植物生态学报 ›› 2025, Vol. 49 ›› Issue (11): 1944-1956.DOI: 10.17521/cjpe.2024.0217 cstr: 32100.14.cjpe.2024.0217
收稿日期:2024-07-04
接受日期:2025-01-09
出版日期:2025-11-20
发布日期:2025-11-20
通讯作者:
*王俊杰(wang_2015@szu.edu.cn)基金资助:
ZHANG Xiao-Ting1, WANG Jun-Jie2,*(
)
Received:2024-07-04
Accepted:2025-01-09
Online:2025-11-20
Published:2025-11-20
Supported by:摘要: 红树植物在滨海湿地生态系统中扮演关键生态角色, 然而盐碱和重金属(如铜)污染等环境胁迫可能显著影响其光合作用和生长。深入了解红树植物在这些环境胁迫下的光合生理和生态响应, 有助于制定有效的管理与保护措施, 以维护和恢复红树林湿地生态功能。该研究通过野外控制实验, 设置盐与铜复合处理, 结合主成分分析和广义线性混合模型, 探讨了秋茄树(Kandelia obovata)、对叶榄李(别名拉关木) (Laguncularia racemosa)和木榄(Bruguiera gymnorhiza) 3种红树植物的叶绿素荧光特性变化及其与叶片结构参数(叶长、叶面积、比叶面积)和生化组分参数(相对叶绿素含量(SPAD)、全铜含量、全碳含量、全氮含量)的关系。结果显示, 在低浓度盐与铜处理下, 3种红树植物光系统II (PSII)最大量子产额(Fv/Fm)平均值为0.764-0.866, 说明红树植物具有较强的胁迫抗逆性, 秋茄树和对叶榄李的抗逆性优于木榄。性能指数(PIabs)和PSII的潜在活性(Fv/Fo)分别在0.63-1.89和3.81-6.33范围内, 且随着盐浓度升高, Fv/Fm、PIabs和Fv/Fo总体呈下降趋势, 说明高盐浓度抑制了植物光合活性。低浓度铜处理下Fv/Fm和Fv/Fo无显著影响, 高浓度铜处理抑制光合作用; 盐和铜复合处理下, 3种红树植物的叶绿素荧光参数无显著变化, 显示铜处理对盐处理起到了一定的对冲作用。主成分分析表明, 不同处理条件下红树植物叶绿素荧光参数、叶片结构和生化组分的主成分相关性存在差异: 2019年7月3个树种不易区分, 2019年12月对叶榄李区分明显, 2020年8月木榄区分显著; 总体上, 3种树种在3个时期间的区分效果不明显。广义线性混合模型分析结果显示, 秋茄树的Fv/Fm和Fv/Fo与SPAD值显著正相关, 与全氮含量负相关; PIabs及SPAD值与全铜含量正相关。对叶榄李的PIabs与SPAD值显著正相关。木榄的Fv/Fm和Fv/Fo与SPAD值和全碳含量显著正相关, 与全氮含量负相关。该研究表明红树植物在盐和铜胁迫处理下具有一定的环境适应能力, 为沿海生态修复中红树植物的筛选和管理提供了关键科学依据。
张晓婷, 王俊杰. 盐和铜处理下红树植物叶绿素荧光特性变化与叶片结构及生化组分关系. 植物生态学报, 2025, 49(11): 1944-1956. DOI: 10.17521/cjpe.2024.0217
ZHANG Xiao-Ting, WANG Jun-Jie. Chlorophyll fluorescence characteristics of mangrove plants under salt and copper treatments and their relationship with leaf structure and biochemical components. Chinese Journal of Plant Ecology, 2025, 49(11): 1944-1956. DOI: 10.17521/cjpe.2024.0217
图1 三个时期不同盐度和铜浓度复合处理下3种红树植物叶绿素荧光参数(平均值±标准差)。a, 盐度为正常海水盐度的1/3, 铜浓度分别为0、50、100、200、400 mg·L-1的CuSO4溶液; b, 盐度为正常海水盐度的2/3, 铜浓度同a; c, 盐度为正常海水盐度, 铜浓度同a; d, 盐浓度为正常海水盐度的4/3, 铜浓度同a; e, 盐度为正常海水盐度的5/3, 铜浓度同a。Fv/Fm, PSII的最大光化学量子效率; PIabs, 性能指数; Fv/Fo, PSII的潜在活性。25个复合处理下, 3种红树植物的叶绿素荧光参数平均值见附录。
Fig. 1 Chlorophyll fluorescence parameters (mean ± SD) of three mangrove species under the combined treatment of different salinities and copper concentrations in three periods. a, salinity is 1/3 of the normal seawater salinity, and copper concentrations are 0, 50, 100, 200, and 400 mg·L-1 of copper sulfate solution; b, salinity is 2/3 of the normal seawater salinity, with the same copper concentrations as in a; c, salinity is the normal seawater salinity, with the same copper concentrations as in a; d, salinity is 4/3 of the normal seawater salinity, with the same copper concentrations as in a; e, salinity is 5/3 of the normal seawater salinity, with the same copper concentrations as in a. Fv/Fm, maximum quantum yield of PSII; PIabs, performance index; Fv/Fo, potential activity of PSII. The average chlorophyll fluorescence parameters of the three mangrove species under 25 combined treatments are shown in Supplement.
