植物生态学报 ›› 2019, Vol. 43 ›› Issue (10): 889-898.DOI: 10.17521/cjpe.2019.0214
李鑫豪1,2,闫慧娟1,2,卫腾宙1,2,周文君1,2,贾昕1,2,3,查天山1,2,3,*()
收稿日期:
2019-08-07
接受日期:
2019-10-14
出版日期:
2019-10-20
发布日期:
2020-02-24
通讯作者:
查天山
基金资助:
LI Xin-Hao1,2,YAN Hui-Juan1,2,WEI Teng-Zhou1,2,ZHOU Wen-Jun1,2,JIA Xin1,2,3,ZHA Tian-Shan1,2,3,*()
Received:
2019-08-07
Accepted:
2019-10-14
Online:
2019-10-20
Published:
2020-02-24
Contact:
ZHA Tian-Shan
Supported by:
摘要:
为了探明西北半干旱区典型沙生植物油蒿(Artemisia ordosica)叶水平资源利用效率的相对变化及对环境因子的响应机制, 该研究于2018年5-10月, 使用LI-6400XT便携式光合仪测定了毛乌素沙地油蒿叶片的净光合速率(Pn)、蒸腾速率(E)、叶表面光合有效辐射(PARl)、叶表面温度(Tl)、叶表面相对湿度(RHl), 在实验室计算叶片单位面积氮含量(Narea), 分析了叶片氮利用效率(NUE)、水分利用效率(WUE)、光利用效率(LUE)与环境因子之间的关系及NUE、WUE、LUE之间的相对变化。研究结果表明, 在充足且稳定光强下油蒿的Pn主要受温度的影响, NUE、WUE与VPDl、Tl之间具有显著负相关关系, NUE、WUE与LUE间为正相关关系, NUE、WUE和LUE最大值分别发生在5、7和9月, 分别为9.43 μmol CO2·g-1·s-1、3.86 mmol·mol-1、0.04 mol·mol-1, 资源利用效率的变化主要受Pn的影响。温度通过影响植物N分配来改变Pn, 进而影响着资源利用效率, WUE与LUE显著正相关, 对构建荒漠区生态系统能量交换过程模型有重要意义。
李鑫豪, 闫慧娟, 卫腾宙, 周文君, 贾昕, 查天山. 油蒿资源利用效率在生长季的相对变化及对环境因子的响应. 植物生态学报, 2019, 43(10): 889-898. DOI: 10.17521/cjpe.2019.0214
LI Xin-Hao, YAN Hui-Juan, WEI Teng-Zhou, ZHOU Wen-Jun, JIA Xin, ZHA Tian-Shan. Relative changes of resource use efficiencies and their responses to environmental factors in Artemisia ordosica during growing season. Chinese Journal of Plant Ecology, 2019, 43(10): 889-898. DOI: 10.17521/cjpe.2019.0214
图1 毛乌素沙地油蒿样地环境因子日均值的动态变化。P, 降水量; PARa, 光合有效辐射; RHa, 空气相对湿度; SWC, 土壤含水量; Ta, 空气温度; VPDa, 空气饱和水汽压差。
Fig. 1 Dynamics in daily means of environmental variables from May 1 to October 1 in the sample plots of Artemisia ordosica in Mau Us Sandyland. P, precipitation; PARa, photosynthetically active radiation; RHa, air relative humidity; SWC, soil water content; Ta, air temperature; VPDa, air saturated water vapor pressure difference.
