Biodiv Sci ›› 2018, Vol. 26 ›› Issue (11): 1133-1146. DOI: 10.17520/biods.2018098
• Original Papers: Plant Diversity • Next Articles
Lisha Lü1,2, Hongyu Cai2, Yong Yang3, Zhiheng Wang2,*(), Hui Zeng1
Received:
2018-04-02
Accepted:
2018-05-21
Online:
2018-11-20
Published:
2019-01-08
Contact:
Wang Zhiheng
About author:
# Co-first authors
Lisha Lü, Hongyu Cai, Yong Yang, Zhiheng Wang, Hui Zeng. Geographic patterns and environmental determinants of gymnosperm species diversity in China[J]. Biodiv Sci, 2018, 26(11): 1133-1146.
Fig. 1 Species diversity patterns of gymnosperms in China. (a) Species diversity of all gymnosperms; (b) Ratio of gymnosperms to angiosperms; (c) Species diversity of Pinidae; (d) Ratio of Pinidae to all gymnosperms; (e) Species diversity of Gnetidae; (f) Ratio of Gnetidae to all gymnosperms; (g) Species diversity of Cycadidae; (h) Ratio of Cycadidae to all gymnosperms.
Fig. 2 Species diversity patterns of gymnosperms in China. (a) Pinaceae; (b) Cupressaceae; (c) Podocarpaceae; (d) Taxaceae; (e) Ephedraceae; (f) Gnetaceae.
环境变量 Environmental determinants | 全部All gymno- sperms | 比例 Ratio | 松柏亚纲 Pinidae | 买麻藤亚纲 Gnetidae | 苏铁亚纲 Cycadidae | 松科 Pinaceae | 柏科 Cupres- saceae | 罗汉松科 Podocar- paceae | 红豆杉科 Taxaceae | 麻黄科 Ephed- raceae | 买麻藤科 Gnetaceae |
---|---|---|---|---|---|---|---|---|---|---|---|
MAT | 0.278* | -0.826* | 0.501* | -0.266* | 0.455* | 0.115 | 0.376* | 0.421* | 0.352* | -0.198* | 0.342* |
MTCQ | 0.338* | -0.805* | 0.504* | -0.378* | 0.535* | 0.207* | 0.417* | 0.476* | 0.366* | -0.397* | 0.394* |
WI | 0.232 | -0.790* | 0.429* | -0.191* | 0.467* | 0.024 | 0.277* | 0.429* | 0.230* | -0.084 | 0.346* |
PET | 0.212 | -0.778* | 0.426* | -0.182* | 0.426* | 0.007 | 0.274* | 0.395* | 0.233* | -0.076 | 0.274* |
MAP | 0.478* | -0.706* | 0.615* | -0.423* | 0.044 | 0.365* | 0.449* | 0.286* | 0.313* | -0.520* | 0.105 |
PCQ | 0.331* | -0.117* | 0.416* | -0.288* | -0.169* | 0.113 | 0.323* | 0.087 | 0.303* | -0.291* | -0.117* |
MI | 0.491* | -0.469* | 0.617* | -0.465* | -0.222* | 0.529* | 0.485* | 0.028 | 0.230* | -0.467* | -0.132* |
AET | 0.391* | -0.748* | 0.555* | -0.459* | 0.403* | 0.336* | 0.350* | 0.392* | 0.246* | -0.547* | 0.291* |
ER | 0.484* | 0.080 | 0.333* | 0.006 | -0.164* | 0.335* | 0.321* | 0.066 | 0.187* | 0.012 | -0.088 |
TR | 0.462* | 0.089 | 0.313* | -0.015 | -0.140* | 0.334* | 0.306* | 0.071 | 0.163* | -0.014 | -0.067 |
PR | 0.556* | -0.431* | 0.614* | -0.228* | 0.092 | 0.412* | 0.486* | 0.068 | 0.166* | -0.185* | -0.139* |
MATano | -0.400* | 0.517* | -0.407* | 0.047 | -0.546* | -0.042 | -0.399* | -0.551* | -0.376* | -0.120* | -0.451* |
MAPano | 0.001 | -0.099 | 0.020 | -0.033 | 0.170* | -0.079* | -0.112* | 0.501* | -0.113* | 0.132* | 0.192* |
Table 1 Bivariate correlations (R) between species diversity of all gymnosperm species, species diversity of gymnosperms in different clades, ratio of all gymnosperms to angiosperms and environmental determinants in China
环境变量 Environmental determinants | 全部All gymno- sperms | 比例 Ratio | 松柏亚纲 Pinidae | 买麻藤亚纲 Gnetidae | 苏铁亚纲 Cycadidae | 松科 Pinaceae | 柏科 Cupres- saceae | 罗汉松科 Podocar- paceae | 红豆杉科 Taxaceae | 麻黄科 Ephed- raceae | 买麻藤科 Gnetaceae |
