
Biodiv Sci ›› 2025, Vol. 33 ›› Issue (8): 25134. DOI: 10.17520/biods.2025134 cstr: 32101.14.biods.2025134
• Original Papers: Plant Diversity • Previous Articles Next Articles
Shining Cao1, Bohang Yu1, Jingwen Li1, Yiming Feng2, Qi Lu2, Jianming Wang1,*(
)
Received:2025-04-09
Accepted:2025-06-19
Online:2025-08-20
Published:2025-09-17
Contact:
*E-mail: wangjm1990@bjfu.edu.cn
Supported by:Shining Cao, Bohang Yu, Jingwen Li, Yiming Feng, Qi Lu, Jianming Wang. Distribution patterns and drivers of plant taxonomic, functional, and phylogenetic β-diversity in the black gobi desert region of China[J]. Biodiv Sci, 2025, 33(8): 25134.
| 功能性状 Functional trait | Blomberg’s K | P |
|---|---|---|
| 叶片氮含量 Leaf nitrogen content (LNC) | 0.04 | 0.07 |
| 叶片磷含量 Leaf phosphorus content (LPC) | 0.03 | 0.32 |
| 比叶面积 Specific leaf area (SLA) | 0.02 | 0.66 |
| 细根氮含量 Fine root nitrogen content (RNC) | 0.03 | 0.32 |
| 细根磷含量 Fine root phosphorus content (RPC) | 0.03 | 0.22 |
| 细根比根长 Specific root length (SRL) | 0.02 | 0.65 |
Table 1 Phylogenetic signal of functional traits in the black gobi desert region of China
| 功能性状 Functional trait | Blomberg’s K | P |
|---|---|---|
| 叶片氮含量 Leaf nitrogen content (LNC) | 0.04 | 0.07 |
| 叶片磷含量 Leaf phosphorus content (LPC) | 0.03 | 0.32 |
| 比叶面积 Specific leaf area (SLA) | 0.02 | 0.66 |
| 细根氮含量 Fine root nitrogen content (RNC) | 0.03 | 0.32 |
| 细根磷含量 Fine root phosphorus content (RPC) | 0.03 | 0.22 |
| 细根比根长 Specific root length (SRL) | 0.02 | 0.65 |
Fig. 2 Variation in plant taxonomic, functional (mean nearest neighbor trait distance), and phylogenetic (mean nearest neighbor phylogenetic distance) β-diversity observed values (a-c) and their standardized effect sizes (d-f) along geographical distance in the black gobi desert region of China
Fig. 3 Correlation between functional and phylogenetic β-diversity (mean pairwise trait distance and mean pairwise phylogenetic distance) in plant communities in the black gobi desert region of China. (a) Observed value; (b) Standardized effect size.
| 环境差异 Environmental difference | 观测值 Observed value (OV) | 标准效应 Standard effect size (SES) | ||||
|---|---|---|---|---|---|---|
| 物种β多样性 Taxonomic β-diversity | 功能β多样性 Functional β-diversity | 系统发育β多样性 Phylogenetic β-diversity | 物种β多样性 Taxonomic β-diversity | 功能β多样性 Functional β-diversity | 系统发育β多样性 Phylogenetic β-diversity | |
| 土壤含水量 Soil moisture content | 0.328 P = 0.001 | 0.452 P = 0.001 | 0.248 P = 0.001 | 0.375 P = 0.001 | 0.425 P = 0.001 | 0.112 P = 0.039 |
| 土壤有机碳含量 Soil organic carbon content | 0.351 P = 0.001 | 0.439 P = 0.001 | 0.198 P = 0.004 | 0.418 P = 0.001 | 0.409 P = 0.001 | 0.07 P = 0.115 |
| 土壤全氮含量 Soil total nitrogen content | 0.388 P = 0.001 | 0.474 P = 0.001 | 0.209 P = 0.003 | 0.453 P = 0.001 | 0.417 P = 0.001 | 0.059 P = 0.161 |
| 土壤全磷含量 Soil total phosphorus content | 0.333 P = 0.001 | 0.42 P = 0.001 | 0.121 P = 0.018 | 0.408 P = 0.001 | 0.392 P = 0.001 | -0.013 P = 0.566 |
| 土壤pH值 Soil pH | 0.148 P = 0.006 | 0.195 P = 0.011 | 0.18 P = 0.002 | 0.099 P = 0.064 | 0.13 P = 0.047 | 0.094 P = 0.057 |
| 年均温 Mean annual temperature | 0.294 P = 0.001 | 0.415 P = 0.001 | 0.239 P = 0.001 | 0.281 P = 0.001 | 0.385 P = 0.001 | 0.122 P = 0.01 |
| 年降水量 Mean annual precipitation | 0.438 P = 0.001 | 0.593 P = 0.001 | 0.277 P = 0.001 | 0.505 P = 0.001 | 0.557 P = 0.001 | 0.106 P = 0.034 |
| 温度季节性 Temperature seasonality | 0.077 P = 0.054 | 0.061 P = 0.135 | 0.027 P = 0.274 | 0.024 P = 0.301 | 0.019 P = 0.362 | -0.010 P = 0.572 |
| 降水季节性 Precipitation seasonality | 0.248 P = 0.001 | 0.275 P = 0.001 | 0.168 P = 0.001 | 0.249 P = 0.001 | 0.172 P = 0.001 | -0.002 P = 0.522 |
| 最冷月最低温 Minimum temperature of coldest month | 0.281 P = 0.001 | 0.374 P = 0.001 | 0.291 P = 0.001 | 0.29 P = 0.001 | 0.317 P = 0.001 | 0.185 P = 0.002 |
