Ecology and Environment ›› 2022, Vol. 31 ›› Issue (7): 1370-1382.DOI: 10.16258/j.cnki.1674-5906.2022.07.009
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JIANG Nihao1(), ZHANG Shihao2, ZHANG Shihan3,*(
)
Received:
2022-03-28
Online:
2022-07-18
Published:
2022-08-31
Contact:
ZHANG Shihan
通讯作者:
张诗函
作者简介:
姜倪皓(1990年生),男(彝族),讲师,博士,主要从事种群生态及农业生态相关研究。E-mail: jnhskip@cxtc.edu.cn
基金资助:
CLC Number:
JIANG Nihao, ZHANG Shihao, ZHANG Shihan. Interspecific Associations and Environmental Interpretation of the Dominant Species of the Communities Invaded by Ageratina adenophora in Ailao Mountains[J]. Ecology and Environment, 2022, 31(7): 1370-1382.
姜倪皓, 张世浩, 张诗函. 哀牢山紫茎泽兰入侵群落主要物种种间联结及环境解释[J]. 生态环境学报, 2022, 31(7): 1370-1382.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2022.07.009
编号 No. | 物种 Species | 重要值 Important value/% | 变异系数 Coefficient of Variation/% | 生态位宽度 Niche breadth |
---|---|---|---|---|
S1 | 土蜜树 Bridelia tomentosa | 3.01 | 24.51 | 0.41 |
S2 | 羊耳菊 Inula cappa | 2.10 | 15.47 | 0.40 |
S3 | 石海椒 Reinwardtia indica | 5.71 | 17.32 | 0.34 |
S4 | 里白 Diplopterygium glaucum | 22.31 | 14.50 | 0.76 |
S5 | 虎杖 Reynoutria japonica | 7.89 | 15.38 | 0.47 |
S6 | 紫茎泽兰 Ageratina adenophora | 28.90 | 10.50 | 0.79 |
S7 | 白蒿 Herba artimisiae | 2.30 | 17.76 | 0.52 |
S8 | 芒萁 Dicranopteris dichotoma | 1.3 | 28.65 | 0.59 |
S9 | 白茅 Imperata cylindrica | 2.33 | 13.27 | 0.58 |
S10 | 野豌豆 Vicia sepium | 2.52 | 14.43 | 0.35 |
Table 1 Importance value and niche breadth of dominant species in herbaceous layer
编号 No. | 物种 Species | 重要值 Important value/% | 变异系数 Coefficient of Variation/% | 生态位宽度 Niche breadth |
---|---|---|---|---|
S1 | 土蜜树 Bridelia tomentosa | 3.01 | 24.51 | 0.41 |
S2 | 羊耳菊 Inula cappa | 2.10 | 15.47 | 0.40 |
S3 | 石海椒 Reinwardtia indica | 5.71 | 17.32 | 0.34 |
S4 | 里白 Diplopterygium glaucum | 22.31 | 14.50 | 0.76 |
S5 | 虎杖 Reynoutria japonica | 7.89 | 15.38 | 0.47 |
S6 | 紫茎泽兰 Ageratina adenophora | 28.90 | 10.50 | 0.79 |
S7 | 白蒿 Herba artimisiae | 2.30 | 17.76 | 0.52 |
S8 | 芒萁 Dicranopteris dichotoma | 1.3 | 28.65 | 0.59 |
S9 | 白茅 Imperata cylindrica | 2.33 | 13.27 | 0.58 |
S10 | 野豌豆 Vicia sepium | 2.52 | 14.43 | 0.35 |
编号 No. | S1 | S2 | S3 | S4 | S5 | S6 | S7 | S8 | S9 | S10 |
---|---|---|---|---|---|---|---|---|---|---|
S1 | 0.513 | 0.000 | 0.000 | 0.065 | 0.356 | 0.000 | 0.000 | 0.955 | 0.000 | |
S2 | 0.718 | 0.000 | 0.000 | 0.045 | 0.185 | 0.000 | 0.000 | 0.558 | 0.000 | |
S3 | 0.000 | 0.000 | 0.348 | 0.000 | 0.347 | 0.000 | 0.000 | 0.000 | 0.000 | |
S4 | 0.000 | 0.000 | 0.471 | 0.652 | 0.642 | 0.652 | 0.652 | 0.000 | 0.652 | |
S5 | 0.070 | 0.053 | 0.000 | 0.880 | 0.362 | 0.935 | 0.935 | 0.065 | 0.924 | |
S6 | 0.614 | 0.432 | 0.599 | 0.735 | 0.554 | 0.297 | 0.297 | 0.356 | 0.297 | |
S7 | 0.000 | 0.000 | 0.000 | 0.882 | 0.997 | 0.512 | 0.981 | 0.000 | 0.968 | |