---|---|---|---|---|---|---|---|---|---|---|---|
MAT | 0.278* | -0.826* | 0.501* | -0.266* | 0.455* | 0.115 | 0.376* | 0.421* | 0.352* | -0.198* | 0.342* |
MTCQ | 0.338* | -0.805* | 0.504* | -0.378* | 0.535* | 0.207* | 0.417* | 0.476* | 0.366* | -0.397* | 0.394* |
WI | 0.232 | -0.790* | 0.429* | -0.191* | 0.467* | 0.024 | 0.277* | 0.429* | 0.230* | -0.084 | 0.346* |
PET | 0.212 | -0.778* | 0.426* | -0.182* | 0.426* | 0.007 | 0.274* | 0.395* | 0.233* | -0.076 | 0.274* |
MAP | 0.478* | -0.706* | 0.615* | -0.423* | 0.044 | 0.365* | 0.449* | 0.286* | 0.313* | -0.520* | 0.105 |
PCQ | 0.331* | -0.117* | 0.416* | -0.288* | -0.169* | 0.113 | 0.323* | 0.087 | 0.303* | -0.291* | -0.117* |
MI | 0.491* | -0.469* | 0.617* | -0.465* | -0.222* | 0.529* | 0.485* | 0.028 | 0.230* | -0.467* | -0.132* |
AET | 0.391* | -0.748* | 0.555* | -0.459* | 0.403* | 0.336* | 0.350* | 0.392* | 0.246* | -0.547* | 0.291* |
ER | 0.484* | 0.080 | 0.333* | 0.006 | -0.164* | 0.335* | 0.321* | 0.066 | 0.187* | 0.012 | -0.088 |
TR | 0.462* | 0.089 | 0.313* | -0.015 | -0.140* | 0.334* | 0.306* | 0.071 | 0.163* | -0.014 | -0.067 |
PR | 0.556* | -0.431* | 0.614* | -0.228* | 0.092 | 0.412* | 0.486* | 0.068 | 0.166* | -0.185* | -0.139* |
MATano | -0.400* | 0.517* | -0.407* | 0.047 | -0.546* | -0.042 | -0.399* | -0.551* | -0.376* | -0.120* | -0.451* |
MAPano | 0.001 | -0.099 | 0.020 | -0.033 | 0.170* | -0.079* | -0.112* | 0.501* | -0.113* | 0.132* | 0.192* |
校正后模型解释率 Adjust R2 | 能量 Energy factors | 水分 Precipitation factors | 异质性 Environmental heterogeneity | 过去气候变化 Climate anomaly | ||
---|---|---|---|---|---|---|
裸子植物 All gymnosperms | 变量 Variables | 0.436 | PET | MI | ER | MATano |
偏决定系数 Partial R2 | 0.037 | 0.081 | 0.171 | 0.010 | ||
标准化系数 Standardized coefficient | 0.228 | 0.255 | 0.464 | -0.107 | ||
裸子植物/ 被子植物 Ratio of gymnosperms to angiosperms | 变量 Variables | 0.734 | MAT | AET | PR | MAPano |
偏决定系数 Partial R2 | 0.413 | 0.061 | 0.005 | 0.010 | ||
标准化系数 Standardized coefficient | -0.635 | -0.257 | -0.055 | 0.054 | ||
松柏亚纲 Pinidae | 变量 Variables | 0.526 | MAT | MI | ER | MATano |
偏决定系数 Partial R2 | 0.135 | 0.172 | 0.119 | 0.001 | ||
标准化系数 Standardized coefficient | 0.415 | 0.387 | 0.335 | 0.038 | ||
松科 Pinaceae | 变量 Variables | 0.331 | MAT | MI | ER | MATano |
偏决定系数 Partial R2 | 0.008 | 0.194 | 0.057 | 0.033 | ||
标准化系数 Standardized coefficient | 0.122 | 0.480 | 0.277 | 0.207 | ||
柏科 Cupressaceae | 变量 Variables | 0.360 | MAT | MI | ER | MAPano |
偏决定系数 Partial R2 | 0.107 | 0.080 | 0.084 | 0.026 | ||
标准化系数 Standardized coefficient | 0.314 | 0.290 | 0.311 | -0.126 | ||
罗汉松科 Podocarpaceae | 变量 Variables | 0.370 | PET | MI | TR | MATano |
偏决定系数 Partial R2 | 0.034 | 0.013 | 0.052 | 0.144 | ||
标准化系数 Standardized coefficient | 0.366 | 0.169 | 0.408 | -0.538 | ||
红豆杉科 Taxaceae | 变量 Variables | 0.282 | MAT | PCQ | ER | MAPano |
偏决定系数 Partial R2 | 0.087 | 0.059 | 0.099 | 0.046 | ||
标准化系数 Standardized coefficient | 0.454 | 0.220 | 0.498 | -0.127 | ||
买麻藤亚纲 Gnetidae | 变量 Variables | 0.364 | MTCQ | MI | PR | MATano |
偏决定系数 Partial R2 | 0.162 | 0.128 | 0.019 | 0.119 | ||
标准化系数 Standardized coefficient | -0.574 | -0.468 | 0.160 | -0.424 | ||
