植物生态学报 ›› 2007, Vol. 31 ›› Issue (5): 873-882.DOI: 10.17521/cjpe.2007.0110
收稿日期:
2006-03-13
接受日期:
2006-06-22
出版日期:
2007-03-13
发布日期:
2007-09-30
通讯作者:
高琼
作者简介:
* E-mail: gaoq@bnu.edu.cn基金资助:
ZHU Yu-Jie, GAO Qiong(), LIU Jun-Shan, XU Xia, ZHOU Chan
Received:
2006-03-13
Accepted:
2006-06-22
Online:
2007-03-13
Published:
2007-09-30
Contact:
GAO Qiong
摘要:
尺度扩展(Scaling up)过程中的植物类群合并问题是生态系统建模领域的难点之一。该文采用机理性生理生态学模型对内蒙古典型草原9种植物净光合速率和气孔导度与环境因子的关系进行了分析,净光合速率模型和气孔导度模型分别能够平均解释生长季内78.19%和55.87%的净光合速率和气孔导度的日变化。在此基础上根据拟合得到的8个植物生理参数进行聚类分析,将内蒙古典型草原9种植物分为3个植物功能类群:克氏针茅(Stipa krylovii)、阿尔泰狗哇花(Heteropappus altaicus)、冷蒿(Artemisia frigida)、银灰旋花(Convolvulus ammannii)和小叶锦鸡儿(Caragana microphylla)抗旱性强,生物化学光合能力中等,归为一类称为强抗旱中光合植物功能类群;羊草(Leymus chinensis)、芨芨草(Achnatherum splendens)和马蔺(Iris lactea)抗旱性中等,生物化学光合能力较强,归为一类称为中抗旱高光合植物功能类群;串铃草(Phlomis mongolica)抗旱性和生物化学光合能力都比较低,称为低抗旱低光合植物功能类群。在对多种植物存在的自然生态系统进行模拟时可以按此方法将植物分成若干具有相似特点的功能类群,而不必对每一种植物都作模拟。这种处理方法可以降低模型复杂性和节省运算时间,较之于只用优势种来代替所有物种的模拟也更加接近实际情况。这将为生态系统模型尺度扩展过程中如何合理有效合并植物类群,从而正确判别植物功能型提供一种可行的方法。
朱玉洁, 高琼, 刘峻杉, 徐霞, 周婵. 基于气孔导度和光合模型的植物功能类群合并问题. 植物生态学报, 2007, 31(5): 873-882. DOI: 10.17521/cjpe.2007.0110
ZHU Yu-Jie, GAO Qiong, LIU Jun-Shan, XU Xia, ZHOU Chan. AGGREGATION OF PLANT FUNCTIONAL TYPES BASED ON MODELS OF STOMATAL CONDUCTANCE AND PHOTOSYNTHESIS. Chinese Journal of Plant Ecology, 2007, 31(5): 873-882. DOI: 10.17521/cjpe.2007.0110
物种名 Species | g0m | kψ | kαβ | kβg | π0 | α | β | gz | R2(%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
小叶锦鸡儿Caragana microphylla | 6 391.652 0 | 1.520 0 | 234.142 5 | 737.083 5 | -4 205.067 7 | 154.042 3 | 0.657 9 | 0.002 1 | 68.76 | |||||||
克氏针茅Stipa krylovii | 418.008 5 | 0.402 7 | 65.583 2 | 21.325 2 | -1 037.941 6 | 162.847 2 | 2.483 1 | 0.018 9 | 52.88 | |||||||
羊草Leymus chinensis | 1 244.646 6 | 1.670 1 | 563.785 3 | 175.818 7 | -745.252 8 | 337.575 8 | 0.598 8 | 0.009 5 | 79.14 | |||||||
芨芨草Achnatherum splendens | 8 804.484 6 | 1.303 1 | 2 710.841 9 | 1 911.986 1 | -6 756.328 5 | 2 080.228 4 | 0.767 4 | 0.000 7 | 43.55 | |||||||
阿尔泰狗哇花Heteropappus altaicus | 1 888.120 9 | 3.040 6 | 245.310 5 | 112.494 2 | -620.974 2 | 80.678 9 | 0.328 9 | 0.027 0 | 40.02 | |||||||
冷蒿Artemisia frigida | 332.486 9 | 0.350 6 | 22.481 8 | 6.219 3 | -948.421 4 | 64.129 5 | 2.852 5 | 0.056 4 | 62.53 | |||||||
串铃草Phlomis mongolica | 2 550.800 0 | 17.124 0 | 6 481.200 0 | 1 025.600 0 | -148.960 5 | 378.486 3 | 0.058 4 | 0.016 7 | 85.53 | |||||||
马蔺Iris lactea | 2 006.300 0 | 2.709 5 | 1 402.000 0 | 259.070 0 | -740.468 7 | 517.438 6 | 0.369 1 | 0.010 5 | 54.41 | |||||||
银灰旋花 Convolvulus ammannii | 372.081 9 | 0.473 8 | 34.812 3 | 0.425 4 | -785.366 3 | 73.479 5 | 2.110 7 | 1.113 7 | 73.22 |
表1 内蒙古典型草原区9 种植物气孔导度非线性回归结果
