Chin J Plant Ecol ›› 2019, Vol. 43 ›› Issue (9): 793-805.DOI: 10.17521/cjpe.2018.0173
Special Issue: 植被生态学
• Research Articles • Previous Articles Next Articles
CHAI Yong-Fu1,XU Jin-Shi1,LIU Hong-Yan2,LIU Quan-Ru3,ZHENG Cheng-Yang2,KANG Mu-Yi4,5,LIANG Cun-Zhu6,WANG Ren-Qing7,GAO Xian-Ming8,ZHANG Feng9,SHI Fu-Chen10,LIU Xiao1,YUE Ming1,*()
Received:
2018-07-30
Accepted:
2018-10-29
Online:
2019-09-20
Published:
2020-01-03
Contact:
YUE Ming
Supported by:
CHAI Yong-Fu, XU Jin-Shi, LIU Hong-Yan, LIU Quan-Ru, ZHENG Cheng-Yang, KANG Mu-Yi, LIANG Cun-Zhu, WANG Ren-Qing, GAO Xian-Ming, ZHANG Feng, SHI Fu-Chen, LIU Xiao, YUE Ming. Species composition and phylogenetic structure of major shrublands in North China[J]. Chin J Plant Ecol, 2019, 43(9): 793-805.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2018.0173
编码 Code | 环境因子 Environmental variables | 缩写 Abbreviation |
---|---|---|
Bio1 | 年平均气温 Annual mean air temperature | AMT |
Bio2 | 每月最高气温与最低气温差值的平均值 Mean diurnal air temperature range | MDTR |
Bio3 | 等温性 Isothermality | ISO |
Bio4 | 季节性气温变异 Air temperature seasonality | TS |
Bio5 | 最热月的最高气温 Max temperature of the warmest month | MTWM |
Bio6 | 最冷月的最低气温 Min temperature of the coldest month | MTCM |
Bio7 | 气温的年较差 Temperature annual range | TAR |
Bio8 | 最湿季度的平均气温 Mean temperature of the wettest quarter | MTWEQ |
Bio9 | 最干季度的平均气温 Mean temperature of the driest quarter | MTDQ |
Bio10 | 最热季度的平均气温 Mean temperature of the warmest quarter | MTWAQ |
Bio11 | 最冷季度的平均气温 Mean temperature of the coldest quarter | MTCQ |
Bio12 | 年降水量 Annual precipitation | AP |
Bio13 | 最湿月的降水量 Precipitation of the wettest month | PWM |
Bio14 | 最干月的降水量 Precipitation of the driest month | PDM |
Bio15 | 降水季节性变化 Precipitation seasonality | PS |
Bio16 | 最湿季度的降水量 Precipitation of the wettest quarter | PWEQ |
Bio17 | 最干季度的降水量 Precipitation of the driest quarter | PDQ |
Bio18 | 最热季度的降水量 Precipitation of the warmest quarter | PWAQ |
Bio19 | 最冷季度的降水量 Precipitation of the coldest quarter | PCQ |
Alt | 海拔 Altitude | Alt |
Table 1 Environmental variables used in the study of major shrublands in North China
编码 Code | 环境因子 Environmental variables | 缩写 Abbreviation |
---|---|---|
Bio1 | 年平均气温 Annual mean air temperature | AMT |
Bio2 | 每月最高气温与最低气温差值的平均值 Mean diurnal air temperature range | MDTR |
Bio3 | 等温性 Isothermality | ISO |
Bio4 | 季节性气温变异 Air temperature seasonality | TS |
Bio5 | 最热月的最高气温 Max temperature of the warmest month | MTWM |
Bio6 | 最冷月的最低气温 Min temperature of the coldest month | MTCM |
Bio7 | 气温的年较差 Temperature annual range | TAR |
Bio8 | 最湿季度的平均气温 Mean temperature of the wettest quarter | MTWEQ |
Bio9 | 最干季度的平均气温 Mean temperature of the driest quarter | MTDQ |
Bio10 | 最热季度的平均气温 Mean temperature of the warmest quarter | MTWAQ |
Bio11 | 最冷季度的平均气温 Mean temperature of the coldest quarter | MTCQ |
Bio12 | 年降水量 Annual precipitation | AP |
Bio13 | 最湿月的降水量 Precipitation of the wettest month | PWM |
Bio14 | 最干月的降水量 Precipitation of the driest month | PDM |
Bio15 | 降水季节性变化 Precipitation seasonality | PS |
Bio16 | 最湿季度的降水量 Precipitation of the wettest quarter | PWEQ |
Bio17 | 最干季度的降水量 Precipitation of the driest quarter | PDQ |
Bio18 | 最热季度的降水量 Precipitation of the warmest quarter | PWAQ |
Bio19 | 最冷季度的降水量 Precipitation of the coldest quarter | PCQ |
Alt | 海拔 Altitude | Alt |
Fig. 2 Major vegetation types (A) and formation types (B) of shrubland in North China. Vegetation types: a, bamboo thickets; b, deciduous thickets; c, desert thickets; d, evergreen needle-leaved thickets; e, evergreen leather-leaved thickets. Formation types: 1, Ostryopsis davidiana shrub; 2, Vitex negundo var. heterophylla shrub; 3, Vitex negundo var. heterophylla + Ziziphus jujube shrub; 4, Hippophae rhamnoides shrub; 5, Armeniaca sibirica shrub; 6, Rosa xanthine shrub; 7, Spiraea salicifolia shrub; 8, Caragana sinica shrub; 9, Caragana korshinskii shrub; 10, Ziziphus jujube shrub; 11, Reaumuria soongarica shrub; 12, Tamarix chinensis shrub; 13, Gleditsia microphylla shrub; 14, Sophora davidii shrub; 15, Rosa hugonis shrub.