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 0.423 | 1.083 | 1.208 | 1.074 | 2.422 | 1.184 | 0.488 | 1.675 | 0.646 |
| 对叶榄李 Laguncularia racemosa | 0.751 | 1.558 | 1.542 | 1.240 | 0.957 | 4.132** | 0.921 | 1.134 | 3.723 |
| 木榄 Bruguiera gymnorhiza | 4.420** | 0.368 | 0.974 | 0.855 | 1.071 | 1.484 | 6.910** | 0.708 | 0.846 |
表1 盐处理下不同时期和物种的红树植物叶绿素荧光参数方差分析结果
Table 1 Analysis of variance of chlorophyll fluorescence parameters in different periods and species of mangrove plants under different salt treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 0.423 | 1.083 | 1.208 | 1.074 | 2.422 | 1.184 | 0.488 | 1.675 | 0.646 |
| 对叶榄李 Laguncularia racemosa | 0.751 | 1.558 | 1.542 | 1.240 | 0.957 | 4.132** | 0.921 | 1.134 | 3.723 |
| 木榄 Bruguiera gymnorhiza | 4.420** | 0.368 | 0.974 | 0.855 | 1.071 | 1.484 | 6.910** | 0.708 | 0.846 |
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 1.409 | 0.967 | 0.416 | 1.200 | 0.469 | 0.577 | 1.275 | 0.840 | 0.231 |
| 对叶榄李 Laguncularia racemosa | 0.565 | 1.200 | 1.485 | 0.873 | 0.244 | 1.671 | 0.683 | 1.244 | 1.190 |
| 木榄 Bruguiera gymnorhiza | 1.213 | 1.526 | 1.461 | 0.921 | 0.305 | 0.353 | 1.010 | 0.366 | 0.291 |
表2 铜处理下不同时期和物种的红树植物叶绿素荧光参数方差分析
Table 2 Analysis of variance of chlorophyll fluorescence parameters in different periods and species of mangrove plants under different copper treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | 2019-07 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 1.409 | 0.967 | 0.416 | 1.200 | 0.469 | 0.577 | 1.275 | 0.840 | 0.231 |
| 对叶榄李 Laguncularia racemosa | 0.565 | 1.200 | 1.485 | 0.873 | 0.244 | 1.671 | 0.683 | 1.244 | 1.190 |
| 木榄 Bruguiera gymnorhiza | 1.213 | 1.526 | 1.461 | 0.921 | 0.305 | 0.353 | 1.010 | 0.366 | 0.291 |
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-7 | 2019-12 | 2020-08 | 2019-7 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 1.393 | 1.398 | 1.020 | 1.759 | 0.853 | 0.824 | 1.734 | 0.876 | 1.585 |
| 对叶榄李 Laguncularia racemosa | 0.919 | 1.114 | 1.808 | 0.759 | 0.877 | 0.982 | 0.867 | 0.828 | 1.586 |
| 木榄 Bruguiera gymnorhiza | 0.562 | 0.821 | 1.376 | 0.696 | 1.295 | 0.947 | 0.517 | 0.802 | 1.239 |
表3 盐和铜复合处理下不同时期和物种的红树植物叶绿素荧光参数方差分析
Table 3 Analysis of variance of chlorophyll fluorescence parameters in different periods and species of mangrove plants under combined salt and copper treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | Fv/Fm | PIabs | Fv/Fo | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2019-07 | 2019-12 | 2020-08 | 2019-7 | 2019-12 | 2020-08 | 2019-7 | 2019-12 | 2020-08 | |
| 秋茄树 Kandelia obovata | 1.393 | 1.398 | 1.020 | 1.759 | 0.853 | 0.824 | 1.734 | 0.876 | 1.585 |
| 对叶榄李 Laguncularia racemosa | 0.919 | 1.114 | 1.808 | 0.759 | 0.877 | 0.982 | 0.867 | 0.828 | 1.586 |
| 木榄 Bruguiera gymnorhiza | 0.562 | 0.821 | 1.376 | 0.696 | 1.295 | 0.947 | 0.517 | 0.802 | 1.239 |
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | F | p |
|---|---|---|
| Fv/Fm | 1.188 | 0.155 |
| PIabs | 1.314 | 0.054 |
| Fv/Fo | 2.218 | 0.000 |
表4 时期、物种、盐处理、铜处理四重交互作用下叶绿素荧光参数方差分析
Table 4 ANOVA of chlorophyll fluorescence parameters under the four-way interaction of period, species, salt treatment and copper (Cu) treatment
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | F | p |
|---|---|---|
| Fv/Fm | 1.188 | 0.155 |
| PIabs | 1.314 | 0.054 |
| Fv/Fo | 2.218 | 0.000 |
图2 盐与铜复合处理3个时期3种红树植物叶片结构及生化组分与3个叶绿素荧光参数之间的主成分(PC)分析。C, 全碳含量; Cu, 全铜含量; Fv/Fm, PSII的最大光化学量子效率; Fv/Fo, PSII的潜在活性; L, 叶长; N, 全氮含量; PIabs, 性能指数; S, 叶面积; SLA, 比叶面积; SPAD, 相对叶绿素含量。
Fig. 2 Principal component (PC) analysis of leaf structure, biochemical components, and three chlorophyll fluorescence parameters in three mangrove species across three periods of salt and copper co-treatment. C, total carbon content; Cu, total copper content; Fv/Fm, maximum quantum yield of PSII; Fv/Fo, indicates the potential activity of PSII; L, leaf length; N, total nitrogen content; PIabs, performance index; S, leaf area; SLA, specific leaf area; SPAD, relative chlorophyll content.
