Biodiv Sci ›› 2011, Vol. 19 ›› Issue (4): 414-423. DOI: 10.3724/SP.J.1003.2011.10289
• Original Papers • Previous Articles Next Articles
Shengbin Chen1, Zhiyun Ouyang1,*(), Yu Fang1, Zhenji Li2
Received:
2010-12-03
Accepted:
2011-04-20
Online:
2011-07-20
Published:
2011-07-29
Contact:
Zhiyun Ouyang
Shengbin Chen, Zhiyun Ouyang, Yu Fang, Zhenji Li. Geographic patterns of endemic seed plant genera diversity in China[J]. Biodiv Sci, 2011, 19(4): 414-423.
属丰富度 GRN | 特有属丰富度 EGRN | |
---|---|---|
特有属丰富度 EGRN | 0.703* | |
特有属比例 EGR | 0.311* | 0.852* |
Table 1 Correlation between genera richness (GRN), endemic genera richness (EGRN), and endemic genera ratio (EGR) of seed plants in China. Richness data were ln-transformed.
属丰富度 GRN | 特有属丰富度 EGRN | |
---|---|---|
特有属丰富度 EGRN | 0.703* | |
特有属比例 EGR | 0.311* | 0.852* |
Fig. 2 Changes of genera richness (GRN) (a, b), endemic genera richness (EGRN) (c, d), and endemic genera ratio (EGR) (e, f) of seed plants along with longitude and latitude. Richness data were ln-transformed.
Fig. 3 Moran’s I of genera richness (GRN), endemic genera richness (EGRN), and endemic genera ratio (EGR) of seed plants at different distance classes
自变量 Independent variables | 属丰富度 GRN | 特有属丰富度 EGRN | 特有属比例 EGR | |||||
---|---|---|---|---|---|---|---|---|
一次 Linear | 二次 Quadratic | 一次 Linear | 二次 Quadratic | 一次 Linear | 二次 Quadratic | |||
面积 AREA (–) | 0.051* | 0 0.008 | 0.005 | |||||
海拔幅度 REL (+) | 0.004 | 0.050* | 0.067* | 0.084* | 0.106* | 0.102* | ||
年均温 TEM (+) | 0.304* | 0.304* | 0.100* | 0.192* | 0.001 | 0.130* | ||
最冷月均温 TCM (+) | 0.377* | 0.376* | 0.189* | 0.353* | 0.010 | 0.220* | ||
年降雨量 PRE (+) | 0.389* | 0.506* | 0.148* | 0.308* | 0.001 | 0.144* | ||
最干月降雨量 PDM (+) | 0.210* | 0.282* | 0.108* | 0.115* | 0.005 | 0.006 | ||
潜在蒸散 PET (+) | 0.342* | 0.380* | 0.075* | 0.214* | 0.002 | 0.126* | ||
实际蒸散 AET (+) | 0.465* | 0.520* | 0.198* | 0.309* | 0.008 | 0.116* |
Table 2 Regression coefficient of genera richness (GRN), endemic genera richness (EGRN) and endemic genera ratio (EGR) of seed plants with each environmental factor
自变量 Independent variables | 属丰富度 GRN | 特有属丰富度 EGRN | 特有属比例 EGR | |||||
---|---|---|---|---|---|---|---|---|
一次 Linear | 二次 Quadratic | 一次 Linear | 二次 Quadratic | 一次 Linear | 二次 Quadratic | |||
面积 AREA (–) | 0.051* | 0 0.008 | 0.005 | |||||
海拔幅度 REL (+) | 0.004 | 0.050* | 0.067* | 0.084* | 0.106* | 0.102* | ||
年均温 TEM (+) | 0.304* | 0.304* | 0.100* | 0.192* | 0.001 | 0.130* | ||
最冷月均温 TCM (+) | 0.377* | 0.376* | 0.189* | 0.353* | 0.010 | 0.220* | ||
年降雨量 PRE (+) | 0.389* | 0.506* | 0.148* | 0.308* | 0.001 | 0.144* | ||
最干月降雨量 PDM (+) | 0.210* | 0.282* | 0.108* | 0.115* | 0.005 | 0.006 | ||
潜在蒸散 PET (+) | 0.342* | 0.380* | 0.075* | 0.214* | 0.002 | 0.126* | ||
实际蒸散 AET (+) | 0.465* | 0.520* | 0.198* | 0.309* | 0.008 | 0.116* |
模型 Model | 自变量 Independent variables | R2 (%) | AIC | P |
---|---|---|---|---|
属丰富度(GRN) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 9.1 | 178 | < 0.001 |
气候模型 Climatic model | PRE, PRE2, PDM, PDM2, PET, TCM, TEM2 | 57.4 | 52 | < 0.001 |
空间模型 Spatial model | X, XY, Y2, X3, X2Y, XY2 | 46.6 | 96 | < 0.001 |
