Journal of Desert Research ›› 2022, Vol. 42 ›› Issue (3): 178-186.DOI: 10.7522/j.issn.1000-694X.2021.00147
Shiyang Chen1,2(), Rong Yang1(
), Yongzhong Su1, Zeyu Du1,2
Received:
2021-08-03
Revised:
2021-12-13
Online:
2022-05-20
Published:
2022-06-01
Contact:
Rong Yang
CLC Number:
Shiyang Chen, Rong Yang, Yongzhong Su, Zeyu Du. Characteristics of soil respiration in farmland of Hexi oasis and its response to long-term fertilization[J]. Journal of Desert Research, 2022, 42(3): 178-186.
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URL: http://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2021.00147
处理 | M3 | NP3 | NP1M3 | NPK1 | NPK2 | NPK3 | NPK1M3 | NPK2M2 | NPK3M1 |
---|---|---|---|---|---|---|---|---|---|
相关系数 | 0.601 | 0.383 | 0.425 | 0.498 | 0.624 | 0.638 | 0.466 | 0.517 | 0.551 |
显著性 | 0.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Table 1 Correlation between diurnal variation of soil respiration and soil temperature
处理 | M3 | NP3 | NP1M3 | NPK1 | NPK2 | NPK3 | NPK1M3 | NPK2M2 | NPK3M1 |
---|---|---|---|---|---|---|---|---|---|
相关系数 | 0.601 | 0.383 | 0.425 | 0.498 | 0.624 | 0.638 | 0.466 | 0.517 | 0.551 |
显著性 | 0.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
处理 | 拟合方程 | R2 | 样本数 | P | 土壤呼吸温度敏感性系数Q10 |
---|---|---|---|---|---|
M3 | Rs=3.828e0.037T | 0.375 | 60 | <0.01 | 1.448 |
NP3 | Rs=2.663e0.041T | 0.204 | 60 | <0.01 | 1.507 |
NP1M3 | Rs=2.906e0.035T | 0.199 | 60 | <0.01 | 1.419 |
NPK1 | Rs=2.372e0.041T | 0.269 | 60 | <0.01 | 1.507 |
NPK2 | Rs=2.818e0.035T | 0.391 | 60 | <0.01 | 1.419 |
NPK3 | Rs=2.121e0.047T | 0.448 | 60 | <0.01 | 1.600 |
NPK1M3 | Rs=3.001e0.036T | 0.242 | 60 | <0.01 | 1.433 |
NPK2M2 | Rs=2.563e0.042T | 0.297 | 60 | <0.01 | 1.522 |
NPK3M1 | Rs=2.683e0.041T | 0.299 | 60 | <0.01 | 1.507 |
Table 2 Fitted equation parameters of soil respiration rate with soil temperature and temperature sensitivity of soil respiration rate ( Q10 )
处理 | 拟合方程 | R2 | 样本数 | P | 土壤呼吸温度敏感性系数Q10 |
---|---|---|---|---|---|
M3 | Rs=3.828e0.037T | 0.375 | 60 | <0.01 | 1.448 |
NP3 | Rs=2.663e0.041T | 0.204 | 60 | <0.01 | 1.507 |
NP1M3 | Rs=2.906e0.035T | 0.199 | 60 | <0.01 | 1.419 |
NPK1 | Rs=2.372e0.041T | 0.269 | 60 | <0.01 | 1.507 |
NPK2 | Rs=2.818e0.035T | 0.391 | 60 | <0.01 | 1.419 |
NPK3 | Rs=2.121e0.047T | 0.448 | 60 | <0.01 | 1.600 |
NPK1M3 | Rs=3.001e0.036T | 0.242 | 60 | <0.01 | 1.433 |