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.906 | 0.099 | 9.145 | 0.000 |
| 叶长 Leaf length | 0.000 | 0.001 | 0.305 | 0.761 | |
| 叶面积 Leaf area | 0.000 | 0.000 | 1.517 | 0.132 | |
| 比叶面积 Specific leaf area | -0.000 | 0.001 | -0.118 | 0.906 | |
| 相对叶绿素含量 SPAD value | 0.002 | 0.001 | 2.348 | 0.020 | |
| 全铜含量 Total copper content | -0.001 | 0.001 | -1.521 | 0.131 | |
| 全碳含量 Total carbon content | -0.000 | 0.000 | -1.402 | 0.163 | |
| 全氮含量 Total nitrogen content | -0.006 | 0.002 | -2.707 | 0.008 | |
| PIabs | 截距 Intercept | -2.287 | 1.330 | -0.172 | 0.088 |
| 叶长 Leaf length | -0.001 | 0.016 | -0.063 | 0.950 | |
| 叶面积 Leaf area | 0.001 | 0.002 | 0.482 | 0.630 | |
| 比叶面积 Specific leaf area | 0.017 | 0.016 | 1.083 | 0.281 | |
| 相对叶绿素含量 SPAD value | 0.064 | 0.009 | 6.779 | 0.000 | |
| 全铜含量 Total copper content | -0.018 | 0.008 | -2.139 | 0.034 | |
| 全碳含量 Total carbon content | 0.001 | 0.002 | 0.324 | 0.747 | |
| 全氮含量 Total nitrogen content | -0.044 | 0.028 | -1.543 | 0.125 | |
| Fv/Fo | 截距 Intercept | 4.737 | 2.058 | 2.302 | 0.023 |
| 叶长 Leaf length | 0.010 | 0.025 | 0.396 | 0.693 | |
| 叶面积 Leaf area | 0.000 | 0.003 | 0.120 | 0.904 | |
| 比叶面积 Specific leaf area | 0.024 | 0.025 | 0.946 | 0.346 | |
| 相对叶绿素含量 SPAD value | 0.046 | 0.015 | 3.024 | 0.003 | |
| 全铜含量 Total copper content | -0.023 | 0.012 | -1.848 | 0.067 | |
| 全碳含量 Total carbon content | -0.002 | 0.004 | -0.648 | 0.518 | |
| 全氮含量 Total nitrogen content | -0.142 | 0.045 | -3.146 | 0.002 |
表5 盐与铜处理下秋茄树叶片结构及生化组分与3个叶绿素荧光参数的关系
Table 5 Relationship between leaf structure, biochemical components, and three chlorophyll fluorescence parameters of Kandelia obovata under salt and copper treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.906 | 0.099 | 9.145 | 0.000 |
| 叶长 Leaf length | 0.000 | 0.001 | 0.305 | 0.761 | |
| 叶面积 Leaf area | 0.000 | 0.000 | 1.517 | 0.132 | |
| 比叶面积 Specific leaf area | -0.000 | 0.001 | -0.118 | 0.906 | |
| 相对叶绿素含量 SPAD value | 0.002 | 0.001 | 2.348 | 0.020 | |
| 全铜含量 Total copper content | -0.001 | 0.001 | -1.521 | 0.131 | |
| 全碳含量 Total carbon content | -0.000 | 0.000 | -1.402 | 0.163 | |
| 全氮含量 Total nitrogen content | -0.006 | 0.002 | -2.707 | 0.008 | |
| PIabs | 截距 Intercept | -2.287 | 1.330 | -0.172 | 0.088 |
| 叶长 Leaf length | -0.001 | 0.016 | -0.063 | 0.950 | |
| 叶面积 Leaf area | 0.001 | 0.002 | 0.482 | 0.630 | |
| 比叶面积 Specific leaf area | 0.017 | 0.016 | 1.083 | 0.281 | |
| 相对叶绿素含量 SPAD value | 0.064 | 0.009 | 6.779 | 0.000 | |
| 全铜含量 Total copper content | -0.018 | 0.008 | -2.139 | 0.034 | |
| 全碳含量 Total carbon content | 0.001 | 0.002 | 0.324 | 0.747 | |
| 全氮含量 Total nitrogen content | -0.044 | 0.028 | -1.543 | 0.125 | |
| Fv/Fo | 截距 Intercept | 4.737 | 2.058 | 2.302 | 0.023 |
| 叶长 Leaf length | 0.010 | 0.025 | 0.396 | 0.693 | |
| 叶面积 Leaf area | 0.000 | 0.003 | 0.120 | 0.904 | |
| 比叶面积 Specific leaf area | 0.024 | 0.025 | 0.946 | 0.346 | |
| 相对叶绿素含量 SPAD value | 0.046 | 0.015 | 3.024 | 0.003 | |
| 全铜含量 Total copper content | -0.023 | 0.012 | -1.848 | 0.067 | |
| 全碳含量 Total carbon content | -0.002 | 0.004 | -0.648 | 0.518 | |
| 全氮含量 Total nitrogen content | -0.142 | 0.045 | -3.146 | 0.002 |
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.744 | 0.108 | 6.909 | 0.000 |
| 叶长 Leaf length | 0.001 | 0.001 | 1.643 | 0.103 | |
| 叶面积 Leaf area | 0.000 | 0.000 | 1.092 | 0.277 | |
| 比叶面积 Specific leaf area | -0.001 | 0.001 | -0.929 | 0.354 | |
| 相对叶绿素含量 SPAD value | 0.000 | 0.001 | 0.586 | 0.559 | |
| 全铜含量 Total copper content | -0.001 | 0.001 | -1.365 | 0.174 | |
| 全碳含量 Total carbon content | 0.000 | 0.000 | 0.152 | 0.879 | |
| 全氮含量 Total nitrogen content | 0.002 | 0.002 | 0.804 | 0.423 | |
| PIabs | 截距 Intercept | -0.998 | 1.134 | -0.880 | 0.380 |
| 叶长 Leaf length | 0.009 | 0.009 | 1.034 | 0.303 | |
| 叶面积 Leaf area | 0.002 | 0.001 | 1.371 | 0.173 | |
| 比叶面积 Specific leaf area | -0.009 | 0.006 | -1.551 | 0.123 | |
| 相对叶绿素含量 SPAD value | 0.035 | 0.008 | 4.184 | 0.000 | |