Table 1 Non-linear regression of stomatal conductance parameters of nine plant species in the Inner Mongolia typical steppe
物种名 Species | g0m | kψ | kαβ | kβg | π0 | α | β | gz | R2(%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
小叶锦鸡儿Caragana microphylla | 6 391.652 0 | 1.520 0 | 234.142 5 | 737.083 5 | -4 205.067 7 | 154.042 3 | 0.657 9 | 0.002 1 | 68.76 | |||||||
克氏针茅Stipa krylovii | 418.008 5 | 0.402 7 | 65.583 2 | 21.325 2 | -1 037.941 6 | 162.847 2 | 2.483 1 | 0.018 9 | 52.88 | |||||||
羊草Leymus chinensis | 1 244.646 6 | 1.670 1 | 563.785 3 | 175.818 7 | -745.252 8 | 337.575 8 | 0.598 8 | 0.009 5 | 79.14 | |||||||
芨芨草Achnatherum splendens | 8 804.484 6 | 1.303 1 | 2 710.841 9 | 1 911.986 1 | -6 756.328 5 | 2 080.228 4 | 0.767 4 | 0.000 7 | 43.55 | |||||||
阿尔泰狗哇花Heteropappus altaicus | 1 888.120 9 | 3.040 6 | 245.310 5 | 112.494 2 | -620.974 2 | 80.678 9 | 0.328 9 | 0.027 0 | 40.02 | |||||||
冷蒿Artemisia frigida | 332.486 9 | 0.350 6 | 22.481 8 | 6.219 3 | -948.421 4 | 64.129 5 | 2.852 5 | 0.056 4 | 62.53 | |||||||
串铃草Phlomis mongolica | 2 550.800 0 | 17.124 0 | 6 481.200 0 | 1 025.600 0 | -148.960 5 | 378.486 3 | 0.058 4 | 0.016 7 | 85.53 | |||||||
马蔺Iris lactea | 2 006.300 0 | 2.709 5 | 1 402.000 0 | 259.070 0 | -740.468 7 | 517.438 6 | 0.369 1 | 0.010 5 | 54.41 | |||||||
银灰旋花 Convolvulus ammannii | 372.081 9 | 0.473 8 | 34.812 3 | 0.425 4 | -785.366 3 | 73.479 5 | 2.110 7 | 1.113 7 | 73.22 |
物种名 Species | α0 | gx0 | gp0 | Rd0 | α0·gx0 | gx0/gp0 | R2(%) |
---|---|---|---|---|---|---|---|
小叶锦鸡儿Caragana microphylla | 0.098 936 | 3.470 717 | 0.002 134 | 0.002 746 | 0.343 378 | 1 626.734 | 95.34 |
克氏针茅Stipa krylovii | 0.094 221 | 0.797 234 | 0.000 488 | 0.000 819 | 0.075 116 | 1 632.72 | 40.79 |
羊草Leymus chinensis | 0.370 876 | 7.796 803 | 0.007 891 | 0.001 268 | 2.891 644 | 988.076 6 | 72.54 |
芨芨草Achnatherum splendens | 0.275 366 | 2.714 535 | 0.002 331 | 0.005 93 | 0.747 49 | 1 164.505 | 83.47 |
阿尔泰狗哇花Heteropappus altaicus | 0.093 729 | 4.731 7 | 0.003 463 | 0.005 385 | 0.443 496 | 1 366.514 | 47.46 |
冷蒿Artemisia frigida | 0.079 658 | 6.578 966 | 0.006 029 | 0.000 952 | 0.524 066 | 1 091.189 | 77.15 |
串铃草Phlomis mongolica | 0.061 603 | 3.113 858 | 0.002 024 | 0.000 876 | 0.191 823 | 1 538.135 | 94.30 |
马蔺Iris lactea | 0.053 508 | 6.044 045 | 0.004 673 | 0.001 697 | 0.323 407 | 1 293.323 | 94.47 |
银灰旋花Convolvulus ammannii | 0.130 856 | 1.825 062 | 0.001 003 | 0.002 176 | 0.238 82 | 1 819.592 | 67.60 |
表2 内蒙古典型草原区9 种植物净光合速率非线性回归结果
Table 2 Non-linear regression of photosynthesis parameters of nine plant species in the Inner Mongolia typical steppe
物种名 Species | α0 | gx0 | gp0 | Rd0 | α0·gx0 | gx0/gp0 | R2(%) |
---|---|---|---|---|---|---|---|