综合模型 Integrative model | AREA, REL2, PRE, PRE2, PET, X, XY, XY2 | 66.7 | 35 | < 0.001 |
特有属丰富(EGRN) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 11.9 | 430 | < 0.001 |
气候模型 Climatic model | TEM, TEM2, TCM, PRE, PRE2, PDM, PDM2, PET, AET | 60.1 | 305 | < 0.001 |
空间模型 Spatial model | X, Y, XY, Y2, X3, X2Y, XY2, Y3 | 58.0 | 306 | < 0.001 |
综合模型 Integrative model | AREA, REL2, PRE, PRE2, X, Y, Y2, X2Y, XY2 | 73.9 | 240 | < 0.001 |
特有属比例(EGR) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 12.2 | 578 | < 0.001 |
气候模型 Climatic model | TEM, TEM2, TCM, PET, PRE, PRE2 | 49.1 | 490 | < 0.001 |
空间模型 Spatial model | X, Y, X2, XY, Y2, X2Y, XY2, Y3 | 53.5 | 471 | < 0.001 |
综合模型 Integrative model | REL, REL2, TEM, TCM, PET, Y, X2, XY, X2Y, XY2, Y3 | 62.2 | 229 | < 0.001 |
Table 3 Summary of heterogeneity, climate, spatial and integrative models for genera richness (GRN), endemic genera richness (EGRN) and endemic genera ratio (EGR) of seed plants
模型 Model | 自变量 Independent variables | R2 (%) | AIC | P |
---|---|---|---|---|
属丰富度(GRN) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 9.1 | 178 | < 0.001 |
气候模型 Climatic model | PRE, PRE2, PDM, PDM2, PET, TCM, TEM2 | 57.4 | 52 | < 0.001 |
空间模型 Spatial model | X, XY, Y2, X3, X2Y, XY2 | 46.6 | 96 | < 0.001 |
综合模型 Integrative model | AREA, REL2, PRE, PRE2, PET, X, XY, XY2 | 66.7 | 35 | < 0.001 |
特有属丰富(EGRN) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 11.9 | 430 | < 0.001 |
气候模型 Climatic model | TEM, TEM2, TCM, PRE, PRE2, PDM, PDM2, PET, AET | 60.1 | 305 | < 0.001 |
空间模型 Spatial model | X, Y, XY, Y2, X3, X2Y, XY2, Y3 | 58.0 | 306 | < 0.001 |
综合模型 Integrative model | AREA, REL2, PRE, PRE2, X, Y, Y2, X2Y, XY2 | 73.9 | 240 | < 0.001 |
特有属比例(EGR) | ||||
生境异质性模型 Heterogeneity model | AREA, REL, REL2 | 12.2 | 578 | < 0.001 |
气候模型 Climatic model | TEM, TEM2, TCM, PET, PRE, PRE2 | 49.1 | 490 | < 0.001 |
空间模型 Spatial model | X, Y, X2, XY, Y2, X2Y, XY2, Y3 | 53.5 | 471 | < 0.001 |
综合模型 Integrative model | REL, REL2, TEM, TCM, PET, Y, X2, XY, X2Y, XY2, Y3 | 62.2 | 229 | < 0.001 |
因变量 Response variables | 独立效应 Pure components (%) | 交互效应 Shared components (%) | 解释的总方差 Total variance explained (%) | |||||
---|---|---|---|---|---|---|---|---|
H | C | S | HC | HS | CS | HCS | ||
属丰富度 GRN | 8.2 | 9.1 | 2.4 | -6.3 | 1.2 | 36.9 | -7.1 | 66.7 |
特有属丰富度 EGRN | 7.5 | 5.7 | 8.9 | 1.7 | 5.2 | 41.8 | 2.0 | 73.9 |
特有属比例 EGR | 2.5 | 1.9 | 9.8 | 6.8 | 6.1 | 35.9 | 3.2 | 62.2 |
Table 4 Spatial variance in genera richness (GRN), endemic genera richness (EGRN), and endemic genera ratio (EGR) of seed plants explained exclusively by heterogeneity (H), climatic factors (C) and spatial factors (S), as well as jointly by the interactions between these groups (HC, HS, CS and HCS)
因变量 Response variables | 独立效应 Pure components (%) | 交互效应 Shared components (%) | 解释的总方差 Total variance explained (%) | |||||
---|---|---|---|---|---|---|---|---|
H | C | S | HC | HS | CS | HCS | ||
属丰富度 GRN | 8.2 | 9.1 | 2.4 | -6.3 | 1.2 | 36.9 | -7.1 | 66.7 |
特有属丰富度 EGRN | 7.5 | 5.7 | 8.9 | 1.7 | 5.2 | 41.8 | 2.0 | 73.9 |
特有属比例 EGR | 2.5 | 1.9 | 9.8 | 6.8 | 6.1 | 35.9 | 3.2 | 62.2 |
[1] | Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, 716-723. |