| 全铜含量 Total copper content | -0.013 | 0.008 | -1.668 | 0.098 | |
| 全碳含量 Total carbon content | 0.000 | 0.002 | 0.089 | 0.929 | |
| 全氮含量 Total nitrogen content | 0.020 | 0.026 | 0.070 | 0.443 | |
| Fv/Fo | 截距 Intercept | 1.384 | 2.511 | 0.551 | 0.582 |
| 叶长 Leaf length | 0.034 | 0.020 | 1.758 | 0.081 | |
| 叶面积 Leaf area | 0.004 | 0.003 | 1.636 | 0.104 | |
| 比叶面积 Specific leaf area | -0.024 | 0.013 | -1.803 | 0.074 | |
| 相对叶绿素含量 SPAD value | 0.021 | 0.019 | 1.112 | 0.268 | |
| 全铜含量 Total copper content | -0.017 | 0.018 | -0.954 | 0.342 | |
| 全碳含量 Total carbon content | 0.003 | 0.005 | 0.580 | 0.563 | |
| 全氮含量 Total nitrogen content | 0.071 | 0.058 | 1.234 | 0.219 |
表6 盐与铜处理下对叶榄李叶片结构及生化组分与3个叶绿素荧光参数的关系
Table 6 Relationship between leaf structure, biochemical components, and three chlorophyll fluorescence parameters of Laguncularia racemosa under salt and copper treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.744 | 0.108 | 6.909 | 0.000 |
| 叶长 Leaf length | 0.001 | 0.001 | 1.643 | 0.103 | |
| 叶面积 Leaf area | 0.000 | 0.000 | 1.092 | 0.277 | |
| 比叶面积 Specific leaf area | -0.001 | 0.001 | -0.929 | 0.354 | |
| 相对叶绿素含量 SPAD value | 0.000 | 0.001 | 0.586 | 0.559 | |
| 全铜含量 Total copper content | -0.001 | 0.001 | -1.365 | 0.174 | |
| 全碳含量 Total carbon content | 0.000 | 0.000 | 0.152 | 0.879 | |
| 全氮含量 Total nitrogen content | 0.002 | 0.002 | 0.804 | 0.423 | |
| PIabs | 截距 Intercept | -0.998 | 1.134 | -0.880 | 0.380 |
| 叶长 Leaf length | 0.009 | 0.009 | 1.034 | 0.303 | |
| 叶面积 Leaf area | 0.002 | 0.001 | 1.371 | 0.173 | |
| 比叶面积 Specific leaf area | -0.009 | 0.006 | -1.551 | 0.123 | |
| 相对叶绿素含量 SPAD value | 0.035 | 0.008 | 4.184 | 0.000 | |
| 全铜含量 Total copper content | -0.013 | 0.008 | -1.668 | 0.098 | |
| 全碳含量 Total carbon content | 0.000 | 0.002 | 0.089 | 0.929 | |
| 全氮含量 Total nitrogen content | 0.020 | 0.026 | 0.070 | 0.443 | |
| Fv/Fo | 截距 Intercept | 1.384 | 2.511 | 0.551 | 0.582 |
| 叶长 Leaf length | 0.034 | 0.020 | 1.758 | 0.081 | |
| 叶面积 Leaf area | 0.004 | 0.003 | 1.636 | 0.104 | |
| 比叶面积 Specific leaf area | -0.024 | 0.013 | -1.803 | 0.074 | |
| 相对叶绿素含量 SPAD value | 0.021 | 0.019 | 1.112 | 0.268 | |
| 全铜含量 Total copper content | -0.017 | 0.018 | -0.954 | 0.342 | |
| 全碳含量 Total carbon content | 0.003 | 0.005 | 0.580 | 0.563 | |
| 全氮含量 Total nitrogen content | 0.071 | 0.058 | 1.234 | 0.219 |
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.313 | 0.161 | 1.936 | 0.054 |
| 叶长 Leaf length | -0.001 | 0.001 | -2.218 | 0.028 | |
| 叶面积 Leaf area | 0.001 | 0.000 | 4.320 | 0.000 | |
| 比叶面积 Specific leaf area | -0.001 | 0.001 | -0.918 | 0.360 | |
| 相对叶绿素含量 SPAD value | 0.004 | 0.001 | 7.067 | 0.000 | |
| 全铜含量 Total copper content | 0.002 | 0.001 | 1.567 | 0.119 | |
| 全碳含量 Total carbon content | 0.001 | 0.000 | 2.266 | 0.025 | |
| 全氮含量 Total nitrogen content | -0.008 | 0.002 | -3.286 | 0.001 | |
| PIabs | 截距 Intercept | -2.860 | 1.040 | -2.750 | 0.007 |
| 叶长 Leaf length | -0.005 | 0.004 | -1.319 | 0.189 | |
| 叶面积 Leaf area | 0.001 | 0.001 | 1.384 | 0.169 | |
| 比叶面积 Specific leaf area | 0.003 | 0.006 | 0.531 | 0.596 | |
| 相对叶绿素含量 SPAD value | 0.043 | 0.003 | 13.051 | 0.000 | |
| 全铜含量 Total copper content | -0.006 | 0.007 | -0.839 | 0.403 | |
| 全碳含量 Total carbon content | 0.004 | 0.002 | 1.712 | 0.089 | |
| 全氮含量 Total nitrogen content | -0.017 | 0.016 | -1.085 | 0.280 | |
| Fv/Fo | 截距 Intercept | -4.208 | 2.534 | -1.661 | 0.099 |
| 叶长 Leaf length | -0.022 | 0.010 | -2.126 | 0.035 | |
| 叶面积 Leaf area | 0.009 | 0.002 | 4.488 | 0.000 | |
| 比叶面积 Specific leaf area | -0.013 | 0.015 | -0.863 | 0.389 | |
| 相对叶绿素含量 SPAD value | 0.066 | 0.008 | 8.027 | 0.000 | |
| 全铜含量 Total copper content | 0.031 | 0.018 | 1.718 | 0.088 | |
| 全碳含量 Total carbon content | 0.011 | 0.005 | 2.247 | 0.026 | |
| 全氮含量 Total nitrogen content | -0.077 | 0.039 | -1.988 | 0.049 |
表7 盐与铜处理下木榄叶片结构及生化组分与3个叶绿素荧光参数的关系
Table 7 Relationship between leaf structure, biochemical components, and three chlorophyll fluorescence parameters of Bruguiera gymnorhiza under salt and copper treatments
