Chin J Plant Ecol ›› 2019, Vol. 43 ›› Issue (1): 65-76.DOI: 10.17521/cjpe.2018.0211
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CHEN Lin, WANG Lei, YANG Xin-Guo, SONG Nai-Ping(), LI Yue-Fei, SU Ying, BIAN Ying-Ying, ZHU Zhong-You, MENG Wen-Ting
Received:
2018-08-25
Accepted:
2018-12-14
Online:
2019-01-20
Published:
2019-04-25
Contact:
SONG Nai-Ping
Supported by:
CHEN Lin, WANG Lei, YANG Xin-Guo, SONG Nai-Ping, LI Yue-Fei, SU Ying, BIAN Ying-Ying, ZHU Zhong-You, MENG Wen-Ting. Reproductive characteristics of Artemisia scoparia and the analysis of the underlying soil drivers in a desert steppe of China[J]. Chin J Plant Ecol, 2019, 43(1): 65-76.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2018.0211
土壤特性 Soil property | ASS | SS | WB | ANOVA | |
---|---|---|---|---|---|
F | p | ||||
Ceo (mg·g-1) | 1.022 ± 0.760 | 1.088 ± 1.065 | 0.639 ± 0.337 | 2.192 | 0.115 |
Cws (mg·g-1) | 0.048 ± 0.178 | 0.209 ± 0.439 | 0.297 ± 0.557 | 7.006 | <0.001*** |
Co (%) | 0.449 ± 0.477 | 0.450 ± 0.187 | 0.424 ± 0.139 | 0.042 | 0.959 |
Ct (%) | 0.541 ± 0.242 | 0.605 ± 0.401 | 0.654 ± 0.268 | 1.594 | 0.206 |
AP (mg·kg-1) | 2.776 ± 1.875 | 2.625 ± 1.854 | 1.755 ± 1.170 | 2.672 | 0.072 |
AK (mg·kg-1) | 81.592 ± 37.170 | 71.040 ± 40.591 | 70.963 ± 40.242 | 1.668 | 0.192 |
AN (mg·kg-1) | 230.668 ± 123.556 | 191.756 ± 54.719 | 237.687 ± 285.222 | 1.787 | 0.170 |
TN (%) | 0.034 ± 0.013 | 0.040 ± 0.013 | 0.027 ± 0.011 | 9.938 | <0.001*** |
TP (%) | 0.029 ± 0.013 | 0.037 ± 0.010 | 0.038 ± 0.010 | 10.480 | <0.001*** |
pH | 9.076 ± 0.209 | 9.092 ± 0.165 | 9.090 ± 0.288 | 0.191 | 0.827 |
TS (g·kg-1) | 0.265 ± 0.045 | 0.315 ± 0.198 | 0.317 ± 0.155 | 3.409 | 0.035* |
Ms. 10 cm (%) | 7.591 ± 1.997 | 10.268 ± 3.757 | 8.990 ± 2.813 | 17.556 | <0.001*** |
Ms. 20 cm (%) | 7.309 ± 2.588 | 9.902 ± 4.008 | 8.768 ± 1.898 | 13.529 | <0.001*** |
Ms. 0-20 cm (%) | 7.489 ± 1.707 | 10.031 ± 3.274 | 8.747 ± 1.652 | 22.330 | <0.001*** |
SH. 5 cm (kPa) | 1 003.436 ± 516.201 | 1 245.283 ± 796.110 | 1 060.000 ± 560.993 | 2.824 | 0.062 |
SH. 10 cm (kPa) | 1 377.634 ± 709.554 | 1 697.746 ± 1 196.433 | 1 611.250 ± 870.530 | 2.058 | 0.131 |
SH. 20 cm (kPa) | 2 032.554 ± 1303.646 | 2 465.967 ± 1 338.089 | 2 281.400 ± 1 124.882 | 2.140 | 0.121 |
SH. 0-20 cm (kPa) | 1 471.208 ± 678.777 | 1 807.194 ± 896.430 | 1 659.950 ± 726.002 | 3.714 | 0.026* |
Table 1 Comparisons of soil properties in three soil types from the different habitats of Artemisia scoparia (mean ± SE)
土壤特性 Soil property | ASS | SS | WB | ANOVA | |