| 最干月降水量 Precipitation of driest month | 0.292 P = 0.001 | 0.439 P = 0.001 | 0.264 P = 0.001 | 0.302 P = 0.001 | 0.381 P = 0.001 | 0.113 P = 0.004 |
| 太阳辐射强度 Solar radiation | 0.389 P = 0.001 | 0.553 P = 0.001 | 0.319 P = 0.001 | 0.412 P = 0.001 | 0.502 P = 0.001 | 0.146 P = 0.005 |
Table 2 Mantel tests examining the relationships of plant taxonomic, functional (mean nearest neighbor trait distance), and phylogenetic (mean nearest neighbor phylogenetic distance) β-diversity (both observed values and standard effect size) with different environmental factors in the black gobi desert region of China
| 环境差异 Environmental difference | 观测值 Observed value (OV) | 标准效应 Standard effect size (SES) | ||||
|---|---|---|---|---|---|---|
| 物种β多样性 Taxonomic β-diversity | 功能β多样性 Functional β-diversity | 系统发育β多样性 Phylogenetic β-diversity | 物种β多样性 Taxonomic β-diversity | 功能β多样性 Functional β-diversity | 系统发育β多样性 Phylogenetic β-diversity | |
| 土壤含水量 Soil moisture content | 0.328 P = 0.001 | 0.452 P = 0.001 | 0.248 P = 0.001 | 0.375 P = 0.001 | 0.425 P = 0.001 | 0.112 P = 0.039 |
| 土壤有机碳含量 Soil organic carbon content | 0.351 P = 0.001 | 0.439 P = 0.001 | 0.198 P = 0.004 | 0.418 P = 0.001 | 0.409 P = 0.001 | 0.07 P = 0.115 |
| 土壤全氮含量 Soil total nitrogen content | 0.388 P = 0.001 | 0.474 P = 0.001 | 0.209 P = 0.003 | 0.453 P = 0.001 | 0.417 P = 0.001 | 0.059 P = 0.161 |
| 土壤全磷含量 Soil total phosphorus content | 0.333 P = 0.001 | 0.42 P = 0.001 | 0.121 P = 0.018 | 0.408 P = 0.001 | 0.392 P = 0.001 | -0.013 P = 0.566 |
| 土壤pH值 Soil pH | 0.148 P = 0.006 | 0.195 P = 0.011 | 0.18 P = 0.002 | 0.099 P = 0.064 | 0.13 P = 0.047 | 0.094 P = 0.057 |
| 年均温 Mean annual temperature | 0.294 P = 0.001 | 0.415 P = 0.001 | 0.239 P = 0.001 | 0.281 P = 0.001 | 0.385 P = 0.001 | 0.122 P = 0.01 |
| 年降水量 Mean annual precipitation | 0.438 P = 0.001 | 0.593 P = 0.001 | 0.277 P = 0.001 | 0.505 P = 0.001 | 0.557 P = 0.001 | 0.106 P = 0.034 |
| 温度季节性 Temperature seasonality | 0.077 P = 0.054 | 0.061 P = 0.135 | 0.027 P = 0.274 | 0.024 P = 0.301 | 0.019 P = 0.362 | -0.010 P = 0.572 |
| 降水季节性 Precipitation seasonality | 0.248 P = 0.001 | 0.275 P = 0.001 | 0.168 P = 0.001 | 0.249 P = 0.001 | 0.172 P = 0.001 | -0.002 P = 0.522 |
| 最冷月最低温 Minimum temperature of coldest month | 0.281 P = 0.001 | 0.374 P = 0.001 | 0.291 P = 0.001 | 0.29 P = 0.001 | 0.317 P = 0.001 | 0.185 P = 0.002 |
| 最干月降水量 Precipitation of driest month | 0.292 P = 0.001 | 0.439 P = 0.001 | 0.264 P = 0.001 | 0.302 P = 0.001 | 0.381 P = 0.001 | 0.113 P = 0.004 |
| 太阳辐射强度 Solar radiation | 0.389 P = 0.001 | 0.553 P = 0.001 | 0.319 P = 0.001 | 0.412 P = 0.001 | 0.502 P = 0.001 | 0.146 P = 0.005 |
Fig. 4 Comparison of standard effects and null values for species (a), functional, and phylogenetic (b-c) β-diversity of plant communities in the black gobi desert region of China. (b) Mean nearest neighbor trait distance and mean nearest neighbor phylogenetic distance; (c) Mean pairwise trait distance and mean pairwise phylogenetic distance. NS, P > 0.05; *** P < 0.001.
Fig. 5 Comparison of the standardized effect size and null value of β-diversity of individual functional traits in plant communities in the black gobi desert region of China. (a) Mean nearest neighbor trait distance; (b) Mean pairwise trait distance. LNC, Leaf nitrogen concentration; LPC, Leaf phosphorus concentration; SLA, Specific leaf area; RNC, Fine root nitrogen concentration; RPC, Fine root phosphorus concentration; SRL, Specific root length; NS, P > 0.05; ** P < 0.01; ***, P < 0.001.
Fig. 6 Explanation of the observed values (a) and standard effect size (b) of taxonomic, functional (average nearest neighbor trait distance), and phylogenetic (average nearest neighbor phylogenetic distance) β-diversity in plant community due to geographical distance, soil differences, and climate differences in the black gobi desert region of China
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