| 叶绿素荧光参数 Chlorophyll fluorescence parameter | 固定效应 Fixed effect | 系数 Coefficient | 标准误 Standard error | t | p |
|---|---|---|---|---|---|
| Fv/Fm | 截距 Intercept | 0.313 | 0.161 | 1.936 | 0.054 |
| 叶长 Leaf length | -0.001 | 0.001 | -2.218 | 0.028 | |
| 叶面积 Leaf area | 0.001 | 0.000 | 4.320 | 0.000 | |
| 比叶面积 Specific leaf area | -0.001 | 0.001 | -0.918 | 0.360 | |
| 相对叶绿素含量 SPAD value | 0.004 | 0.001 | 7.067 | 0.000 | |
| 全铜含量 Total copper content | 0.002 | 0.001 | 1.567 | 0.119 | |
| 全碳含量 Total carbon content | 0.001 | 0.000 | 2.266 | 0.025 | |
| 全氮含量 Total nitrogen content | -0.008 | 0.002 | -3.286 | 0.001 | |
| PIabs | 截距 Intercept | -2.860 | 1.040 | -2.750 | 0.007 |
| 叶长 Leaf length | -0.005 | 0.004 | -1.319 | 0.189 | |
| 叶面积 Leaf area | 0.001 | 0.001 | 1.384 | 0.169 | |
| 比叶面积 Specific leaf area | 0.003 | 0.006 | 0.531 | 0.596 | |
| 相对叶绿素含量 SPAD value | 0.043 | 0.003 | 13.051 | 0.000 | |
| 全铜含量 Total copper content | -0.006 | 0.007 | -0.839 | 0.403 | |
| 全碳含量 Total carbon content | 0.004 | 0.002 | 1.712 | 0.089 | |
| 全氮含量 Total nitrogen content | -0.017 | 0.016 | -1.085 | 0.280 | |
| Fv/Fo | 截距 Intercept | -4.208 | 2.534 | -1.661 | 0.099 |
| 叶长 Leaf length | -0.022 | 0.010 | -2.126 | 0.035 | |
| 叶面积 Leaf area | 0.009 | 0.002 | 4.488 | 0.000 | |
| 比叶面积 Specific leaf area | -0.013 | 0.015 | -0.863 | 0.389 | |
| 相对叶绿素含量 SPAD value | 0.066 | 0.008 | 8.027 | 0.000 | |
| 全铜含量 Total copper content | 0.031 | 0.018 | 1.718 | 0.088 | |
| 全碳含量 Total carbon content | 0.011 | 0.005 | 2.247 | 0.026 | |
| 全氮含量 Total nitrogen content | -0.077 | 0.039 | -1.988 | 0.049 |
| [1] | Alba C, Fahey C, Flory SL (2019). Global change stressors alter resources and shift plant interactions from facilitation to competition over time. Ecology, 100, e02859. DOI: 10.1002/ecy.2859. |
| [2] | An H, Shangguan ZP (2008). Specific leaf area, leaf nitrogen content, and photosynthetic acclimation of Trifolium repens L. seedlings grown at different irradiances and nitrogen concentrations. Photosynthetica, 46, 143-147. |
| [3] | Bai FL, Fan YH, Li L (2023). Influences of selenium and silicon on photosynthetic physiology and nutrient accumulation in wheat under salt stress. Jiangsu Agricultural Sciences, 51(3), 68-75. |
| [白凤麟, 樊雨荷, 李琳 (2023). 硒、硅对盐胁迫下小麦光合生理及养分累积的影响. 江苏农业科学, 51(3), 68-75.] | |
| [4] | Chen JH, Miao SY, Huang HF, Huang YZD, Feng J, Lai PY, Zhou JJ (2018). Comparative study on leaf structures of five mangrove species. Guihaia, 38, 655-664. |
| [陈健辉, 缪绅裕, 黄惠芳, 黄姚紫碟, 冯嘉, 赖培媛, 周建江 (2018). 五种红树植物叶片结构的比较研究. 广西植物, 38, 655-664.] | |
| [5] | EI-Beltagi HS, Sofy MR, Aldaej MI, Mohamed HI (2020). Silicon alleviates copper toxicity in flax plants by up-regulating antioxidant defense and secondary metabolites and decreasing oxidative damage. Sustainability, 12, 4732. DOI: 10.3390/su12114732. |
| [6] |
Fang FZ, Gui HY, Li ZJ, Zhang XF (2023). Physiological adaptation of six mangrove seedlings to different salinity. Bulletin of Botanical Research, 43, 881-889.
DOI |
|
[方发之, 桂慧颖, 黎肇家, 张晓凤 (2023). 6种红树幼苗对不同盐度的生理适应性. 植物研究, 43, 881-889.]
DOI |
|
| [7] | Feng LH, Xu YF, Chen WF, Liu JT, Wu CX, Hu HJ (2022). Growth and physiological response of Aegiceras corniculata to salinity stress. Hubei Agricultural Sciences, 61(22), 34-36. |
| [冯立辉, 徐扬帆, 陈文峰, 刘剑彤, 吴辰熙, 胡红娟 (2022). 盐胁迫对桐花树生长及生理的响应. 湖北农业科学, 61(22), 34-36.] | |
| [8] |
Filacek A, Zivcak M, Barboricova M, Misheva SP, Pereira EG, Yang XH, Brestic M (2022). Diversity of responses to nitrogen deficiency in distinct wheat genotypes reveals the role of alternative electron flows in photoprotection. Photosynthesis Research, 154, 259-276.
DOI PMID |
| [9] |
Fu YM, Li HY, Yu J, Liu H, Cao ZY, Manukovsky NS, Liu H (2017). Interaction effects of light intensity and nitrogen concentration on growth, photosynthetic characteristics and quality of lettuce (Lactuca sativa L. var.youmaicai). Scientia Horticulturae, 214, 51-57.