日期 Date (Month-day) | E (mmol·m-2·s-1) | gs (mol·m2·s-1) | Narea (g·m-2) | SLA (cm2·g-1) | LSP (μmol·m-2·s-1) | Pn (μmol·m-2·s-1) | PAR (μmol·m-2·s-1) |
---|---|---|---|---|---|---|---|
05-16 | 14.11 (1.6) | 0.51 (0.03) | 4.29 (1.20) | 61.30 (10.20) | 1 057 (95.1) | 28.78 (5.6) | 1 476.21 (96.7) |
05-22 | 10.60 (2.4) | 0.72 (0.11) | 4.16 (0.41) | 72.77 (12.10) | 1 034 (26.8) | 39.30 (5.1) | 1 787.40 (102.4) |
06-04 | 11.63 (1.9) | 0.38 (0.05) | 4.24 (0.57) | 43.22 (6.07) | 792 (54.7) | 22.40 (4.2) | 1 185.47 (123.7) |
06-13 | 12.84 (1.5) | 0.41 (0.06) | 4.36 (0.81) | 45.55 (5.47) | 784 (43.2) | 22.42 (4.1) | 1 357.43 (111.9) |
06-23 | 16.40 (3.4) | 0.53 (0.09) | 3.85 (0.73) | 61.98 (8.81) | 694 (41.9) | 24.30 (3.6) | 1 260.54 (98.6) |
07-05 | 17.93 (4.1) | 0.48 (0.08) | 3.70 (0.42) | 75.20 (7.34) | 1 119 (80.6) | 21.16 (2.7) | 1 662.20 (89.4) |
07-13 | 16.14 (1.9) | 0.52 (0.12) | 3.61 (0.64) | 60.50 (10.31) | 731 (45.7) | 19.77 (3.4) | 1 319.01 (127.5) |
07-23 | 6.68 (0.9) | 0.37 (0.06) | 3.83 (0.78) | 83.50 (14.81) | 1 234 (56.4) | 33.36 (4.1) | 1 152.30 (131.6) |
08-05 | 5.30 (0.8) | 0.36 (0.09) | 3.83 (0.17) | 60.84 (4.59) | 594 (12.9) | 10.70 (1.9) | 766.48 (234.8) |
08-14 | 8.80 (1.1) | 0.46 (0.10) | 4.04 (0.59) | 56.34 (4.96) | 779 (61.1) | 23.10 (5.1) | 927.46 (194.5) |
08-23 | 12.83 (5.4) | 0.49 (0.14) | 3.95 (0.88) | 58.53 (10.31) | 613 (31.8) | 11.94 (2.7) | 746.55 (84.9) |
09-02 | 14.20 (3.9) | 0.68 (0.22) | 3.91 (0.46) | 72.58 (11.62) | 847 (61.7) | 27.01 (4.1) | 1 148.57 (154.6) |
09-14 | 7.21 (2.1) | 0.63 (0.19) | 3.81 (0.53) | 68.65 (9.96) | 880 (31.1) | 23.34 (4.5) | 1 156.36 (164.8) |
09-23 | 5.68 (1.1) | 0.59 (0.18) | 4.12 (0.33) | 65.02 (8.13) | 764 (26.8) | 20.28 (4.2) | 1 192.83 (147.6) |
表1 毛乌素沙地油蒿的气体交换参数
Table 1 Gas exchange parameters of Artemisia ordosica in Mau Us Sandyland
日期 Date (Month-day) | E (mmol·m-2·s-1) | gs (mol·m2·s-1) | Narea (g·m-2) | SLA (cm2·g-1) | LSP (μmol·m-2·s-1) | Pn (μmol·m-2·s-1) | PAR (μmol·m-2·s-1) |
---|---|---|---|---|---|---|---|
05-16 | 14.11 (1.6) | 0.51 (0.03) | 4.29 (1.20) | 61.30 (10.20) | 1 057 (95.1) | 28.78 (5.6) | 1 476.21 (96.7) |