---|---|---|---|---|---|
F | p | ||||
Ceo (mg·g-1) | 1.022 ± 0.760 | 1.088 ± 1.065 | 0.639 ± 0.337 | 2.192 | 0.115 |
Cws (mg·g-1) | 0.048 ± 0.178 | 0.209 ± 0.439 | 0.297 ± 0.557 | 7.006 | <0.001*** |
Co (%) | 0.449 ± 0.477 | 0.450 ± 0.187 | 0.424 ± 0.139 | 0.042 | 0.959 |
Ct (%) | 0.541 ± 0.242 | 0.605 ± 0.401 | 0.654 ± 0.268 | 1.594 | 0.206 |
AP (mg·kg-1) | 2.776 ± 1.875 | 2.625 ± 1.854 | 1.755 ± 1.170 | 2.672 | 0.072 |
AK (mg·kg-1) | 81.592 ± 37.170 | 71.040 ± 40.591 | 70.963 ± 40.242 | 1.668 | 0.192 |
AN (mg·kg-1) | 230.668 ± 123.556 | 191.756 ± 54.719 | 237.687 ± 285.222 | 1.787 | 0.170 |
TN (%) | 0.034 ± 0.013 | 0.040 ± 0.013 | 0.027 ± 0.011 | 9.938 | <0.001*** |
TP (%) | 0.029 ± 0.013 | 0.037 ± 0.010 | 0.038 ± 0.010 | 10.480 | <0.001*** |
pH | 9.076 ± 0.209 | 9.092 ± 0.165 | 9.090 ± 0.288 | 0.191 | 0.827 |
TS (g·kg-1) | 0.265 ± 0.045 | 0.315 ± 0.198 | 0.317 ± 0.155 | 3.409 | 0.035* |
Ms. 10 cm (%) | 7.591 ± 1.997 | 10.268 ± 3.757 | 8.990 ± 2.813 | 17.556 | <0.001*** |
Ms. 20 cm (%) | 7.309 ± 2.588 | 9.902 ± 4.008 | 8.768 ± 1.898 | 13.529 | <0.001*** |
Ms. 0-20 cm (%) | 7.489 ± 1.707 | 10.031 ± 3.274 | 8.747 ± 1.652 | 22.330 | <0.001*** |
SH. 5 cm (kPa) | 1 003.436 ± 516.201 | 1 245.283 ± 796.110 | 1 060.000 ± 560.993 | 2.824 | 0.062 |
SH. 10 cm (kPa) | 1 377.634 ± 709.554 | 1 697.746 ± 1 196.433 | 1 611.250 ± 870.530 | 2.058 | 0.131 |
SH. 20 cm (kPa) | 2 032.554 ± 1303.646 | 2 465.967 ± 1 338.089 | 2 281.400 ± 1 124.882 | 2.140 | 0.121 |
SH. 0-20 cm (kPa) | 1 471.208 ± 678.777 | 1 807.194 ± 896.430 | 1 659.950 ± 726.002 | 3.714 | 0.026* |
繁殖特征 Reproductive characteristic | 土壤类型 Soil type | 最大值 Max value | 最小值 Min value | 平均值 Average | 标准偏差 Standard deviation | 变异系数 Coefficient of variation |
---|---|---|---|---|---|---|
Sai | ASS | 157.89 | 0.16 | 7.07 | 19.75 | 2.79 |
SS | 138.22 | 0.25 | 10.60 | 25.62 | 2.42 | |
WB | 4.02 | 0.29 | 1.28 | 1.23 | 0.95 | |
Ra | ASS | 0.78 | 0.05 | 0.54 | 0.13 | 0.24 |
SS | 0.73 | 0.21 | 0.52 | 0.11 | 0.20 | |
WB | 0.61 | 0.33 | 0.49 | 0.08 | 0.14 | |
Ni | ASS | 108 841.00 | 107.00 | 4 700.94 | 14 557.55 | 3.07 |
SS | 79 019.00 | 122.00 | 7 283.31 | 17 272.63 | 2.37 | |
WB | 3 414.00 | 202.00 | 941.47 | 988.64 | 1.05 | |
Me | ASS | 42.2 | 1.8 | 8.1 | 4.7 | 5.5 |
SS | 15.0 | 2.9 | 7.2 | 2.3 | 3.2 | |
WB | 7.7 | 4.7 | 6.1 | 1.0 | 1.6 | |
Ma | ASS | 71.25 | 0.06 | 3.25 | 9.14 | 2.79 |
SS | 68.30 | 0.06 | 4.82 | 12.41 | 2.58 | |
WB | 2.13 | 0.14 | 0.59 | 0.63 | 1.06 |
Table 2 Reproductive characteristics of Artemisia scoparia