DOI URL |
| [10] | Giannakoula A, Therios I, Chatzissavvidis C (2021). Effect of lead and copper on photosynthetic apparatus in Citrus (Citrus aurantium L.) plants. The role of antioxidants in oxidative damage as a response to heavy metal stress. Plants, 10, 155. DOI: 10.3390/plants10010155. |
| [11] |
Hippler FWR, Petená G, Boaretto RM, Quaggio JA, Azevedo RA, Mattos-Jr D (2018). Mechanisms of copper stress alleviation in Citrus trees after metal uptake by leaves or roots. Environmental Science and Pollution Research, 25, 13134-13146.
DOI |
| [12] |
Hossain MS, Abdelrahman M, Tran CD, Nguyen KH, Chu HD, Watanabe Y, Hasanuzzaman M, Mohsin SM, Fujita M, Tran LP (2020). Insights into acetate-mediated copper homeostasis and antioxidant defense in lentil under excessive copper stress. Environmental Pollution, 258, 113544.
DOI URL |
| [13] | Huang DB, Peng LX, Zeng ZY, Huang XD, Luo Z, Shi MX (2017). Analysis on leaf growth characteristics and chlorophyll fluorescence of Carallia brachiata clones. Forestry and Environmental Science, 33(4), 19-24. |
| [黄东兵, 彭莉霞, 曾振宇, 黄小丹, 罗中, 石茗馨 (2017). 竹节树无性系叶片生长特性与叶绿素荧光. 林业与环境科学, 33(4), 19-24.] | |
| [14] | Jia WF, Wei XQ, Zhang QY, Li LY, Wang Y, Li JY, Wu L (2022). Effects of exogenous abscisic acid on stomatal and photosynthetic characteristics of Vaccinium spp. under UV-B stress. Jiangsu Agricultural Sciences, 50(7), 152-158. |
| [贾文飞, 魏晓琼, 张秋莹, 李林宇, 王颖, 李金英, 吴林 (2022). 盐碱处理对越橘光合特性及叶绿素荧光参数的影响. 江苏农业科学, 50 (7), 152-158.] | |
| [15] | Kong YS, Xu HY, Huang XH, Zhu F (2022). Relationship between leaf traits and photosynthetic efficiency of Ligustrum lucidum under Pb stress. Chinese Journal of Ecology, 41, 1881-1886. |
| [孔佑莎, 许洪扬, 黄鑫浩, 朱凡 (2022). Pb胁迫下大叶女贞叶片性状与光合效率的关系. 生态学杂志, 41, 1881-1886.] | |
| [16] | Li CZ, Sun YL, Liu HM, Xu QG (2021). The difference of seedling growth and photosynthetic performance of different rice varieties under cadmium stress. Journal of Hunan Agricultural University (Natural Sciences) , 47(2), 147-152. |
| [李陈贞, 孙亚莉, 刘红梅, 徐庆国 (2021). 镉胁迫下不同水稻品种幼苗生长及光合性能的差异. 湖南农业大学学报(自然科学版), 47(2), 147-152.] | |
| [17] | Li PM, Gao HY, Strasser RJ (2005). Application of the fast chlorophyll fluorescence induction dynamics analysis in photosynthesis study. Journal of Plant Physiology and Molecular Biology, 31, 559-566. |
| [18] | Li SD, Liu YJ, Wang ZS, Liu TH, Li XN, Zhang P (2023). Integrating chlorophyll a fluorescence and enzymatic profiling to reveal the wheat responses to nano-ZnO stress. Plants, 12, 3808. DOI: 10.3390/plants12223808. |
| [19] | Li YY, Lin P (2006). Anatomical characteristics of leaves in three mangrove species. Journal of Tropical and Subtropical Botany, 14, 301-306. |
| [李元跃, 林鹏 (2006). 三种红树植物叶片的比较解剖学研究. 热带亚热带植物学报, 14, 301-306.] | |
| [20] | Liang NS, Zeng Y, Li DX, Li ZJ, Lin JF, Duan TT, Li J (2024). Effects of salt stress on seed germination and seedling physiology of Avicennia marina. Journal of Guangdong Ocean University, 44(2), 62-68. |
| [梁耐思, 曾悦, 李党校, 黎政杰, 林佳峰, 段婷婷, 李进 (2024). 盐胁迫对白骨壤种子萌发及幼苗生理的影响. 广东海洋大学学报, 44(2), 62-68.] | |
| [21] | Liang S, Zhou RC, Dong SS, Shi SH (2008). Adaptation to salinity in mangroves: implication on the evolution of salt-tolerance. Chinese Science Bulletin, 53, 1708-1715. |
| [22] | Liu LN, Zhang WQ, Huang FF, Gan XH, Tang CB, Qiu PJ (2019). Effects of NaCl stress on the photosynthesis and cholorophyll fluorescence of Heritiera littoralis seedlings. Journal of Forest and Environment, 39, 601-607. |
| [刘莉娜, 张卫强, 黄芳芳, 甘先华, 唐成波, 丘鹏基 (2019). 盐胁迫对银叶树幼苗光合特性与叶绿素荧光参数的影响. 森林与环境学报, 39, 601-607.] | |
| [23] |
Pereira WE, de Siqueira DL, Martínez CA, Puiatti M (2000). Gas exchange and chlorophyll fluorescence in four Citrus rootstocks under aluminium stress. Journal of Plant Physiology, 157, 513-520.
DOI URL |
| [24] | Perez KLD, Ouimado MO, Maldia LS, Tinio CE, Hernandez JO, Combalicer MS (2021). Effects of copper on the leaf morpho-anatomy of Rhizophora Mucronata: implications for mangrove ecosystem restoration. Journal of Biological Diversity, 22, 2058-2065. |
| [25] | Sağlam A, Yetişsin F, Demiralay M, Terzi R (2016). Copper stress and responses in plants//Ahmad P. Plant Metal Interaction: Emerging Remediation Techniques. Elsevier, Amsterdam, The Netherlands. 21-40. |
| [26] |
Sari I, Din ZB (2012). Effects of salinity on the uptake of lead and cadmium by two mangrove species Rhizophora apiculate Bl. and Avicennia alba Bl. Chemistry and Ecology, 28, 365-374.