05-22 | 10.60 (2.4) | 0.72 (0.11) | 4.16 (0.41) | 72.77 (12.10) | 1 034 (26.8) | 39.30 (5.1) | 1 787.40 (102.4) |
06-04 | 11.63 (1.9) | 0.38 (0.05) | 4.24 (0.57) | 43.22 (6.07) | 792 (54.7) | 22.40 (4.2) | 1 185.47 (123.7) |
06-13 | 12.84 (1.5) | 0.41 (0.06) | 4.36 (0.81) | 45.55 (5.47) | 784 (43.2) | 22.42 (4.1) | 1 357.43 (111.9) |
06-23 | 16.40 (3.4) | 0.53 (0.09) | 3.85 (0.73) | 61.98 (8.81) | 694 (41.9) | 24.30 (3.6) | 1 260.54 (98.6) |
07-05 | 17.93 (4.1) | 0.48 (0.08) | 3.70 (0.42) | 75.20 (7.34) | 1 119 (80.6) | 21.16 (2.7) | 1 662.20 (89.4) |
07-13 | 16.14 (1.9) | 0.52 (0.12) | 3.61 (0.64) | 60.50 (10.31) | 731 (45.7) | 19.77 (3.4) | 1 319.01 (127.5) |
07-23 | 6.68 (0.9) | 0.37 (0.06) | 3.83 (0.78) | 83.50 (14.81) | 1 234 (56.4) | 33.36 (4.1) | 1 152.30 (131.6) |
08-05 | 5.30 (0.8) | 0.36 (0.09) | 3.83 (0.17) | 60.84 (4.59) | 594 (12.9) | 10.70 (1.9) | 766.48 (234.8) |
08-14 | 8.80 (1.1) | 0.46 (0.10) | 4.04 (0.59) | 56.34 (4.96) | 779 (61.1) | 23.10 (5.1) | 927.46 (194.5) |
08-23 | 12.83 (5.4) | 0.49 (0.14) | 3.95 (0.88) | 58.53 (10.31) | 613 (31.8) | 11.94 (2.7) | 746.55 (84.9) |
09-02 | 14.20 (3.9) | 0.68 (0.22) | 3.91 (0.46) | 72.58 (11.62) | 847 (61.7) | 27.01 (4.1) | 1 148.57 (154.6) |
09-14 | 7.21 (2.1) | 0.63 (0.19) | 3.81 (0.53) | 68.65 (9.96) | 880 (31.1) | 23.34 (4.5) | 1 156.36 (164.8) |
09-23 | 5.68 (1.1) | 0.59 (0.18) | 4.12 (0.33) | 65.02 (8.13) | 764 (26.8) | 20.28 (4.2) | 1 192.83 (147.6) |
日期 Date (Month-day) | Pc | Pb | Pl | Pp |
---|---|---|---|---|
05-16 | 0.210 (0.06) | 0.015 (0.005) | 0.050 (0.010) | 0.275 (0.06) |
05-22 | 0.340 (0.06) | 0.025 (0.006) | 0.006 (0.021) | 0.347 (0.05) |
06-04 | 0.281 (0.02) | 0.014 (0.002) | 0.018 (0.015) | 0.301 (0.03) |
06-13 | 0.282 (0.04) | 0.016 (0.003) | 0.050 (0.010) | 0.297 (0.04) |
06-23 | 0.230 (0.07) | 0.019 (0.003) | 0.013 (0.021) | 0.248 (0.05) |
07-05 | 0.211 (0.06) | 0.030 (0.005) | 0.002 (0.012) | 0.253 (0.06) |
07-13 | 0.206 (0.04) | 0.020 (0.002) | 0.050 (0.012) | 0.276 (0.04) |
07-23 | 0.242 (0.10) | 0.029 (0.006) | 0.075 (0.026) | 0.350 (0.03) |