小叶锦鸡儿Caragana microphylla | 0.098 936 | 3.470 717 | 0.002 134 | 0.002 746 | 0.343 378 | 1 626.734 | 95.34 |
克氏针茅Stipa krylovii | 0.094 221 | 0.797 234 | 0.000 488 | 0.000 819 | 0.075 116 | 1 632.72 | 40.79 |
羊草Leymus chinensis | 0.370 876 | 7.796 803 | 0.007 891 | 0.001 268 | 2.891 644 | 988.076 6 | 72.54 |
芨芨草Achnatherum splendens | 0.275 366 | 2.714 535 | 0.002 331 | 0.005 93 | 0.747 49 | 1 164.505 | 83.47 |
阿尔泰狗哇花Heteropappus altaicus | 0.093 729 | 4.731 7 | 0.003 463 | 0.005 385 | 0.443 496 | 1 366.514 | 47.46 |
冷蒿Artemisia frigida | 0.079 658 | 6.578 966 | 0.006 029 | 0.000 952 | 0.524 066 | 1 091.189 | 77.15 |
串铃草Phlomis mongolica | 0.061 603 | 3.113 858 | 0.002 024 | 0.000 876 | 0.191 823 | 1 538.135 | 94.30 |
马蔺Iris lactea | 0.053 508 | 6.044 045 | 0.004 673 | 0.001 697 | 0.323 407 | 1 293.323 | 94.47 |
银灰旋花Convolvulus ammannii | 0.130 856 | 1.825 062 | 0.001 003 | 0.002 176 | 0.238 82 | 1 819.592 | 67.60 |
图1 基于气孔导度模型参数的聚类分析 1. 小叶锦鸡儿 Caragana microphylla 2. 克氏针茅 Stipa krylovii 3. 羊草 Leymus chinensis 4. 芨芨草 Achnatherum splendens 5. 阿尔泰狗哇花 Heteropappus altaicus 6. 冷蒿 Artemisia frigida 7. 串铃草 Phlomis mongolica 8. 马蔺 Iris lactea 9. 银灰旋花 Convolvulus ammannii
Fig.1 Cluster analysis based on the parameters of stomatal conductance model
[1] | Allen TFH, King AW, Milne BT, Johnson A, Turner S (1994). The problem of scaling in ecology. Evolutionary Trends in Plants, 7,3-8. |
[2] | Box EO (1981). Macroclimate and Plant Forms: an Introduction to Predictive Modeling in Phytogeography. Dr.W.Junk Publishers, the Hague. |
[3] | Box EO (1996). Plant functional types and climate at the global scale. Journal of Vegetation Science, 7,309-320. |
[4] | Bugmann H (1996). Functional types of trees in temperate and boreal forests: classification and testing. Journal of Vegetation Science, 7,359-370. |
[5] | Campbell GS, Jungbauer JD, Shiozawa S, Hungerford RD (1993). A one-parameter equation for water sorption isotherms of soils. Soil Science, 156,302-305. |
[6] | Chen XD (陈旭东), Chen ZX (陈仲新), Zhao YX (赵雨兴) (1998). The determination of ecotone and the characteristics of biome on Ordos Plateau. Acta Phytoecologica Sinica (植物生态学报), 22,312-318. (in Chinese with English abstract) |
[7] | Condit R, Hubbell SP, Forster RB (1996). Assessing the response of plant functional types to climatic change in tropical forests. Journal of Vegetation Science, 7,405-416. |
[8] | Cui XY (崔骁勇), Du ZC (杜占池), Wang YF (王艳芬) (2000). Photosynthetic characteristic of a semi-arid sandy grassland community in Inner Mongolia. Acta Phytoecologica Sinica (植物生态学报), 24,541-546. (in Chinese with English abstract) |
[9] |
Farquhar GD, Caemmerer SV, Berry JA (1980). A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species. Planta, 149,78-90.