DOI URL |
| [27] | Shang CJ, Zhou Q, Nkoh JN, Liu J, Wang JJ, Hu ZL, Hussain Q (2024). Integrated physiological, biochemical, and transcriptomic analyses of Bruguiera gymnorhiza leaves under long-term copper stress: stomatal size, wax crystals and composition. Ecotoxicology and Environmental Safety, 281, 116609. DOI: 10.1016/j.ecoenv.2024.116609. |
| [28] |
Shangguan ZP, Shao MG, Dyckmans J (2000). Effects of nitrogen nutrition and water deficit on net photosynthetic rate and chlorophyll fluorescence in winter wheat. Journal of Plant Physiology, 156, 46-51.
DOI URL |
| [29] | Singh H, Kumar D, Soni V (2022). Performance of chlorophyll a fluorescence parameters in Lemna minor under heavy metal stress induced by various concentration of copper. Scientific Reports, 12, 10620. DOI: 10.1038/s41598-022-14985-2. |
| [30] | Strasser RJ, Tsimilli-Michael M, Srivastava a (2004). Analysis of the chlorophyll a fluorescence transient//Papageorgiou GC, Govindjee. Chlorophyll a Fluorescence: a Signature of Photosynthesis. Springer, Dordrecht, The Netherlands. 321-362. |
| [31] | Sun MX, Li SH, Gong QT, Xiao YS, Peng FT (2022). Leucine contributes to copper stress tolerance in peach (Prunus persica) seedlings by enhancing photosynthesis and the antioxidant defense system. Antioxidants, 11, 2455. DOI: 10.3390/antiox11122455. |
| [32] | Sun WJ, Jiang XH, Fu YY, Shen XJ, Gao Y, Wang XP (2021). The effects of salt stress on chlorophyll fluorescence of cotton seedling leaves. Journal of Irrigation and Drainage, 40(7), 23-28. |
| [孙文君, 江晓慧, 付媛媛, 申孝军, 高阳, 王兴鹏 (2021). 盐分胁迫对棉花幼苗叶片叶绿素荧光参数的影响. 灌溉排水学报, 40(7), 23-28.] | |
| [33] |
van Heerden PDR, Swanepoel JW, Krüger GHJ (2007). Modulation of photosynthesis by drought in two desert scrub species exhibiting C3-mode CO2 assimilation. Environmental and Experimental Botany, 61, 124-136.
DOI URL |
| [34] |
Wei LL, Hong HL, Bee MY, Wu YY, Ndayambaje P, Yan CL, Kao SJ, Chee PS, Wang YZ (2022). Different adaptive strategies of three mangrove species to nutrient enrichment. Plant Ecology, 223, 1093-1102.
DOI |
| [35] | Wei XW, Pan XY, Wang PF, Liu JX, Li JB, Wang Z (2023). Responses of chlorophyll fluorescence of alfalfa with various phosphorus utilization efficiencies to phosphorus deficiency. Journal of Plant Nutrition and Fertilizers, 29, 690-703. |
| [卫先伟, 潘新雅, 王鹏飞, 刘佳茜, 李军保, 王智 (2023). 不同磷效率紫花苜蓿叶绿素荧光参数对低磷胁迫的响应. 植物营养与肥料学报, 29, 690-703.] | |
| [36] |
Weih M, Rönnberg-Wästjung AC (2007). Shoot biomass growth is related to the vertical leaf nitrogen gradient in Salix canopies. Tree Physiology, 27, 1551-1559.
DOI URL |
| [37] | Wu CH, Wen Z, Zheng YF, Fu XX, Yuan ZM (2022). Evaluation of heat resistance of Rosa chinensis based on chlorophyll fluorescence parameter Fv/Fm. Journal of Anhui Agricultural Sciences, 50(23), 106-110. |
| [伍成厚, 温志, 郑育芬, 傅小霞, 袁志民 (2022). 基于叶绿素荧光参数Fv/Fm的月季耐热性评价. 安徽农业科学, 50(23), 106-110.] | |
| [38] | Wu ML, Chen LS, Wu JC, Fang ZL (2014). Relations of photosynthetic pigments and chlorophyll fluorescence of Aegiceras corniculatum with salinities in Zhangjiang Estuary. Journal of Applied Oceanography, 33, 326-330. |
| [吴敏兰, 陈立松, 吴锦城, 方志亮 (2014). 漳江口桐花树叶片光合色素含量和叶绿素荧光参数与盐度的关系. 应用海洋学学报, 33, 326-330.] | |
| [39] | Zhang GX, Deng CN (2012). Gas exchange and chlorophyll fluorescence of salinity-alkalinity stressed Phragmites australis seedlings. Journal of Food, Agriculture and Environment, 10, 880-884. |