08-05 | 0.190 (0.01) | 0.023 (0.003) | 0.044 (0.011) | 0.253 (0.02) |
08-14 | 0.282 (0.03) | 0.029 (0.008) | 0.004 (0.011) | 0.311 (0.03) |
08-23 | 0.270 (0.03) | 0.015 (0.002) | 0.030 (0.006) | 0.291 (0.03) |
09-02 | 0.272 (0.06) | 0.018 (0.001) | 0.004 (0.012) | 0.282 (0.04) |
09-14 | 0.261 (0.04) | 0.015 (0.003) | 0.039 (0.010) | 0.308 (0.04) |
09-23 | 0.290 (0.04) | 0.022 (0.006) | 0.006 (0.009) | 0.318 (0.05) |
表2 毛乌素沙地油蒿光合系统氮分配参数
Table 2 Nitrogen allocation parameters in photosynthetic system of Artemisia ordosica in Mau Us Sandyland
日期 Date (Month-day) | Pc | Pb | Pl | Pp |
---|---|---|---|---|
05-16 | 0.210 (0.06) | 0.015 (0.005) | 0.050 (0.010) | 0.275 (0.06) |
05-22 | 0.340 (0.06) | 0.025 (0.006) | 0.006 (0.021) | 0.347 (0.05) |
06-04 | 0.281 (0.02) | 0.014 (0.002) | 0.018 (0.015) | 0.301 (0.03) |
06-13 | 0.282 (0.04) | 0.016 (0.003) | 0.050 (0.010) | 0.297 (0.04) |
06-23 | 0.230 (0.07) | 0.019 (0.003) | 0.013 (0.021) | 0.248 (0.05) |
07-05 | 0.211 (0.06) | 0.030 (0.005) | 0.002 (0.012) | 0.253 (0.06) |
07-13 | 0.206 (0.04) | 0.020 (0.002) | 0.050 (0.012) | 0.276 (0.04) |
07-23 | 0.242 (0.10) | 0.029 (0.006) | 0.075 (0.026) | 0.350 (0.03) |
08-05 | 0.190 (0.01) | 0.023 (0.003) | 0.044 (0.011) | 0.253 (0.02) |
08-14 | 0.282 (0.03) | 0.029 (0.008) | 0.004 (0.011) | 0.311 (0.03) |
08-23 | 0.270 (0.03) | 0.015 (0.002) | 0.030 (0.006) | 0.291 (0.03) |
09-02 | 0.272 (0.06) | 0.018 (0.001) | 0.004 (0.012) | 0.282 (0.04) |
09-14 | 0.261 (0.04) | 0.015 (0.003) | 0.039 (0.010) | 0.308 (0.04) |
09-23 | 0.290 (0.04) | 0.022 (0.006) | 0.006 (0.009) | 0.318 (0.05) |
图2 温度(T)对毛乌素沙地油蒿光合系统氮分配比例(Pp)的影响。
Fig. 2 Effect of temperature (T) on nitrogen distribution allocation ratio of photosynthesis system(Pp) of Artemisia ordosica in Mau Us Sandyland.
图3 毛乌素沙地油蒿氮利用效率(NUE)、水利用效率(WUE)和光利用效率(LUE)在整个生长季的动态变化(平均值±标准偏差)。水平虚线为其对应利用效率的平均值。
Fig. 3 Seasonal changes in nitrogen use efficiency (NUE), water use efficiency (WUE), light use efficiency (LUE) of Artemisia ordosica in Mau Us Sandyland (mean ± SD). The horizontal dashed lines in the figure are the average values of the corresponding resource use efficiency.