[2] | Anderson S (1994) Area and endemism. Quarterly Review of Biology, 69, 451-471. |
[3] | Borcard D, Legendre P, Drapeau P (1992) Partialling out the spatial component of ecological variation. Ecology, 73, 1045-1055. |
[4] | Casazza G, Zappa E, Mariotti MG, Médail F, Minuto L (2008) Ecological and historical factors affecting distribution pattern and richness of endemic plant species: the case of the Maritime and Ligurian Alps hotspot. Diversity and Distributions, 14, 47-58. |
[5] | Chang H (张宏达) (1997) Plant endemism and biodiversity. Ecologic Science (生态科学), 16, 9-17. (in Chinese with English abstract) |
[6] | Chen SB, Jiang GM, Ouyang ZY, Xu WH, Xiao Y (2011) Relative importance of water, energy, and heterogeneity in determining regional pteridophyte and seed plant richness in China. Journal of Systematics and Evolution, 49, 95-107. |
[7] | Diniz-Filho JAF, Bini LM, Hawkins BA (2003) Spatial autocorrelation and red herrings in geographical ecology. Global Ecology and Biogeography, 12, 53-64. |
[8] | Dutilleul P (1993) Modifying the t test for assessing the correlation between two spatial processes. Biometrics, 49, 305-314. |
[9] | Feng JM (冯建孟), Zhu YY (朱有勇) (2010) On the genera of seed plants endemic to China in Yunnan. Ecology and Environmental Sciences (生态环境学报), 19, 621-625. (in Chinese with English abstract) |
[10] | Hao RM (郝日明) (1997) On the areal-types of the Chinese endemic genera of seed plants. Acta Phytotaxonomica Sinica (植物分类学报), 35, 500-510. (in Chinese with English abstract) |
[11] | Huang JH, Chen JH, Ying JS, Ma KP (2011) Features and distribution patterns of Chinese endemic seed plant species. Journal of Systematics and Evolution, 49, 81-94. |
[12] | Lamoreux JF, Morrison JC, Ricketts TH, Olson DM, Dinerstein E, McKnight MW, Shugart HH (2006) Global tests of biodiversity concordance and the importance of endemism. Nature, 440, 212-214. |
[13] | Legendre P, Legendre L (1998) Numerical Ecology. Elsevier Science, Amsterdam. |
[14] | Lei FM (雷富民), Tang QQ (唐芊芊), An SC (安书成) (2004) Species differentiation and distribution of endemic genera of birds in China. Journal of Shaanxi Normal University (陕西师范大学学报), 32, 104-114. (in Chinese with English abstract) |
[15] | Li XW (李锡文) (1994) Two big biodiversity centres of Chinese endemic genera of seed plants and their characteristics in Yunnan Province. Acta Botanica Yunnanica (云南植物研究), 16, 209-220. (in Chinese with English abstract) |
[16] | Ma J (马骥), Deng HZ (邓虹珠), Chao Z (晁志), Liu CM (刘传明), Zhang HW (张宏伟) (2004) Medicinal plant resources of the Chinese endemic genera of seed plants. China Journal of Chinese Materia Medica (中国中药杂志), 29, 123-129. (in Chinese with English abstract) |
[17] | Mac Nally R (2000) Regression and model-building in conservation biology, biogeography and ecology: the distinction between―and reconciliation of―‘predictive’ and ‘explanatory’ models. Biodiversity and Conservation, 9, 655-671. |
[18] | Moran PAP (1950) Notes on continuous stochastic phenomena. Biometrika, 37, 17-23. |
[19] | Rangel TFLVB, Diniz-Filho JAF, Bini LM (2006) Towards an integrated computational tool for spatial analysis in macroecology and biogeography. Global Ecology and Biogeography, 15, 321-327. |