URL PMID |
[10] |
Gao Q, Peng SL, Zhao P, Zeng XP, Cai X, Yu M, Shen WJ, Liu YH (2003). Explanation of vegetation succession in subtropical southern China in light of ecophysiological characteristics of plant species. Tree Physiology, 23,641-648.
DOI URL PMID |
[11] | Gao Q, Reynolds JF (2003). Historical shrub-grass transition in the northern Chihuahuan Desert: modeling the effect of shifting rainfall seasonality and event size over a landscape gradient. Global Change Biology, 9,1475-1493. |
[12] | Gao Q, Yu M, Yang XS, Wu JG (2001). Scaling simulation models for spatially heterogeneous ecosystems with diffusive transportation. Landscape Ecology, 16,289-300. |
[13] | Gao Q, Zhang XS, Huang YM, Xu HM (2004). A comparative analysis of four models of photosynthesis for 11 plant species in the Loess Plateau. Agricultural and Forest Meteorology, 126,203-222. |
[14] | Gao Q, Zhao P, Zeng X, Cai X, Shen W (2002). A model of stomatal conductance to quantify the relationship between leaf transpiration, microclimate and soil water stress. Plant, Cell and Environment, 25,1373-1381. |
[15] | Gitay H, Noble IR (1997). What are functional types and how should we seek them? In: Smith TM, Shugart HH, Woodward FIeds. Plant Functional Types: Their Relevance to Ecosystem Properties and Global Change. Cambridge University Press,Cambridge,3-19. |
[16] | Haxeltine A, Prentice IC (1996). BIOME3: an equilibrium terrestrial biosphere model based on ecophysiological constraints, resource availability, and competition among plant functional types. Global Biogeochemical Cycles, 10,693-709. |
[17] | Haxeltine A, Prentice IC, Creswell ID (1996). A coupled carbon and water flux model to predict vegetation structure. Journal of Vegetation Science, 7,651-666. |
[18] |
Holdridge LR (1947). Determination of world plant formations from simple climatic data. Science, 105,367-368.
URL PMID |
[19] | Epstein HE, Chapin FSⅢ, Walker MD, Starfield AM (2001). Analyzing the functional type concept in arctic plants using a dynamic vegetation model. Oikos, 95,239-252. |
[20] | Lavorel S, Garnier E (2002). Predicting the effects of environmental changes on plant community composition and ecosystem functioning: revisiting the Holy Grail. Functional Ecology, 16,545-556. |
[21] |
Lavorel S, McIntyre S, Landsberg J, Forbes D (1997). Plant functional classifications: from general groups to specific groups based on response to disturbance. Trends in Ecology and Evolution, 12,474-478.