a | b | c | d | i | SSE | R2 | p | AIC | |
---|---|---|---|---|---|---|---|---|---|
E | -0.004 5 (0.774 5) | 21.130 0 (9.446 3) | 347.4 | 0.083 3 | 0.998 9 | 50.95 | |||
Tl | -0.567 3 (5.304 0) | 37.450 0 (2.940 0) | 224.7 | 0.353 1 | 0.025 1 | 44.86 | |||
PARl | -0.007 6 (0.010 6) | 29.320 0 (11.833 7) | 288.6 | 0.169 2 | 0.144 0 | 48.36 | |||
Narea | -0.125 7 (4.862 4) | 21.560 0 (18.830 0) | 347.3 | 0.000 3 | 0.956 0 | 50.96 | |||
E × Tl | 0.373 2 (0.684 5) | -0.689 4 (0.529 1) | 36.698 2 (14.125 5) | 198.7 | 0.427 9 | 0.046 3 | 45.14 | ||
E × PARl | 0.892 3 (0.979 6) | -0.017 8 (0.014 7) | 30.043 7 (10.716 9) | 211.4 | 0.391 5 | 0.065 1 | 46.01 | ||
E × Narea | -0.006 7 (0.824 3) | -0.130 0 (5.157 6) | 21.650 4 (22.947 2) | 347.3 | 0.000 3 | 0.998 4 | 52.96 | ||
Tl × PARl | -0.526 2 (0.648 0) | -0.001 3 (0.012 6) | 37.658 2 (15.047 4) | 223.7 | 0.356 1 | 0.088 8 | 46.80 | ||
Tl × Narea | -0.581 4 (0.510 8) | -0.796 4 (4.135 7) | 40.900 1 (23.240 6) | 221.1 | 0.363 5 | 0.083 4 | 46.63 | ||
Narea × PARl | -0.776 6 (4.740 7) | -0.008 0 (0.011 4) | 32.677 2 (23.971 2) | 285.2 | 0.178 9 | 0.338 2 | 52.20 | ||
E × Tl × PARl | 0.824 8 (0.903 7) | -0.478 1 (0.581 3) | -0.011 3 (0.015 7) | 37.566 1 (13.437 9) | 158.2 | 0.544 5 | 0.041 8 | 43.95 | |
E × Tl × Narea | 0.367 4 (0.722 6) | -0.699 8 (0.561 1) | -0.696 5 (4.138 5) | 39.723 7 (23.345 1) | 195.9 | 0.435 9 | 0.112 3 | 46.94 | |
E × PARl × Narea | 0.909 9 (1.027 7) | -0.018 5 (0.015 7) | -1.043 5 (4.281 2) | 34.571 8 (21.699 6) | 205.3 | 0.408 9 | 0.138 7 | 47.60 | |
Tl × PARl × Narea | -0.529 9 (0.681 9) | -0.001 7 (0.013 4) | -0.871 6 (4.416 7) | 41.487 4 (25.038 0) | 219.5 | 0.368 3 | 0.186 7 | 48.53 | |
E × Tl × PARl × Narea | 0.843 1 (0.948 1) | -0.481 7 (0.608 5) | -0.012 0 (0.016 7) | -1.110 3 (3.935 1) | 42.441 8 (22.281 5) | 151.4 | 0.564 2 | 0.084 3 | 45.33 |
表3 毛乌素沙地油蒿光合速率与环境因子关系的模型拟合参数
Table 3 Fitting parameters of the relationship between photosynthesis rate of Artemisia ordosica and environmental variables in Mau Us Sandyland
a | b | c | d | i | SSE | R2 | p | AIC | |
---|---|---|---|---|---|---|---|---|---|
E | -0.004 5 (0.774 5) | 21.130 0 (9.446 3) | 347.4 | 0.083 3 | 0.998 9 | 50.95 | |||
Tl | -0.567 3 (5.304 0) | 37.450 0 (2.940 0) | 224.7 | 0.353 1 | 0.025 1 | 44.86 | |||
PARl | -0.007 6 (0.010 6) | 29.320 0 (11.833 7) | 288.6 | 0.169 2 | 0.144 0 | 48.36 | |||