S8 | 0.000 | 0.000 | 0.000 | 0.881 | 0.996 | 0.511 | 0.999 | 0.000 | 0.987 | |
S9 | 0.996 | 0.778 | 0.000 | 0.000 | 0.070 | 0.611 | 0.000 | 0.000 | 0.000 | |
S10 | 0.000 | 0.000 | 0.000 | 0.879 | 0.994 | 0.509 | 0.998 | 1.000 | 0.000 |
Table 2 Niche similarity (above the diagonal) and niche overlap (below the diagonal) of dominant plant species in Ageratina adenophora community
编号 No. | S1 | S2 | S3 | S4 | S5 | S6 | S7 | S8 | S9 | S10 |
---|---|---|---|---|---|---|---|---|---|---|
S1 | 0.513 | 0.000 | 0.000 | 0.065 | 0.356 | 0.000 | 0.000 | 0.955 | 0.000 | |
S2 | 0.718 | 0.000 | 0.000 | 0.045 | 0.185 | 0.000 | 0.000 | 0.558 | 0.000 | |
S3 | 0.000 | 0.000 | 0.348 | 0.000 | 0.347 | 0.000 | 0.000 | 0.000 | 0.000 | |
S4 | 0.000 | 0.000 | 0.471 | 0.652 | 0.642 | 0.652 | 0.652 | 0.000 | 0.652 | |
S5 | 0.070 | 0.053 | 0.000 | 0.880 | 0.362 | 0.935 | 0.935 | 0.065 | 0.924 | |
S6 | 0.614 | 0.432 | 0.599 | 0.735 | 0.554 | 0.297 | 0.297 | 0.356 | 0.297 | |
S7 | 0.000 | 0.000 | 0.000 | 0.882 | 0.997 | 0.512 | 0.981 | 0.000 | 0.968 | |
S8 | 0.000 | 0.000 | 0.000 | 0.881 | 0.996 | 0.511 | 0.999 | 0.000 | 0.987 | |
S9 | 0.996 | 0.778 | 0.000 | 0.000 | 0.070 | 0.611 | 0.000 | 0.000 | 0.000 | |
S10 | 0.000 | 0.000 | 0.000 | 0.879 | 0.994 | 0.509 | 0.998 | 1.000 | 0.000 |
方差比率 Variance ratio (Rv) | 检验统计量 Test statistics (W) | χ2临界值 χ2 thershold (χ20.95, χ20.05) | 测度结果 Measurement results |
---|---|---|---|
0.181 | 16.25 | (69.13, 113.14) | 显著负关联 Significantly negative correlation |
Table 3 Overall interspecific associations among dominant species
方差比率 Variance ratio (Rv) | 检验统计量 Test statistics (W) | χ2临界值 χ2 thershold (χ20.95, χ20.05) | 测度结果 Measurement results |
---|---|---|---|
0.181 | 16.25 | (69.13, 113.14) | 显著负关联 Significantly negative correlation |
Figure 2 Semi-matrix diagram of χ2-test coefficient (a), association coefficient (b) and Spearman’s rank correlation coefficients of interspecific association among main species Species numbers are shown in Table 1
曲线类型 Type of curve | 决定系数 Determination coefficient (r2) | 交点坐标 Nodal corrdinate | 测度结果 Measurement results | |
---|---|---|---|---|
x | y | |||
y= -0.0065x2+ 1.5437x+8.1539 | 0.802 | 40.25 | 59.75 | 不稳定 Unstable |
Table 4 Results of community stability (M. Godron’s method)
曲线类型 Type of curve | 决定系数 Determination coefficient (r2) | 交点坐标 Nodal corrdinate | 测度结果 Measurement results | |
---|---|---|---|---|
x | y | |||
y= -0.0065x2+ 1.5437x+8.1539 | 0.802 | 40.25 | 59.75 | 不稳定 Unstable |
项目 Item | 物种分布 Species distribution | 入侵相关指数 Invasion-related index | |||
---|---|---|---|---|---|
轴1 Axis 1 | 轴2 Axis 2 | 轴1 Axis 1 | 轴2 Axis 2 | ||
特征值 Eigenvalue | 0.764 | 0.022 | 0.791 | 0.015 | |
物种-环境相关系数 Species-environment correlation coefficient | 0.886 | 0.948 | 0.898 | 0.903 | |
物种环境关系的累积解释 Cumulative percentage variance of species-environment relation/% | 76.40 | 78.65 | 79.18 | 80.69 |