Fig. 3 Distribution of major vegetation types of shrubland in North China. BEJ, Beijing; TIJ, Tianjin; HEB, Hebei; HEN, Henan; SHX, Shaanxi; SAX, Shanxi; SHD, Shandong; NIX, Ningxia; NMG, Nei Mongol; GSU, Gansu.
序号 Rank | 木本植物 Woody species | 草本植物 Herbaceous species | ||
---|---|---|---|---|
科名 Family | 物种数 No. of species | 科名 Family | 物种数 No. of species | |
1 | 蔷薇科 Rosaceae | 101 | 菊科 Asteraceae | 219 |
2 | 豆科 Fabaceae | 62 | 禾本科 Poaceae | 138 |
3 | 忍冬科 Caprifoliaceae | 24 | 豆科 Fabaceae | 101 |
4 | 鼠李科 Rhamnaceae | 23 | 毛茛科 Ranunculaceae | 60 |
5 | 木犀科 Oleaceae | 20 | 唇形科 Lamiaceae | 55 |
6 | 杨柳科 Salicaceae | 17 | 蔷薇科 Rosaceae | 48 |
7 | 壳斗科 Fagaceae | 16 | 苋科 Amaranthaceae | 40 |
8 | 卫矛科 Celastraceae | 14 | 伞形科 Apiaceae | 37 |
9 | 榆科 Ulmaceae | 12 | 十字花科 Brassicaceae | 27 |
10 | 小檗科 Berberidaceae | 11 | 蓼科 Polygonaceae | 26 |
合计 Total | 300 | 合计 Total | 751 |
Table 2 Top ten families with the most species of major shrubland in North China
序号 Rank | 木本植物 Woody species | 草本植物 Herbaceous species | ||
---|---|---|---|---|
科名 Family | 物种数 No. of species | 科名 Family | 物种数 No. of species | |
1 | 蔷薇科 Rosaceae | 101 | 菊科 Asteraceae | 219 |
2 | 豆科 Fabaceae | 62 | 禾本科 Poaceae | 138 |
3 | 忍冬科 Caprifoliaceae | 24 | 豆科 Fabaceae | 101 |
4 | 鼠李科 Rhamnaceae | 23 | 毛茛科 Ranunculaceae | 60 |
5 | 木犀科 Oleaceae | 20 | 唇形科 Lamiaceae | 55 |
6 | 杨柳科 Salicaceae | 17 | 蔷薇科 Rosaceae | 48 |
7 | 壳斗科 Fagaceae | 16 | 苋科 Amaranthaceae | 40 |
8 | 卫矛科 Celastraceae | 14 | 伞形科 Apiaceae | 37 |
9 | 榆科 Ulmaceae | 12 | 十字花科 Brassicaceae | 27 |
10 | 小檗科 Berberidaceae | 11 | 蓼科 Polygonaceae | 26 |
合计 Total | 300 | 合计 Total | 751 |
序号 Rank | 木本植物 Woody species | 草本植物 Herbaceous species | ||
---|---|---|---|---|
种名 Species | 相对频度 Relative frequency | 种名 Species | 相对频度 Relative frequency | |
1 | 荆条 Vitex negundo var. heterophylla | 9.53 | 白莲蒿 Artemisia sacrorum | 2.35 |
2 | 酸枣 Ziziphus jujuba var. spinosa | 4.76 | 大披针薹草 Carex lanceolata | 2.24 |
3 | 虎榛子 Ostryopsis davidiana | 3.98 | 狗尾草 Setaria viridis | 1.74 |
4 | 山杏 Armeniaca sibirica | 3.12 | 北京隐子草 Cleistogenes hancei | 1.52 |
5 | 土庄绣线菊 Spiraea pubescens | 2.78 | 委陵菜 Potentilla chinensis | 1.52 |
6 | 沙棘 Hippophae rhamnoides | 2.76 | 小红菊 Dendranthema chanetii | 1.45 |
7 | 三裂绣线菊 Spiraea trilobata | 2.71 | 阿尔泰狗娃花 Heteropappus altaicus | 1.37 |
8 | 黄刺玫 Rosa xanthina | 2.50 | 茜草 Rubia cordifolia | 1.31 |
9 | 二色胡枝子 Lespedeza bicolor | 2.16 | 山蒿 Artemisia brachyloba | 1.31 |