[20] | Shen ZH (沈泽昊), Zhang XS (张新时) (2000) A quantitative analysis on the floristic elements of the Chinese subtropical region and their spatial patterns. Acta Phytotaxonomica Sinica (植物分类学报), 38, 366-380. (in Chinese with English abstract) |
[21] | Wang HS (王荷生) (1989) A study on the origin of spermatophytic genera endemic to China. Acta Botanica Yunnanica (云南植物研究), 11, 1-16. (in Chinese with English abstract) |
[22] | Wang HS (王荷生), Zhang YL (张镱锂) (1994a) The distribution patterns of spermatophytic families and genera endemic to China. Acta Geographica Sinica (地理学报), 49, 403-417. (in Chinese with English abstract) |
[23] | Wang HS (王荷生), Zhang YL (张镱锂) (1994b) The biodiversity and characters of spermatophytic genera endemic to China. Acta Botanica Yunnanica (云南植物研究), 16, 209-220. (in Chinese with English abstract) |
[24] | Willig MR, Kaufman DM, Stevens RD (2003) Latitudinal gradients of biodiversity: pattern, process, scale, and synthesis. Annual Review of Ecology, Evolution, and Systematics, 34, 273-309. |
[25] | Wu ZY (吴征镒) (1991) The areal-types of Chinese genera of seed plants. Acta Botanica Yunnanica (云南植物研究), 13(Suppl.), 1-139. (in Chinese with English abstract) |
[26] | Wu ZY (吴征镒), Sun H (孙航), Zhou ZK (周浙昆), Li DZ (李德铢), Peng H (彭华) (2011) Floristics of Seed Plants from China (中国种子植物区系地理). Science Press, Beijing. (in Chinese) |
[27] | Wu ZY (吴征镒), Sun H (孙航), Zhou ZK (周浙昆), Peng H (彭华), Li DZ (李德铢) (2005) Origin and differentiation of endemism in the flora of China. Acta Botanica Yunnanica (云南植物研究), 27, 577-604. (in Chinese with English abstract) |
[28] | Xu J (许瑾), Liu ED (刘恩德), Peng H (彭华) (2008) Distribution change of Craspedolobium schochii and unacceptability of its endemism to China. Journal of Tropical and Subtropical Botany (热带亚热带植物学报), 16, 266-270. (in Chinese with English abstract) |
[29] | Ying TS (应俊生) (1996) Areography of the endemic genera of seed plants in China. Acta Phytotaxonomica Sinica (植物分类学报), 34, 479-485. (in Chinese with English Abstract) |
[30] | Ying TS (应俊生), Zhang YL (张玉龙) (1994) The Endemic Genera of Seed Plants of China (中国种子植物特有属). Science Press, Beijing. (in Chinese) |
[31] | Zhu H (朱华) (2008) Distribution patterns of genera of Yunnan seed plants with references to their biogeographical significances. Advances in Earth Science (地球科学进展), 23, 830-839. (in Chinese with English abstract) |
[32] | Zhu H, Ma YX, Yan LC, Hu HB (2007) The relationship between geography and climate in the generic-level patterns of Chinese seed plants. Acta Phytotaxonomica Sinica (植物分类学报), 45, 134-166. |
[1] | Shuhan Yang, He Wang, Lei Chen, Yingfei Liao, Guang Yan, Yining Wu, Hongfei Zou. Effects of heterogeneous habitat on soil nematode community characteristics in the Songnen Plain [J]. Biodiv Sci, 2024, 32(1): 23295-. |
[2] | Minghui Wang, Zhaoquan Chen, Shuaifeng Li, Xiaobo Huang, Xuedong Lang, Zihan Hu, Ruiguang Shang, Wande Liu. Spatial pattern of dominant species with different seed dispersal modes in a monsoon evergreen broad-leaved forest in Pu’er, Yunnan Province [J]. Biodiv Sci, 2023, 31(9): 23147-. |