NPK2M2 | Rs=2.563e0.042T | 0.297 | 60 | <0.01 | 1.522 |
NPK3M1 | Rs=2.683e0.041T | 0.299 | 60 | <0.01 | 1.507 |
处理 | 拟合方程 | R2 | 样本数 | P | 平均土壤湿度/% |
---|---|---|---|---|---|
M3 | Rs=1.222θ2-0.051θ+1.791 | 0.113 | 60 | <0.05 | 12.8 |
NP3 | Rs=8.485e-0.021θ | 0.077 | 60 | <0.05 | 11.6 |
NP1M3 | Rs=0.219θ2-0.013θ+6.090 | 0.154 | 60 | <0.01 | 14.2 |
NPK1 | Rs=0.346θ2-0.018θ+4.954 | 0.288 | 60 | <0.01 | 13.3 |
NPK2 | Rs=-0.119θ2+0.001θ+7.48 | 0.137 | 60 | <0.05 | 13.3 |
NPK3 | Rs=0.817θ2-0.040θ+2.472 | 0.364 | 60 | <0.01 | 12.0 |
NPK1M3 | Rs=0.782θ2-0.030θ+1.977 | 0.189 | 60 | <0.01 | 14.3 |
NPK2M2 | Rs=0.084θ2-0.010θ+7.206 | 0.266 | 60 | <0.01 | 13.3 |
NPK3M1 | Rs=0.571θ2-0.032θ+4.766 | 0.345 | 60 | <0.01 | 11.8 |
Table 3 Fitted equation parameters of soil respiration rate with soil moisture and average soil moisture
处理 | 拟合方程 | R2 | 样本数 | P | 平均土壤湿度/% |
---|---|---|---|---|---|
M3 | Rs=1.222θ2-0.051θ+1.791 | 0.113 | 60 | <0.05 | 12.8 |
NP3 | Rs=8.485e-0.021θ | 0.077 | 60 | <0.05 | 11.6 |
NP1M3 | Rs=0.219θ2-0.013θ+6.090 | 0.154 | 60 | <0.01 | 14.2 |
NPK1 | Rs=0.346θ2-0.018θ+4.954 | 0.288 | 60 | <0.01 | 13.3 |
NPK2 | Rs=-0.119θ2+0.001θ+7.48 | 0.137 | 60 | <0.05 | 13.3 |
NPK3 | Rs=0.817θ2-0.040θ+2.472 | 0.364 | 60 | <0.01 | 12.0 |
NPK1M3 | Rs=0.782θ2-0.030θ+1.977 | 0.189 | 60 | <0.01 | 14.3 |
NPK2M2 | Rs=0.084θ2-0.010θ+7.206 | 0.266 | 60 | <0.01 | 13.3 |
NPK3M1 | Rs=0.571θ2-0.032θ+4.766 | 0.345 | 60 | <0.01 | 11.8 |
处理 | 有机质/(g·kg-1) | 全氮/(g·kg-1) | 全磷/(g·kg-1) | 碱解氮/(mg·kg-1) | pH值 | 容重/(g·cm-3) | 产量/(kg·hm-2) |
---|---|---|---|---|---|---|---|
M3 | 23.57±0.98a | 2.00±0.08a | 1.40±0.04c | 99.25±2.73a | 8.58±0.02b | 1.25±0.05b | 13 456±617ab |
NP3 | 9.06±1.01de | 1.17±0.05cd | 1.85±0.09b | 40.82±4.21cd | 8.80±0.04a | 1.43±0.06a | 10 221±1000b |
NP1M3 | 10.24±0.12d | 1.31±0.03c | 1.49±0.03c | 48.27±1.60c | 8.78±0.01a | 1.46±0.02a | 11 943±470b |
NPK1 | 8.32±0.72de | 1.13±0.03d | 1.29±0.06c | 41.29±2.77cd | 8.84±0.01a | 1.47±0.01a | 11 465±834b |
NPK2 | 7.05±0.71e | 1.05±0.03d | 1.50±0.03c | 36.46±2.36d | 8.79±0.05a | 1.43±0.03a | 11 792±369b |
NPK3 | 9.10±0.27de | 1.15±0.03cd | 2.17±0.15a | 42.81±0.68cd | 8.61±0.08b | 1.43±0.01a | 12 812±719ab |
NPK1M3 | 21.94±1.21a | 1.93±0.10a | 1.68±0.03bc | 93.56±6.03a | 8.53±0.03b | 1.27±0.03b | 12 596±662ab |