Table 5 RDA calculation of species distribution and invasion-related indexes along environmental gradients
项目 Item | 物种分布 Species distribution | 入侵相关指数 Invasion-related index | |||
---|---|---|---|---|---|
轴1 Axis 1 | 轴2 Axis 2 | 轴1 Axis 1 | 轴2 Axis 2 | ||
特征值 Eigenvalue | 0.764 | 0.022 | 0.791 | 0.015 | |
物种-环境相关系数 Species-environment correlation coefficient | 0.886 | 0.948 | 0.898 | 0.903 | |
物种环境关系的累积解释 Cumulative percentage variance of species-environment relation/% | 76.40 | 78.65 | 79.18 | 80.69 |
环境因子 Environment factors | 物种分布 Species distribution | 入侵相关指数 Invasion-related index | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
轴1 Axis 1 | 轴2 Axis 2 | 解释率 Contribution/% | F | P | 轴1 Axis 1 | 轴2 Axis 2 | 解释率 Contribution/% | F | P | |
AN | 0.091 | -0.125 | 1.7 | 0.5 | 0.52 | 0.192 | -0.436 | 0.3 | 0.1 | 0.806 |
AK | 0.781** | -0.385 | 47 | 11.5 | 0.008** | 0.848 | -0.377 | 12.8 | 2.3 | 0.306 |
AP | 0.289 | -0.363 | 0.7 | 0.2 | 0.672 | 0.451 | -0.096 | 0.9 | 0.1 | 0.804 |
pH | -0.144 | -0.821** | 13.7 | 4.2 | 0.007** | 0.334 | -0.061 | 0.1 | 0.1 | 0.97 |
SWC | 0.355 | 0.182 | 3.6 | 1 | 0.35 | 0.442 | 0.454 | 4.6 | 1.9 | 0.166 |
ST | -0.032 | 0.238* | 19.5 | 7.5 | 0.024* | -0.269 | -0.107 | 0.2 | 0.1 | 0.884 |
EC | -0.209 | -0.083 | 0.7 | 0.2 | 0.628 | -0.317 | -0.386 | 3.2 | 1.3 | 0.274 |
CC | 0.257 | 0.241 | 1.3 | 0.2 | 0.618 | 0.103 | 0.368 | 1.1 | 0.3 | 0.666 |
A | -0.379 | -0.628 | 1 | 0.2 | 0.682 | -0.136 | 0.015 | 2.6 | 0.8 | 0.468 |
TN | -0.364 | -0.646 | 1.1 | 0.1 | 0.796 | -0.119 | -0.042 | 0.4 | 0.1 | 0.808 |
TK | -0.774 | 0.411 | 1.6 | 0.5 | 0.498 | -0.901 | 0.162 | 0.6 | 0.2 | 0.704 |
TP | -0.759 | 0.550 | 6.4 | 2.1 | 0.166 | -0.911** | 0.253 | 65.7 | 24.9 | 0.002** |
SOM | -0.334 | -0.604 | 1.7 | 0.2 | 0.654 | -0.111 | -0.012 | 1.9 | 0.8 | 0.458 |
SA | 0.125 | -0.162 | 1.6 | 0.5 | 0.468 | 0.251 | -0.046 | 1.2 | 1.3 | 0.369 |
Table 6 Correlation coefficients between RDA axis and environment factors
环境因子 Environment factors | 物种分布 Species distribution | 入侵相关指数 Invasion-related index | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
轴1 Axis 1 | 轴2 Axis 2 | 解释率 Contribution/% | F | P | 轴1 Axis 1 | 轴2 Axis 2 | 解释率 Contribution/% | F | P | |
AN | 0.091 | -0.125 | 1.7 | 0.5 | 0.52 | 0.192 | -0.436 | 0.3 | 0.1 | 0.806 |
AK | 0.781** | -0.385 | 47 | 11.5 | 0.008** | 0.848 | -0.377 | 12.8 | 2.3 | 0.306 |
AP | 0.289 | -0.363 | 0.7 | 0.2 | 0.672 | 0.451 | -0.096 | 0.9 | 0.1 | 0.804 |
pH | -0.144 | -0.821** | 13.7 | 4.2 | 0.007** | 0.334 | -0.061 | 0.1 | 0.1 | 0.97 |
SWC | 0.355 | 0.182 | 3.6 | 1 | 0.35 | 0.442 | 0.454 | 4.6 | 1.9 | 0.166 |
ST | -0.032 | 0.238* | 19.5 | 7.5 | 0.024* | -0.269 | -0.107 | 0.2 | 0.1 | 0.884 |
EC | -0.209 | -0.083 | 0.7 | 0.2 | 0.628 | -0.317 | -0.386 | 3.2 | 1.3 | 0.274 |