繁殖特征 Reproductive characteristic | 土壤类型 Soil type | 最大值 Max value | 最小值 Min value | 平均值 Average | 标准偏差 Standard deviation | 变异系数 Coefficient of variation |
---|---|---|---|---|---|---|
Sai | ASS | 157.89 | 0.16 | 7.07 | 19.75 | 2.79 |
SS | 138.22 | 0.25 | 10.60 | 25.62 | 2.42 | |
WB | 4.02 | 0.29 | 1.28 | 1.23 | 0.95 | |
Ra | ASS | 0.78 | 0.05 | 0.54 | 0.13 | 0.24 |
SS | 0.73 | 0.21 | 0.52 | 0.11 | 0.20 | |
WB | 0.61 | 0.33 | 0.49 | 0.08 | 0.14 | |
Ni | ASS | 108 841.00 | 107.00 | 4 700.94 | 14 557.55 | 3.07 |
SS | 79 019.00 | 122.00 | 7 283.31 | 17 272.63 | 2.37 | |
WB | 3 414.00 | 202.00 | 941.47 | 988.64 | 1.05 | |
Me | ASS | 42.2 | 1.8 | 8.1 | 4.7 | 5.5 |
SS | 15.0 | 2.9 | 7.2 | 2.3 | 3.2 | |
WB | 7.7 | 4.7 | 6.1 | 1.0 | 1.6 | |
Ma | ASS | 71.25 | 0.06 | 3.25 | 9.14 | 2.79 |
SS | 68.30 | 0.06 | 4.82 | 12.41 | 2.58 | |
WB | 2.13 | 0.14 | 0.59 | 0.63 | 1.06 |
Fig. 2 Pearson’s correlation for reproductive characteristics and plant characteristics of Artemisia scoparia. AB, aboveground biomass (g); Cov, coverage (%); CW, crown width (cm2); Hei, average height (cm); Ma, capitulum mass of each individual plant (g); Me, each acptitulum mass (g × 10-4); Ni, capitulum number of each individual plant; Ra, reproductive allocation; RB, reproductive biomass (g); RL, root length (cm); RS, root/shoot ratio; RW, root biomass (g); Sai, total biomass (g); SB, stem biomass (g); SD, stem diameter (mm). * meant the relevant level; *, p < 0.05; **, p < 0.01; ***, p < 0.001.
Fig. 3 Relationship between reproductive characters and soil factors in redundancy analyses. A, aeolian sand soil. B, calcareous soil. C, weathered residual soil. D, comprehensive analysis of three soil types. Ma, capitulum mass of each individual plant (g); Me, each acptitulum mass (g × 10-4); Ni, capitulum number of each individual plant; Ra, reproductive allocation. AK, available potassium content; AN, available nitrogen content; AP, available phosphorus content; Ceo, easily oxidized organic carbon content; Co, organic carbon content; Ct, total carbon content; Cws, water soluble carbon content; Ms. 10 cm, soil water content of 0-10 cm; Ms. 20 cm, soil water content of 10-20 cm; Ms. 0-20 cm, the average soil water content of 0-20 cm; pH, pH value; SH. 5 cm, soil hardness of 0-5 cm; SH. 10 cm, soil hardness of 5-10 cm; SH. 20 cm, soil hardness of 10-20 cm; SH. 0-20 cm, the average soil hardness of 0-20 cm; TN, total nitrogen content; TP, total phosphorus content; TS, total salt content.