10 | 绣线菊 Spiraea salicifolia | 1.83 | 野青茅 Deyeuxia arundinacea | 1.29 |
合计 Total | 36.13 | 合计 Total | 16.10 |
Table 3 Top ten species with the most frequency of major shrubland in North China
序号 Rank | 木本植物 Woody species | 草本植物 Herbaceous species | ||
---|---|---|---|---|
种名 Species | 相对频度 Relative frequency | 种名 Species | 相对频度 Relative frequency | |
1 | 荆条 Vitex negundo var. heterophylla | 9.53 | 白莲蒿 Artemisia sacrorum | 2.35 |
2 | 酸枣 Ziziphus jujuba var. spinosa | 4.76 | 大披针薹草 Carex lanceolata | 2.24 |
3 | 虎榛子 Ostryopsis davidiana | 3.98 | 狗尾草 Setaria viridis | 1.74 |
4 | 山杏 Armeniaca sibirica | 3.12 | 北京隐子草 Cleistogenes hancei | 1.52 |
5 | 土庄绣线菊 Spiraea pubescens | 2.78 | 委陵菜 Potentilla chinensis | 1.52 |
6 | 沙棘 Hippophae rhamnoides | 2.76 | 小红菊 Dendranthema chanetii | 1.45 |
7 | 三裂绣线菊 Spiraea trilobata | 2.71 | 阿尔泰狗娃花 Heteropappus altaicus | 1.37 |
8 | 黄刺玫 Rosa xanthina | 2.50 | 茜草 Rubia cordifolia | 1.31 |
9 | 二色胡枝子 Lespedeza bicolor | 2.16 | 山蒿 Artemisia brachyloba | 1.31 |
10 | 绣线菊 Spiraea salicifolia | 1.83 | 野青茅 Deyeuxia arundinacea | 1.29 |
合计 Total | 36.13 | 合计 Total | 16.10 |
Fig. 4 Species richness of shrub species and herb species of shrubland in North China (mean ± SE). A, Differences of species richness between herb and shrub species for all communities. B, Differences among vegetation types. Differences between herb and shrub species for all communities was texted by t test and differences among vegetation types were tested using a one-way ANOVA with a Tukey post hoc test of significance. Significance different at p < 0.05 was indicated by different letters. a, bamboo thickets; b, deciduous thickets; c, desert thickets; d, evergreen needle-leaved thickets; e, evergreen leather-leaved thickets.
Fig. 5 Net relatedness index (NRI) of shrub species and herb species of shrubland in North China (mean ± SE). A, Differences of species richness between herb and shrub species for all communities. B, Differences among vegetation types. Differences between herb and shrub species for all communities was texted by t test and differences among vegetation types were tested using a one-way ANOVA with a Tukey post hoc test of significance. Significance different at p < 0.05 was indicated by different letters. * indicates that the mean of NRI was different with zero. a, bamboo thickets; b, deciduous thickets; c, desert thickets; d, evergreen needle-leaved thickets; e, evergreen leather-leaved thickets.