DOI URL PMID |
[22] | Li GQ (李根前), Tang DR (唐德瑞), Zhao YQ (赵一庆) (2000). The biological property and ecological habit of Hippophae. Acta Botanica Boreali-Occidentalia Sinica (西北植物学报), 20,892-897. (in Chinese with English abstract). |
[23] | Li RP (李荣平), Liu ZM (刘志民), Jiang DM (蒋德明), Li XH (李雪华) (2004). Plant functional types and research methods. Chinese Journal of Ecology (生态学杂志), 23(1),102-106. (in Chinese with English abstract) |
[24] | Lin ZF (林植芳), Peng CL (彭长连), Sun ZJ (孙梓健), Lin GZ (林桂珠) (2000). Effect of light intensity on the partitioning of photosynthetic electron transport to photorespiration in four subtropical forest plants. Science in China (Series C) (中国科学C辑), 30(1),72-77. (in Chinese) |
[25] | McGuire AD, Melillo JM, Kicklighter DW, Joyce LA (1995). Equilibrium responses of soil carbon to climate change: empirical and process-based estimates. Journal of Biogeography, 22,785-796. |
[26] | McKane RB, Rastetter EB, Shaver GR, Nadelhoffer KJ, Giblin AE, Laundre JA, Chapin FS (1997). Climatic effects on tundra carbon storage inferred from experimental data and a model. Ecology, 78,1170-1187. |
[27] | Melillo JM, McGuire AD, Kicklighter DW, Moore B Ⅲ, Vorosmarty CJ, Schloss AL (1993). Global climate change and terrestrial net primary production. Nature, 363,234-240. |
[28] | Neilson RP, King GA, DeVelice RL, Lenihan JM (1992). Regional and local vegetation patterns:the responses of vegetation diversity to subcontinental air masses. In: Hansen AJ, di Castri Feds. Landscape Boundaries. Springer-Verlag, New York. |
[29] | Ni J (倪健) (2001). Plant functional types and biomass of China at a regional scale. Acta Botanica Sinica (植物学报), 43,419-425. (in Chinese with English abstract) |
[30] | Pan YD, McGuire AD, Melillo JM, Kicklighter DW, Sitch S, Prentice IC (2002). A biogeochemistry-based dynamic vegetation model and its application along a moisture gradient in the continental United States. Journal of Vegetation Science, 13,369-382. |
[31] | Prentice IC, Cramer W, Harrison SP, Leemans R, Monserud RA, Solomon AM (1992). A global biome model based on plant physiology and dominance, soil properties and climate. Journal of Biogeography, 19,117-134. |
[32] | Ruan CJ (阮成江), Li DQ (李代琼) (2001). Stomatal conductance and influence factors of seabuckthorn in Loess Hilly Region. Acta Botanica Boreali-Occidentalia Sinica (西北植物学报), 21,1078-1084. (in Chinese with English abstract) |
[33] | Shen ZH (沈泽昊), Zhang XS (张新时) (2000). A study on the classification of the plant functional types based on the topographical pattern of plant distribution. Acta Botanica Sinica (植物学报), 42,1190-1196. (in Chinese with English abstract) |
[34] | Sun GJ (孙国钧), Zhang R (张荣), Zhou L (周立) (2003). Trends and advances in researches on plant functional diversity and functional groups. Acta Ecologica Sinica (生态学报), 23,1430-1435. (in Chinese with English abstract) |
[35] | Sun HZ (孙慧珍), Guo QX (国庆喜), Zhou XF (周晓峰) (2004). Classification attribute and approach of plant functional types. Journal of Northeast Forestry University (东北林业大学学报), 32(2),81-83. (in Chinese with English abstract) |
[36] | Tai PD (台培东), Guo SH (郭书海), Song YF (宋玉芳), Sun TH (孙铁珩), Li PJ (李培军) (2000). Comparison of physiological characteristics of different ecotype plants. Chinese Journal of Applied Ecology (应用生态学报), 1,53-56. (in Chinese with English abstract) |