Narea | -0.125 7 (4.862 4) | 21.560 0 (18.830 0) | 347.3 | 0.000 3 | 0.956 0 | 50.96 | |||
E × Tl | 0.373 2 (0.684 5) | -0.689 4 (0.529 1) | 36.698 2 (14.125 5) | 198.7 | 0.427 9 | 0.046 3 | 45.14 | ||
E × PARl | 0.892 3 (0.979 6) | -0.017 8 (0.014 7) | 30.043 7 (10.716 9) | 211.4 | 0.391 5 | 0.065 1 | 46.01 | ||
E × Narea | -0.006 7 (0.824 3) | -0.130 0 (5.157 6) | 21.650 4 (22.947 2) | 347.3 | 0.000 3 | 0.998 4 | 52.96 | ||
Tl × PARl | -0.526 2 (0.648 0) | -0.001 3 (0.012 6) | 37.658 2 (15.047 4) | 223.7 | 0.356 1 | 0.088 8 | 46.80 | ||
Tl × Narea | -0.581 4 (0.510 8) | -0.796 4 (4.135 7) | 40.900 1 (23.240 6) | 221.1 | 0.363 5 | 0.083 4 | 46.63 | ||
Narea × PARl | -0.776 6 (4.740 7) | -0.008 0 (0.011 4) | 32.677 2 (23.971 2) | 285.2 | 0.178 9 | 0.338 2 | 52.20 | ||
E × Tl × PARl | 0.824 8 (0.903 7) | -0.478 1 (0.581 3) | -0.011 3 (0.015 7) | 37.566 1 (13.437 9) | 158.2 | 0.544 5 | 0.041 8 | 43.95 | |
E × Tl × Narea | 0.367 4 (0.722 6) | -0.699 8 (0.561 1) | -0.696 5 (4.138 5) | 39.723 7 (23.345 1) | 195.9 | 0.435 9 | 0.112 3 | 46.94 | |
E × PARl × Narea | 0.909 9 (1.027 7) | -0.018 5 (0.015 7) | -1.043 5 (4.281 2) | 34.571 8 (21.699 6) | 205.3 | 0.408 9 | 0.138 7 | 47.60 | |
Tl × PARl × Narea | -0.529 9 (0.681 9) | -0.001 7 (0.013 4) | -0.871 6 (4.416 7) | 41.487 4 (25.038 0) | 219.5 | 0.368 3 | 0.186 7 | 48.53 | |
E × Tl × PARl × Narea | 0.843 1 (0.948 1) | -0.481 7 (0.608 5) | -0.012 0 (0.016 7) | -1.110 3 (3.935 1) | 42.441 8 (22.281 5) | 151.4 | 0.564 2 | 0.084 3 | 45.33 |
SWC10 | SWC30 | Tl | VPDl | ||
---|---|---|---|---|---|
NUE | R2 | 0.38 | 0.21 | -0.30 | -0.29 |
p | 0.176 9 | 0.461 3 | 0.031 0 | 0.025 5 | |
WUE | R2 | -0.08 | 0.07 | -0.42 | -0.31 |
p | 0.772 0 | 0.804 6 | 0.010 9 | 0.036 9 | |
LUE | R2 | 0.001 | 0.12 | -0.28 | -0.27 |
p | 0.996 4 | 0.679 2 | 0.051 3 | 0.058 0 |
表4 毛乌素沙地油蒿氮利用效率(NUE)、水利用效率(WUE)和光利用效率(LUE)与各环境因子的相关关系
Table 4 Correlation between nitrogen use efficiency (NUE), water use efficiency (WUE), light use efficiency (LUE) and environmental variables of Artemisia ordosica in Mau Us Sandyland
SWC10 | SWC30 | Tl | VPDl | ||
---|---|---|---|---|---|
NUE | R2 | 0.38 | 0.21 | -0.30 | -0.29 |
p | 0.176 9 | 0.461 3 | 0.031 0 | 0.025 5 | |
WUE | R2 | -0.08 | 0.07 | -0.42 | -0.31 |
p | 0.772 0 | 0.804 6 | 0.010 9 | 0.036 9 | |
LUE | R2 | 0.001 | 0.12 | -0.28 | -0.27 |
p | 0.996 4 | 0.679 2 | 0.051 3 | 0.058 0 |
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