结构层 Structural layer | R2 | p | 显著环境因子 Significant environmental factors | 标准化回归系数 Beta regression coefficient | t | p |
---|---|---|---|---|---|---|
灌木层 Shrub layer | 0.18 | <0.05 | MTWEQ | 6.81 | 7.91 | <0.01 |
PWEQ | 5.08 | 5.16 | <0.01 | |||
MDTR | 2.39 | 2.19 | 0.03 | |||
MTCQ | 1.74 | 2.73 | 0.01 | |||
Alt | 0.22 | 2.44 | 0.01 | |||
ISO | -0.89 | -2.71 | 0.01 | |||
PWAQ | -5.45 | -4.64 | <0.01 | |||
MTWM | -9.54 | -8.32 | <0.01 | |||
草本层 Herb layer | 0.05 | <0.05 | TS | 0.12 | 2.46 | 0.01 |
MTWEQ | 0.12 | 2.56 | 0.01 | |||
PDM | 0.12 | 2.84 | <0.01 | |||
PS | 0.08 | 2.39 | 0.02 |
Table 4 Effects of environmental factors on net relatedness index (NRI) of shrub layer and herb layer species of shrubland in North China
结构层 Structural layer | R2 | p | 显著环境因子 Significant environmental factors | 标准化回归系数 Beta regression coefficient | t | p |
---|---|---|---|---|---|---|
灌木层 Shrub layer | 0.18 | <0.05 | MTWEQ | 6.81 | 7.91 | <0.01 |
PWEQ | 5.08 | 5.16 | <0.01 | |||
MDTR | 2.39 | 2.19 | 0.03 | |||
MTCQ | 1.74 | 2.73 | 0.01 | |||
Alt | 0.22 | 2.44 | 0.01 | |||
ISO | -0.89 | -2.71 | 0.01 | |||
PWAQ | -5.45 | -4.64 | <0.01 | |||
MTWM | -9.54 | -8.32 | <0.01 | |||
草本层 Herb layer | 0.05 | <0.05 | TS | 0.12 | 2.46 | 0.01 |
MTWEQ | 0.12 | 2.56 | 0.01 | |||
PDM | 0.12 | 2.84 | <0.01 | |||
PS | 0.08 | 2.39 | 0.02 |
交互作用 | 灌木 Shrub | ||
---|---|---|---|
d.f. | F | p | |
MDTR × VT | 4 | 39.15 | <0.01 |
ISO × VT | 4 | 36.33 | <0.01 |
MTWM × VT | 4 | 35.02 | <0.01 |
MTWEQ × VT | 4 | 36.63 | <0.01 |
MTCQ × VT | 4 | 42.16 | <0.01 |
PWEQ × VT | 4 | 28.76 | <0.01 |
PWAQ × VT | 4 | 28.70 | <0.01 |
Alt × VT | 4 | 39.59 | <0.01 |
TS × VT | 4 | 5.69 | <0.01 |
MTWEQ × VT | 4 | 4.33 | <0.01 |
PDM × VT | 4 | 1.86 | <0.01 |
PS × VT | 4 | 12.6 | <0.01 |
Table 5 Interactions of environmental factors and vegetation types on NRI in North China
交互作用 | 灌木 Shrub | ||
---|---|---|---|
d.f. | F | p | |
MDTR × VT | 4 | 39.15 | <0.01 |
ISO × VT | 4 | 36.33 | <0.01 |
MTWM × VT | 4 | 35.02 | <0.01 |
MTWEQ × VT | 4 | 36.63 | <0.01 |
MTCQ × VT | 4 | 42.16 | <0.01 |
PWEQ × VT | 4 | 28.76 | <0.01 |
PWAQ × VT | 4 | 28.70 | <0.01 |
Alt × VT | 4 | 39.59 | <0.01 |
TS × VT | 4 | 5.69 | <0.01 |
MTWEQ × VT | 4 | 4.33 | <0.01 |
PDM × VT | 4 | 1.86 | <0.01 |
PS × VT | 4 | 12.6 | <0.01 |
交互作用 | 灌木 Shrub | ||
---|---|---|---|
d.f. | F | p | |
MDTR × FT | 194 | 4.15 | <0.01 |
ISO × FT | 194 | 4.12 | <0.01 |
MTWM × FT | 194 | 4.12 | <0.01 |
MTWEQ × FT | 194 | 4.09 | <0.01 |
MTCQ × FT | 194 | 4.02 | <0.01 |
PWEQ × FT | 194 | 3.95 | <0.01 |
PWAQ × FT | 194 | 3.94 | <0.01 |
Alt × FT | 194 | 4.17 | <0.01 |
TS × FT | 194 | 2.60 | <0.01 |
MTWEQ × FT | 194 | 2.54 | <0.01 |
PDM × FT | 194 | 2.33 | <0.01 |
PS × FT | 194 | 2.63 | <0.01 |
Table 6 Interactions of environmental factors and formation types on NRI in North China
交互作用 | 灌木 Shrub | ||
---|---|---|---|
d.f. | F | p | |
MDTR × FT | 194 | 4.15 | <0.01 |
ISO × FT | 194 | 4.12 | <0.01 |
MTWM × FT | 194 | 4.12 | <0.01 |
MTWEQ × FT | 194 | 4.09 | <0.01 |
MTCQ × FT | 194 | 4.02 | <0.01 |
PWEQ × FT | 194 | 3.95 | <0.01 |
PWAQ × FT | 194 | 3.94 | <0.01 |
Alt × FT | 194 | 4.17 | <0.01 |
TS × FT | 194 | 2.60 | <0.01 |
MTWEQ × FT | 194 | 2.54 | <0.01 |
PDM × FT | 194 | 2.33 | <0.01 |
PS × FT | 194 | 2.63 | <0.01 |
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