土壤因子 Soil indicator | ASS | SS | WB | 综合分析 Comprehensive analysis | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | |
AK | 0.10 | < 0.1 | 0.817 | 6.02 | 3.7 | 0.053 | 3.10 | 0.6 | 0.468 | 1.45 | 2.6 | 0.101 |
AN | 0.66 | 0.7 | 0.424 | 10.04 | 6.5 | 0.014 | 0.20 | < 0.1 | 0.933 | <0.01 | < 0.1 | 0.969 |
AP | 0.02 | < 0.1 | 0.973 | 2.44 | 1.4 | 0.227 | 21.90 | 5.0 | 0.035 | 0.06 | 0.1 | 0.803 |
Ceo | 0.28 | 0.3 | 0.613 | 0.33 | 0.2 | 0.685 | 0.30 | < 0.1 | 0.841 | 0.05 | < 0.1 | 0.807 |
Co | 1.34 | 1.3 | 0.247 | 4.17 | 2.5 | 0.112 | 2.70 | 0.5 | 0.487 | 0.28 | 0.5 | 0.468 |
pH | 2.16 | 2.2 | 0.132 | 0.80 | 0.5 | 0.494 | 0.10 | < 0.1 | 0.910 | 1.18 | 2.1 | 0.144 |
SH | 0.25 | 0.2 | 0.644 | 0.55 | 0.3 | 0.590 | 43.60 | 13.9 | 0.002 | 0.17 | 0.3 | 0.593 |
SH. 5 cm | 1.57 | 1.6 | 0.208 | 1.93 | 1.1 | 0.282 | 20.90 | 4.8 | 0.038 | 0.27 | 0.5 | 0.499 |
SH. 10 cm | 0.36 | 0.4 | 0.572 | 0.12 | < 0.1 | 0.849 | 29.00 | 7.3 | 0.014 | 0.31 | 0.6 | 0.466 |
SH. 20 cm | 0.11 | 0.1 | 0.783 | 5.25 | 3.2 | 0.071 | 37.30 | 10.7 | 0.004 | 0.05 | < 0.1 | 0.820 |
Ms | 6.44 | 6.8 | 0.011 | 47.88 | 53.3 | < 0.001 | 32.40 | 8.6 | 0.007 | 16.89 | 36.4 | < 0.001 |
Ms. 10 cm | 8.46 | 9.2 | 0.003 | 43.20 | 44.1 | < 0.001 | 15.40 | 3.3 | 0.084 | 16.62 | 35.7 | < 0.001 |
Ms. 20 cm | 0.68 | 0.7 | 0.407 | 35.26 | 31.6 | < 0.001 | 18.20 | 4.0 | 0.062 | 8.79 | 17.3 | < 0.001 |
Ct | 2.81 | 2.9 | 0.087 | 0.71 | 0.4 | 0.484 | 3.00 | 0.6 | 0.471 | 0.26 | 0.5 | 0.497 |
TN | 0.66 | 0.7 | 0.421 | 0.18 | 0.1 | 0.790 | 16.70 | 3.6 | 0.071 | 0.10 | 0.2 | 0.706 |
TP | 0.13 | 0.1 | 0.769 | 0.98 | 0.6 | 0.467 | 55.40 | 22.3 | < 0.001 | 1.32 | 2.4 | 0.122 |
TS | 5.36 | 5.6 | 0.018 | 0.61 | 0.4 | 0.486 | 12.20 | 2.5 | 0.121 | 0.34 | 0.6 | 0.435 |
Cws | 6.87 | 7.3 | 0.008 | 22.10 | 16.5 | < 0.001 | 71.70 | 45.6 | < 0.001 | 19.90 | 44.5 | < 0.001 |
Table 3 Variance explained by soil indicators and significance of the test results
