤电导率 Soil conductivity | 1 | 87.7 | 113.9 | 0.002 |
土壤容重 Soil bulk density | 2 | 79.4 | 61.62 | 0.002 |
土壤pH值 Soil pH | 3 | 67.9 | 33.828 | 0.002 |
土壤含水量 Soil moisture content | 4 | 35.8 | 8.937 | 0.008 |
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