Scientia Silvae Sinicae ›› 2020, Vol. 56 ›› Issue (2): 12-23.doi: 10.11707/j.1001-7488.20200202
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Xinwei Feng1,Zhiqiang Zhang1,*,Hang Xu1,Jiang Lü2,Haiquan Zhang2,Xiangxue Meng2
Received:
2018-12-24
Online:
2020-02-25
Published:
2020-03-17
Contact:
Zhiqiang Zhang
CLC Number:
Xinwei Feng,Zhiqiang Zhang,Hang Xu,Jiang Lü,Haiquan Zhang,Xiangxue Meng. Time-Lag Responses of Net Ecosystem Carbon Exchange to Environmental Factors in a Populus×euramericana Plantation[J]. Scientia Silvae Sinicae, 2020, 56(2): 12-23.
Fig.4
Time-lag anal ysis of NEE with Ta, T5, PAR, VPD, and VWC25 during the daytime, respectively The middle black line of the rectangular box represents the median value of the cross-correlation coefficient. The upper and lower edges represent the third quartile (Q3) and the first quartile (Q1), respectively. The difference value between the two quartiles is the interquartile range (IQR). The vertical endpoint extending upward from the rectangular box indicates the maximum value (Q3+1.5IQR), while the vertical endpoint extending downward shows the minimum value (Q1-1.5IQR). And the black points beside the two endpoints are the outliers. The same below. "
Table 1
Partial correlation coefficient of NEE with Ta, T5, PAR and VPD, respectively"
分析变量 Analyzed variable | 控制变量 Control variable | 消除时滞前 Before eliminating time-lag | 消除时滞后 After eliminating time-lag | |||
偏相关系数 Partial correlation coefficient | P | 偏相关系数 Partial correlation coefficient | P | |||
NEE-Ta | T5, PAR, VPD | -0.117 | < 0.000 1 | -0.196 | < 0.000 1 | |
NEE-T5 | Ta, PAR, VPD | 0.020 | 0.224 8 | 0.069 | 0.005 1 | |
NEE-PAR | Ta, T5, VPD | -0.531 | < 0.000 1 | -0.480 | < 0.000 1 | |
NEE-VPD | Ta, T5, PAR | 0.200 | < 0.000 1 | 0.074 | 0.002 5 |
Table 2
Eigenvalue and contribution rate of four environmental factors (Ta, T5, PAR, and VPD)"
主成分 Principal component | 消除时滞前Before eliminating time-lag | 消除时滞后After eliminating time-lag | |||||
特征值 Eigenvalue | 贡献率 Contribution rate(%) | 累计贡献率 Cumulative contribution rate(%) | 特征值 Eigenvalue | 贡献率 Contribution rate(%) | 累计贡献率 Cumulative contribution rate(%) | ||
1 | 2.996 8 | 74.92 | 74.92 | 3.033 9 | 75.85 | 75.85 | |
2 | 0.706 0 | 17.65 | 92.57 | 0.684 9 | 17.12 | 92.97 | |
3 | 0.237 1 | 5.93 | 98.50 | 0.217 5 | 5.44 | 98.41 | |
4 | 0.060 1 | 1.50 | 100.00 | 0.063 7 | 1.59 | 100.00 |
Table 3
Principal component loads of four environmental factors (Ta, T5, PAR, and VPD)"
主成分 Principal component | 消除时滞前Before eliminating time-lag | 消除时滞后After eliminating time-lag | |||||||
Ta | T5 | PAR | VPD | Ta | T5 | PAR | VPD | ||
1 | 0.523 | 0.533 | 0.419 | 0.517 | 0.508 | 0.524 | 0.465 | 0.502 | |
2 | 0.446 | 0.390 | -0.772 | -0.228 | 0.524 | 0.426 | -0.618 | -0.402 | |
3 | 0.223 | 0.207 | 0.477 | -0.824 | -0.244 | -0.606 | 0.754 | ||
4 | 0.691 | -0.722 | 0.681 | -0.696 | 0.184 | -0.133 |
Table 4
Regression analysis between net ecosystem exchange of CO2 (NEE) and comprehensive environmental factors(C and C')"
回归模型 Regression model | 消除时滞前 Before eliminating time-lag | 消除时滞后 After eliminating time-lag | |||||
回归方程Equation | R2 | P | 回归方程Equation | R2 | P | ||
线性模型Linear model | NEE=-0.064 C-4.328 | 0.377 | < 0.000 1 | NEE=-0.060 C’ - 1.640 | 0.505 | < 0.000 1 | |
对数模型Logarithmic model | NEE=-8.692ln C + 27.317 | 0.450 | < 0.000 1 | NEE=-8.272ln C’ + 27.773 | 0.531 | < 0.000 1 | |
双曲线模型 Hyperbolic model | NEE=504.708/C - 20.335 | 0.346 | < 0.000 1 | NEE=472.913/C’ - 17.500 | 0.371 | < 0.000 1 |
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