买麻藤科 Gnetaceae | 变量 Variables | 0.314 | MTCQ | PCQ | ER | MATano |
偏决定系数 Partial R2 | 0.034 | 0.018 | 0.074 | 0.178 | ||
标准化系数 Standardized coefficient | 0.551 | -0.124 | 0.569 | -0.704 | ||
麻黄科 Ephedraceae | 变量 Variables | 0.431 | MTCQ | AET | PR | MATano |
偏决定系数 Partial R2 | 0.141 | 0.186 | 0.022 | 0.062 | ||
标准化系数 Standardized coefficient | -0.571 | -0.830 | 0.156 | -0.296 | ||
苏铁亚纲 Cyacadidae | 变量 Variables | 0.416 | MTCQ | PCQ | PR | MATano |
偏决定系数 Partial R2 | 0.028 | 0.096 | 0.034 | 0.151 | ||
标准化系数 Standardized coefficient | 0.478 | -0.221 | 0.334 | -0.663 |
Table 2 Environmental determinants of species diversity for all gymnosperm species, species diversity of gymnosperms in different clades and ratio of all gymnosperms to angiosperms in China from best-fit explanatory models
校正后模型解释率 Adjust R2 | 能量 Energy factors | 水分 Precipitation factors | 异质性 Environmental heterogeneity | 过去气候变化 Climate anomaly | ||
---|---|---|---|---|---|---|
裸子植物 All gymnosperms | 变量 Variables | 0.436 | PET | MI | ER | MATano |
偏决定系数 Partial R2 | 0.037 | 0.081 | 0.171 | 0.010 | ||
标准化系数 Standardized coefficient | 0.228 | 0.255 | 0.464 | -0.107 | ||
裸子植物/ 被子植物 Ratio of gymnosperms to angiosperms | 变量 Variables | 0.734 | MAT | AET | PR | MAPano |
偏决定系数 Partial R2 | 0.413 | 0.061 | 0.005 | 0.010 | ||
标准化系数 Standardized coefficient | -0.635 | -0.257 | -0.055 | 0.054 | ||
松柏亚纲 Pinidae | 变量 Variables | 0.526 | MAT | MI | ER | MATano |
偏决定系数 Partial R2 | 0.135 | 0.172 | 0.119 | 0.001 | ||
标准化系数 Standardized coefficient | 0.415 | 0.387 | 0.335 | 0.038 | ||
松科 Pinaceae | 变量 Variables | 0.331 | MAT | MI | ER | MATano |
偏决定系数 Partial R2 | 0.008 | 0.194 | 0.057 | 0.033 | ||
标准化系数 Standardized coefficient | 0.122 | 0.480 | 0.277 | 0.207 | ||
柏科 Cupressaceae | 变量 Variables | 0.360 | MAT | MI | ER | MAPano |
偏决定系数 Partial R2 | 0.107 | 0.080 | 0.084 | 0.026 | ||
标准化系数 Standardized coefficient | 0.314 | 0.290 | 0.311 | -0.126 | ||
罗汉松科 Podocarpaceae | 变量 Variables | 0.370 | PET | MI | TR | MATano |
偏决定系数 Partial R2 | 0.034 | 0.013 | 0.052 | 0.144 | ||
标准化系数 Standardized coefficient | 0.366 | 0.169 | 0.408 | -0.538 | ||
红豆杉科 Taxaceae | 变量 Variables | 0.282 | MAT | PCQ | ER | MAPano |
偏决定系数 Partial R2 | 0.087 | 0.059 | 0.099 | 0.046 | ||
标准化系数 Standardized coefficient | 0.454 | 0.220 | 0.498 | -0.127 | ||
买麻藤亚纲 Gnetidae | 变量 Variables | 0.364 | MTCQ | MI | PR | MATano |
偏决定系数 Partial R2 | 0.162 | 0.128 | 0.019 | 0.119 | ||
标准化系数 Standardized coefficient | -0.574 | -0.468 | 0.160 | -0.424 | ||
买麻藤科 Gnetaceae | 变量 Variables | 0.314 | MTCQ | PCQ | ER | MATano |
偏决定系数 Partial R2 | 0.034 | 0.018 | 0.074 | 0.178 | ||
标准化系数 Standardized coefficient | 0.551 | -0.124 | 0.569 | -0.704 | ||
麻黄科 Ephedraceae | 变量 Variables | 0.431 | MTCQ | AET | PR | MATano |
偏决定系数 Partial R2 | 0.141 | 0.186 | 0.022 | 0.062 | ||
标准化系数 Standardized coefficient | -0.571 | -0.830 | 0.156 | -0.296 | ||
苏铁亚纲 Cyacadidae | 变量 Variables | 0.416 | MTCQ | PCQ | PR | MATano |
偏决定系数 Partial R2 | 0.028 | 0.096 | 0.034 | 0.151 | ||
标准化系数 Standardized coefficient | 0.478 | -0.221 | 0.334 | -0.663 |
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