NPK2M2 | 18.16±1.70b | 1.68±0.05b | 1.75±0.08b | 73.75±5.72b | 8.52±0.01b | 1.31±0.02b | 14 111±755a |
NPK3M1 | 14.31±0.71c | 1.54±0.04b | 2.04±0.11ab | 65.28±2.92c | 8.52±0.03b | 1.38±0.02ab | 12 925±667ab |
Table 4 Effects of continuous fertilization on soil properties and maize yield
处理 | 有机质/(g·kg-1) | 全氮/(g·kg-1) | 全磷/(g·kg-1) | 碱解氮/(mg·kg-1) | pH值 | 容重/(g·cm-3) | 产量/(kg·hm-2) |
---|---|---|---|---|---|---|---|
M3 | 23.57±0.98a | 2.00±0.08a | 1.40±0.04c | 99.25±2.73a | 8.58±0.02b | 1.25±0.05b | 13 456±617ab |
NP3 | 9.06±1.01de | 1.17±0.05cd | 1.85±0.09b | 40.82±4.21cd | 8.80±0.04a | 1.43±0.06a | 10 221±1000b |
NP1M3 | 10.24±0.12d | 1.31±0.03c | 1.49±0.03c | 48.27±1.60c | 8.78±0.01a | 1.46±0.02a | 11 943±470b |
NPK1 | 8.32±0.72de | 1.13±0.03d | 1.29±0.06c | 41.29±2.77cd | 8.84±0.01a | 1.47±0.01a | 11 465±834b |
NPK2 | 7.05±0.71e | 1.05±0.03d | 1.50±0.03c | 36.46±2.36d | 8.79±0.05a | 1.43±0.03a | 11 792±369b |
NPK3 | 9.10±0.27de | 1.15±0.03cd | 2.17±0.15a | 42.81±0.68cd | 8.61±0.08b | 1.43±0.01a | 12 812±719ab |
NPK1M3 | 21.94±1.21a | 1.93±0.10a | 1.68±0.03bc | 93.56±6.03a | 8.53±0.03b | 1.27±0.03b | 12 596±662ab |
NPK2M2 | 18.16±1.70b | 1.68±0.05b | 1.75±0.08b | 73.75±5.72b | 8.52±0.01b | 1.31±0.02b | 14 111±755a |
NPK3M1 | 14.31±0.71c | 1.54±0.04b | 2.04±0.11ab | 65.28±2.92c | 8.52±0.03b | 1.38±0.02ab | 12 925±667ab |
指标 | 有机质 | 全氮 | 全磷 | 碱解氮 | pH值 | 容重 | 产量 |
---|---|---|---|---|---|---|---|
相关系数 | 0.484 | 0.497 | -0.258 | 0.469 | -0.112 | -0.392 | 0.093 |
显著性 | 0.011 | 0.008 | 0.195 | 0.014 | 0.579 | 0.043 | 0.645 |
Table 5 Linear correlation coefficients among soil respiration rate and soil chemical properties
指标 | 有机质 | 全氮 | 全磷 | 碱解氮 | pH值 | 容重 | 产量 |
---|---|---|---|---|---|---|---|
相关系数 | 0.484 | 0.497 | -0.258 | 0.469 | -0.112 | -0.392 | 0.093 |
显著性 | 0.011 | 0.008 | 0.195 | 0.014 | 0.579 | 0.043 | 0.645 |
公因子 | 因素分量 | 特征值 | 贡献率/% | 累积贡献率/% |
---|---|---|---|---|
F1 | 有机质、全氮、全碳、碱解氮、速效钾、容重 | 7.4 | 56.92 | 56.92 |
F2 | 砂粒、粉粒、黏粒 | 2.6 | 20.24 | 77.16 |
F3 | 全磷、速效磷 | 1.7 | 13.45 | 90.61 |
Table 6 The eigenvalues and variance of principal component analysis on influencing factors for soil respiration
公因子 | 因素分量 | 特征值 | 贡献率/% | 累积贡献率/% |
---|---|---|---|---|
F1 | 有机质、全氮、全碳、碱解氮、速效钾、容重 | 7.4 | 56.92 | 56.92 |
F2 | 砂粒、粉粒、黏粒 | 2.6 | 20.24 | 77.16 |
F3 | 全磷、速效磷 | 1.7 | 13.45 | 90.61 |
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