土壤因子 Soil indicator | ASS | SS | WB | 综合分析 Comprehensive analysis | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | 解释量 Variance explained (%) | F | p | |
AK | 0.10 | < 0.1 | 0.817 | 6.02 | 3.7 | 0.053 | 3.10 | 0.6 | 0.468 | 1.45 | 2.6 | 0.101 |
AN | 0.66 | 0.7 | 0.424 | 10.04 | 6.5 | 0.014 | 0.20 | < 0.1 | 0.933 | <0.01 | < 0.1 | 0.969 |
AP | 0.02 | < 0.1 | 0.973 | 2.44 | 1.4 | 0.227 | 21.90 | 5.0 | 0.035 | 0.06 | 0.1 | 0.803 |
Ceo | 0.28 | 0.3 | 0.613 | 0.33 | 0.2 | 0.685 | 0.30 | < 0.1 | 0.841 | 0.05 | < 0.1 | 0.807 |
Co | 1.34 | 1.3 | 0.247 | 4.17 | 2.5 | 0.112 | 2.70 | 0.5 | 0.487 | 0.28 | 0.5 | 0.468 |
pH | 2.16 | 2.2 | 0.132 | 0.80 | 0.5 | 0.494 | 0.10 | < 0.1 | 0.910 | 1.18 | 2.1 | 0.144 |
SH | 0.25 | 0.2 | 0.644 | 0.55 | 0.3 | 0.590 | 43.60 | 13.9 | 0.002 | 0.17 | 0.3 | 0.593 |
SH. 5 cm | 1.57 | 1.6 | 0.208 | 1.93 | 1.1 | 0.282 | 20.90 | 4.8 | 0.038 | 0.27 | 0.5 | 0.499 |
SH. 10 cm | 0.36 | 0.4 | 0.572 | 0.12 | < 0.1 | 0.849 | 29.00 | 7.3 | 0.014 | 0.31 | 0.6 | 0.466 |
SH. 20 cm | 0.11 | 0.1 | 0.783 | 5.25 | 3.2 | 0.071 | 37.30 | 10.7 | 0.004 | 0.05 | < 0.1 | 0.820 |
Ms | 6.44 | 6.8 | 0.011 | 47.88 | 53.3 | < 0.001 | 32.40 | 8.6 | 0.007 | 16.89 | 36.4 | < 0.001 |
Ms. 10 cm | 8.46 | 9.2 | 0.003 | 43.20 | 44.1 | < 0.001 | 15.40 | 3.3 | 0.084 | 16.62 | 35.7 | < 0.001 |
Ms. 20 cm | 0.68 | 0.7 | 0.407 | 35.26 | 31.6 | < 0.001 | 18.20 | 4.0 | 0.062 | 8.79 | 17.3 | < 0.001 |
Ct | 2.81 | 2.9 | 0.087 | 0.71 | 0.4 | 0.484 | 3.00 | 0.6 | 0.471 | 0.26 | 0.5 | 0.497 |
TN | 0.66 | 0.7 | 0.421 | 0.18 | 0.1 | 0.790 | 16.70 | 3.6 | 0.071 | 0.10 | 0.2 | 0.706 |
TP | 0.13 | 0.1 | 0.769 | 0.98 | 0.6 | 0.467 | 55.40 | 22.3 | < 0.001 | 1.32 | 2.4 | 0.122 |
TS | 5.36 | 5.6 | 0.018 | 0.61 | 0.4 | 0.486 | 12.20 | 2.5 | 0.121 | 0.34 | 0.6 | 0.435 |
Cws | 6.87 | 7.3 | 0.008 | 22.10 | 16.5 | < 0.001 | 71.70 | 45.6 | < 0.001 | 19.90 | 44.5 | < 0.001 |
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