CC | 0.257 | 0.241 | 1.3 | 0.2 | 0.618 | 0.103 | 0.368 | 1.1 | 0.3 | 0.666 |
A | -0.379 | -0.628 | 1 | 0.2 | 0.682 | -0.136 | 0.015 | 2.6 | 0.8 | 0.468 |
TN | -0.364 | -0.646 | 1.1 | 0.1 | 0.796 | -0.119 | -0.042 | 0.4 | 0.1 | 0.808 |
TK | -0.774 | 0.411 | 1.6 | 0.5 | 0.498 | -0.901 | 0.162 | 0.6 | 0.2 | 0.704 |
TP | -0.759 | 0.550 | 6.4 | 2.1 | 0.166 | -0.911** | 0.253 | 65.7 | 24.9 | 0.002** |
SOM | -0.334 | -0.604 | 1.7 | 0.2 | 0.654 | -0.111 | -0.012 | 1.9 | 0.8 | 0.458 |
SA | 0.125 | -0.162 | 1.6 | 0.5 | 0.468 | 0.251 | -0.046 | 1.2 | 1.3 | 0.369 |
Figure 3 Two-dimensional RDA ordination diagram of species (A) and invasion-related indexes (B) along environmental gradients The red arrows lines represent the factors with significant effects. Species numbers are shown in Table 1; pH: soil pH; SA: slope aspect; EC: Electric conductivity; SOM: Soil organic matter; TN: Total nitrogen; CC: Canopy closure; AN: available nitrogen; SWC: Soil water content; AK: available potassium: A: Altitude; TP: Total phosphorus; TK: Total potassium; AP: Available phosphorus; Iii: Invasion intensity index of alien invasive plants; Cii: Community invasibility index; ICV: Community stability index
入侵相关指数 Intrusion-related index | 逐步回归方程 Stepwise regression equation | 调整后决定系数 Adjusted R square (R2adj) | F | P | 容忍度 Tolerance |
---|---|---|---|---|---|
入侵植物入侵强度指数 Invasion intensity index of alien invasive plants (Iii) | Iii=1.125-0.029w(TP) | 0.639 | 25.82 | 0.001** | 1.000 |
群落可入侵性指数 Community invasibility index (Cii) | Cii=1.084-0.130w(TP) | 0.665 | 25.82 | 0.002** | 1.000 |
群落稳定性指数 Community stability index (ICV) | ICV=0.661-0.006w(AK) | 0.442 | 12.10 | 0.004** | 1.000 |
Table 7 Stepwise regression analysis of intrusion-related indexes and environmental factors
入侵相关指数 Intrusion-related index | 逐步回归方程 Stepwise regression equation | 调整后决定系数 Adjusted R square (R2adj) | F | P | 容忍度 Tolerance |
---|---|---|---|---|---|
入侵植物入侵强度指数 Invasion intensity index of alien invasive plants (Iii) | Iii=1.125-0.029w(TP) | 0.639 | 25.82 | 0.001** | 1.000 |
群落可入侵性指数 Community invasibility index (Cii) | Cii=1.084-0.130w(TP) | 0.665 | 25.82 | 0.002** | 1.000 |
群落稳定性指数 Community stability index (ICV) | ICV=0.661-0.006w(AK) | 0.442 | 12.10 | 0.004** | 1.000 |
Figure 5 Importance of environmental factors to invasion intensity index of alien invasive plants (A), community invasibility index (B) and community stability index (C), respectively Abbreviation of environmental factors are the same as in Fig. 3. The same below
Figure 6 Structural equation model for invasion intensity index of alien invasive plants (A), community invasibility index (B), community stability index (C) and environmental factors The standard path coefficients were shown on arrows; R2 means the rate of explanation; * P<0.05;** P<0.01
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