| [40] | Zhang SR (1999). A discussion on chlorophyll fluorescence kinetics parameters and their significance. Chinese Bulletin of Botany, 34, 444-448. |
| [张守仁 (1999). 叶绿素荧光动力学参数的意义及讨论. 植物学通报, 34, 444-448.] | |
| [41] | Zhang XT, Wang JJ (2024). Response of leaf functional traits of mangrove plants to single and combined stress of salt and copper. Acta Ecologica Sinica, 44, 1284-1297. |
| [张晓婷, 王俊杰 (2024). 红树植物功能性状对盐和铜胁迫的响应. 生态学报, 44, 1284-1297.] | |
| [42] | Zhao H, Tang J, Zheng WJ (2016). Growth and physiological characteristics of Kandelia obovata seedlings under Cu2+ stress. Marine Sciences, 40(4), 65-72. |
| [赵胡, 唐俊, 郑文教 (2016). 重金属Cu2+胁迫对红树植物秋茄幼苗生长及某些生理特性的影响. 海洋科学, 40(4), 65-72.] | |
| [43] | Zheng CK, Liu XZ, Li WG, He YX, Zhang YX, Zhao TQ (2023). Effects of nitrogen on the growth and chlorophyll fluorescence of Stephanodiscus hantzschii. Journal of Hydroecology, 44(1), 131-138. |
| [郑传坤, 刘晓真, 李卫国, 贺玉晓, 张运兴, 赵同谦 (2023). 不同氮素对冠盘藻生长和光合荧光特性的影响. 水生态学杂志, 44(1), 131-138.] | |
| [44] | Zhong ZY, Hu L, Wang XL, Gao GQ, Fan HB, Sun L, Hu CY, Hu SM (2022). Effects of arsenic stress on PSII fluorescence parameters and light response of Lemna minor L. Journal of Nanchang Institute of Technology, 41(4), 23-28. |
| [钟智遥, 胡良, 王香莲, 高桂青, 樊后保, 孙珑, 胡晨阳, 胡盛明 (2022). 砷胁迫对青萍PSII荧光参数和光响应的影响. 南昌工程学院学报, 41(4), 23-28.] | |
| [45] | Zong JW, Huang XD, Jin YA, Yang YH (2023). Effect of Funneliformis mosseae on growth and leaf anatomical structure and chlorophyll fluorescence parameters of Xanthoceras sorbifolium under NaCl stress. Journal of Plant Resources and Environment, 32(2), 73-81. |
| [宗建伟, 黄小迪, 靳永安, 杨雨华 (2023). NaCl胁迫下摩西斗管囊霉对文冠果生长及叶片解剖结构和叶绿素荧光参数的影响. 植物资源与环境学报, 32(2), 73-81.] |
| [1] | 郑子仪, 陈江慧, 刘慧颖. 气候变暖提高青藏高原高寒草甸优势物种的根系分泌速率[J]. 植物生态学报, 2025, 49(9): 1363-1373. |
| [2] | 崔冬晴, 田晨, 宋慧敏, 鲁小名, 萨其日, 徐国庆, 杨培志, 白永飞, 田建卿. 典型草原优势植物根际细菌群落多样性和功能群组成对长期放牧的响应机制[J]. 植物生态学报, 2025, 49(7): 1163-1176. |
| [3] | 郝杰, 刁华杰, 苏原, 武帅楷, 高阳阳, 梁雯君, 牛慧敏, 杨倩雯, 常婕, 王袼, 许雯丽, 马腾飞, 董宽虎, $\boxed{\hbox{王常慧}}$. 降水调控农牧交错带盐渍化草地净初级生产力对氮添加及刈割的响应[J]. 植物生态学报, 2025, 49(5): 710-719. |
| [4] | 李梦琦, 苗灵凤, 李大东, 龙奕帆, 叶冰冰, 杨帆. 海南东寨港红树林植物细根功能性状对不同潮位沉积物养分变化的响应[J]. 植物生态学报, 2025, 49(4): 552-561. |
| [5] | 乔沛阳, 顾肖璇, 刘昌鑫, 曹泽宇, 张婷婷, 林晨, 陈钦常, 彭修凡, 陈菲菲, 李华亮, 陈伟, 陈鹭真. 超强台风“摩羯”登陆点海南东寨港红树林受损状况研究[J]. 植物生态学报, 2025, 49(4): 540-551. |
| [6] | 杜英杰, 范爱连, 王雪, 闫晓俊, 陈廷廷, 贾林巧, 姜琦, 陈光水. 亚热带天然常绿阔叶林乔木树种与林下灌木树种根-叶功能性状协调性及差异[J]. 植物生态学报, 2025, 49(4): 585-595. |
| [7] | 郭欢敏, 沈小雪, 李瑞利. 深圳湾福田红树林自然保护区物种共存特征与物种分布概率[J]. 植物生态学报, 2025, 49(11): 1833-1843. |
| [8] | 童金莲, 张博纳, 汤璐瑶, 叶琳峰, 李姝雯, 谢江波, 李彦, 王忠媛. C4植物狗尾草功能性状网络沿降水梯度带的区域分异规律[J]. 植物生态学报, 2025, 49(11): 1817-1832. |
| [9] | 秦嘉晨, 王欢, 朱江, 王扬, 田晨, 白永飞, 杨培志, 郑淑霞. 基于种内与种间性状变异的放牧过滤作用及其尺度效应[J]. 植物生态学报, 2024, 48(7): 858-871. |
| [10] | 胡蝶, 蒋欣琪, 戴志聪, 陈戴一, 张雨, 祁珊珊, 杜道林. 丛枝菌根真菌提高入侵杂草南美蟛蜞菊对除草剂的耐受性[J]. 植物生态学报, 2024, 48(5): 651-659. |
| [11] | 盘远方, 潘良浩, 邱思婷, 邱广龙, 苏治南, 史小芳, 范航清. 中国沿海红树林树高变异与环境适应机制[J]. 植物生态学报, 2024, 48(4): 483-495. |
| [12] | 付粱晨, 丁宗巨, 唐茂, 曾辉, 朱彪. 北京东灵山白桦和蒙古栎的根际效应及其季节动态[J]. 植物生态学报, 2024, 48(4): 508-522. |
| [13] | 王思琦, 金光泽. 五角槭不同生活史阶段叶枝根性状的变异与权衡[J]. 植物生态学报, 2024, 48(11): 1510-1523. |
| [14] | 胡楚婷, 杨柳依依, 石绍林, 周琰, 陈婷婷, 郑博瀚, 杨暘, 卢小玲, 王陈玲, 倪健. 浙江金华典型人工植被的植物功能性状[J]. 植物生态学报, 2024, 48(10): 1336-1350. |
| [15] | 马常钦, 黄海龙, 彭政淋, 吴纯泽, 韦庆钰, 贾红涛, 卫星. 水曲柳雌雄株复叶类型及光合功能对不同生境的响应[J]. 植物生态学报, 2023, 47(9): 1287-1297. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||
Copyright © 2026 版权所有 《植物生态学报》编辑部
地址: 北京香山南辛村20号, 邮编: 100093
Tel.: 010-62836134, 62836138; Fax: 010-82599431; E-mail: apes@ibcas.ac.cn, cjpe@ibcas.ac.cn
备案号: 京ICP备16067583号-19