[3] | Shidong Li. On the spatiotemporal development and driving factors of national parks in China and the United States [J]. Biodiv Sci, 2023, 31(6): 23040-. |
[4] | Yanqiu Xie, Hui Huang, Chunxiao Wang, Yaqin He, Yixuan Jiang, Zilin Liu, Chuanyuan Deng, Yushan Zheng. Determinants of species-area relationship and species richness of coastal endemic plants in the Fujian islands [J]. Biodiv Sci, 2023, 31(5): 22345-. |
[5] | Hong Chen, Xiaoqing Xian, Yixue Chen, Na Lin, Miaomiao Wang, Zhipeng Li, Jian Zhao. Spatial pattern and driving factors on the prevalence of red imported fire ant (Solenopsis invicta) in island cities: A case study of Haitan Island, Fujian [J]. Biodiv Sci, 2023, 31(5): 22501-. |
[6] | Bingyang Ding, Xiaofeng Jin, Yonghua Zhang, Genyou Li, Zhenghai Chen, Fanggang Zhang. Distribution pattern and floristic regionalization of wild seed plants in Zhejiang Province, China [J]. Biodiv Sci, 2023, 31(4): 22515-. |
[7] | Wei Zhang, Dongdong Zhai, Fei Xiong, Hongyan Liu, Yuanyuan Chen, Ying Wang, Chuansong Liao, Xinbin Duan, Huiwu Tian, Huatang Deng, Daqing Chen. Community structure and functional diversity of fishes in the Three Gorges Reservoir [J]. Biodiv Sci, 2023, 31(2): 22136-. |
[8] | Xi Tian, Wencong Liu, Jiesheng Rao, Xiaofeng Wang, Tao Yang, Xi Chen, Qiuyu Zhang, Qiming Liu, Yanxiao Xu, Xu Zhang, Zehao Shen. Patterns and causes of forest gap disturbance in a semi-humid evergreen broadleaved forest in the Jizu Mountains, Yunnan [J]. Biodiv Sci, 2023, 31(11): 23219-. |
[9] | Xiaofeng Jin, Yifei Lu, Bingyang Ding, Genyou Li, Zhenghai Chen, Fanggang Zhang. Species cataloging of the seed plants in Zhejiang, East China [J]. Biodiv Sci, 2022, 30(6): 21408-. |
[10] | Nan Ye, Beibei Hou, Chao Wang, Ruiwu Wang, Jianxiao Song. Spatial self-organization in microbial interactions [J]. Biodiv Sci, 2022, 30(5): 21458-. |
[11] | Fei Fu, Huiyu Wei, Yuteng Chang, Beixin Wang, Kai Chen. Elevational patterns of life history and ecological trait diversity of aquatic insects in the middle of the Lancang River: The effects of climate and land use variables [J]. Biodiv Sci, 2022, 30(5): 21332-. |
[12] | Jiahuan Sun, Dong Liu, Jiaqi Zhu, Shuning Zhang, Meixiang Gao. Spatial distribution pattern of soil mite community and body size in wheat- maize rotation farmland [J]. Biodiv Sci, 2022, 30(12): 22292-. |
[13] | Wanyi Zhao, Zhongcheng Liu, Huagu Ye, Lei Wang, Gongxi Chen, Keming Liu, Xuanhuai Zhan, Wenbo Liao. Floristic characteristics and north-south differentiation of seed plants in the Luoxiao Mountains [J]. Biodiv Sci, 2020, 28(7): 842-853. |
[14] | Yaobin Song, Li Xu, Junpeng Duan, Weijun Zhang, Xiaolu Shentu, Tianxiang Li, Runguo Zang, Ming Dong. Sex ratio and spatial pattern of Taxus fuana, a Wild Plant with Extremely Small Populations in Tibet [J]. Biodiv Sci, 2020, 28(3): 269-276. |
[15] | Zhenpeng Ge, Quanxing Liu. More than the sum of its parts: Self-organized patterns and emergent properties of ecosystems [J]. Biodiv Sci, 2020, 28(11): 1431-1443. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2022 Biodiversity Science
Editorial Office of Biodiversity Science, 20 Nanxincun, Xiangshan, Beijing 100093, China
Tel: 010-62836137, 62836665 E-mail: biodiversity@ibcas.ac.cn