[37] | Tang HP (唐海萍), Jiang GM (蒋高明) (2000). Plant functional type and its significance in ecological research. Chinese Journal of Applied Ecology (应用生态学报), 11,461-464. (in Chinese with English abstract) |
[38] | Thornley JM, Johnson IR (1990). Plant and Crop Modelling. Clarendon Press, Oxford, UK. |
[39] | Weng ES (翁恩生), Zhou GS (周广胜) (2005). Defining plant functional types in China for global change studies. Acta Phytoecologica Sinica (植物生态学报), 29,81-97. (in Chinese with English abstract) |
[40] | Woodward FI, Cramer W (1996). Plant functional types and climatic changes: introduction. Journal of Vegetation Science, 7,306-308. |
[41] | Wu JG, Hobbs R (2002). Key issues and research priorities in 1andscape ecology:an idiosyncratic synthesis. Landscape Ecology, 17,355-365. |
[42] | Xu HM (许红梅), Gao Q (高琼), Huang YM (黄永梅), Jia HK (贾海坤) (2004). Photosynthetic characteristics of six plant species in a forest steppe of the Loess Plateau, China. Acta Phytoecologica Sinica (植物生态学报), 28,157-163. (in Chinese with English abstract) |
[43] | Yang JW (杨建伟), Han RL (韩芮莲), Wei YK (魏宇昆), Sun Q (孙群), Liang ZS (梁宗锁) (2002). Water relation and growth of seabuckthorn and poplar under different soil water content. Acta Botanica Boreali-Occidentalia Sinica (西北植物学报), 22,579-586. (in Chinese with English abstract) |
[44] | Yu Q (于强), Xie XQ (谢贤群), Sun SF (孙菽芬), Wang TD (王天铎), Lu PL (陆佩玲) (1999). Advances in simulation of plant photosynthetic productivity and canopy evapotranspiration. Acta Ecologica Sinica (生态学报), 19,744-753. (in Chinese with English abstract) |
[45] | Zhang SR (张守仁), Gao RF (高荣孚) (1998). Study on the stomatal ecophysiological characters of two new clones of Sect.Leuce. Acta Ecologica Sinica (生态学报), 18,358-363. (in Chinese with English abstract) |
[46] | Zheng FY (郑凤英), Peng SL (彭少麟) (2003). Responses of plant stomatal conductance to elevated CO2 at different scales. Chinese Journal of Ecology (生态学杂志), 22(1),26-30. (in Chinese with English abstract) |
[1] | 翟江维, 林馨慧, 武瑞哲, 徐义昕, 靳豪豪, 金光泽, 刘志理. 小兴安岭不同功能型阔叶植物的柄叶权衡[J]. 植物生态学报, 2022, 46(6): 700-711. |
[2] | 周楷玲, 赵玉金, 白永飞. 基于Sentinel-2A数据的东北森林植物多样性监测方法研究[J]. 植物生态学报, 2022, 46(10): 1251-1267. |
[3] | 杨蕾, 孙晗, 樊艳文, 韩威, 曾令兵, 刘超, 王襄平. 长白山木本植物叶片氮磷含量的海拔梯度格局及影响因子[J]. 植物生态学报, 2017, 41(12): 1228-1238. |
[4] | 刘娟, 邓徐, 吕利新. 西藏八宿川西云杉树线过渡区树木生长与气候关系的一致性[J]. 植物生态学报, 2015, 39(5): 442-452. |
[5] | 樊大勇, 熊高明, 张爱英, 刘曦, 谢宗强, 李兆佳. 三峡库区水位调度对消落带生态修复中物种筛选实践的影响[J]. 植物生态学报, 2015, 39(4): 416-432. |
[6] | 于鸿莹, 陈莹婷, 许振柱, 周广胜. 内蒙古荒漠草原植物叶片功能性状关系及其经济谱分析[J]. 植物生态学报, 2014, 38(10): 1029-1040. |
[7] | 李燕,朱志红. 高寒草甸对刈割、施肥和浇水发生响应的最优植物性状集和功能型[J]. 植物生态学报, 2013, 37(5): 384-396. |
[8] | 慈敦伟,戴良香,宋文武,张智猛. 花生萌发至苗期耐盐胁迫的基因型差异[J]. 植物生态学报, 2013, 37(11): 1018-1027. |
[9] | 郑新军, 李嵩, 李彦. 准噶尔盆地荒漠植物的叶片水分吸收策略[J]. 植物生态学报, 2011, 35(9): 893-905. |
[10] | 祝介东, 孟婷婷, 倪健, 苏宏新, 谢宗强, 张守仁, 郑元润, 肖春旺. 不同气候带间成熟林植物叶性状间异速生长关系 随功能型的变异[J]. 植物生态学报, 2011, 35(7): 687-698. |
[11] | 徐振锋, 尹华军, 赵春章, 曹刚, 万名利, 刘庆. 陆地生态系统凋落物分解对全球气候变暖的响应[J]. 植物生态学报, 2009, 33(6): 1208-1219. |
[12] | 杨浩, 白永飞, 李永宏, 韩兴国. 内蒙古典型草原物种组成和群落结构对长期放牧的响应[J]. 植物生态学报, 2009, 33(3): 499-507. |
[13] | 胡楠, 范玉龙, 丁圣彦, 卢训令. 伏牛山自然保护区森林生态系统乔木植物功能型分类[J]. 植物生态学报, 2008, 32(5): 1104-1115. |
[14] | 陈瑜, 倪健. 利用孢粉记录定量重建大尺度古植被格局[J]. 植物生态学报, 2008, 32(5): 1201-1212. |
[15] | 张志东, 臧润国. 海南岛霸王岭热带天然林景观中木本植物功能型分布的影响因素[J]. 植物生态学报, 2007, 31(6): 1092-1102. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||
Copyright © 2022 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