植物生态学报 ›› 2019, Vol. 43 ›› Issue (9): 793-805.DOI: 10.17521/cjpe.2018.0173
柴永福1,许金石1,刘鸿雁2,刘全儒3,郑成洋2,康慕谊4,5,梁存柱6,王仁卿7,高贤明8,张峰9,福臣10,刘晓1,岳明1,*()
收稿日期:
2018-07-30
接受日期:
2018-10-29
出版日期:
2019-09-20
发布日期:
2020-01-03
通讯作者:
岳明
基金资助:
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:
摘要:
灌丛在中国北方广泛分布, 研究其物种组成特征及构建机制对植被恢复有重要意义。群落系统发育结构能有效反映群落组成的生态过程, 对揭示群落构建机制具有重要作用。该研究利用华北地区自然植物群落资源综合考察数据库的灌丛数据, 分析了中国华北地区主要灌丛群落的分布情况、物种组成及其系统发育结构特征。同时, 结合WorldClim数据库中的气候因子利用逐步回归和一般线性模型分析了气温和降水对灌丛不同垂直结构层物种系统发育结构特征的影响。经统计, 共调查木本植物75科207属570种; 草本植物99科491属1 221种。按植被型和群系类型分类后, 共有5种植被型, 195个群系, 其中分布最多的群系类型为虎榛子(Ostryopsis davidiana)灌丛、荆条(Vitex negundo var. heterophylla)灌丛、荆条+酸枣(Ziziphus jujuba)灌丛和沙棘(Hippophae rhamnoides)灌丛。整体上, 草本层的物种丰富度高于灌木层。草本层的系统发育结构表现为发散模式, 而灌木层的系统发育结构表现为聚集模式, 且不同植被型灌丛的系统发育结构不同。气候因子的变化对灌木层和草本层系统发育结构都表现出了明显的影响, 但对灌木层的影响要强于对草本层的影响, 且气候因子和植被型、群系类型都有明显的交互作用。分析结果表明, 区域尺度上气温和降水的变化会影响灌丛群落不同结构层的系统发育结构特征, 且对不同的植被型和群系类型的影响不同。
柴永福, 许金石, 刘鸿雁, 刘全儒, 郑成洋, 康慕谊, 梁存柱, 王仁卿, 高贤明, 张峰, 福臣, 刘晓, 岳明. 华北地区主要灌丛群落物种组成及系统发育结构特征. 植物生态学报, 2019, 43(9): 793-805. DOI: 10.17521/cjpe.2018.0173
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. Chinese Journal of Plant Ecology, 2019, 43(9): 793-805. DOI: 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 |
表1 华北地区灌丛研究中采用的环境因子
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 |
图2 华北地区灌丛的主要植被类型(A)和群系类型(B)。植被类型: a, 竹灌丛; b, 落叶灌丛; c, 灌丛荒漠; d, 常绿针叶灌丛; e, 常绿革叶灌丛。群系类型: 1, 虎榛子灌丛; 2, 荆条灌丛; 3, 荆条+酸枣灌丛; 4, 沙棘灌丛; 5, 山杏灌丛; 6, 黄刺玫灌丛; 7, 绣线菊灌丛; 8, 锦鸡儿灌丛; 9, 柠条锦鸡儿灌丛; 10, 酸枣灌丛; 11, 红砂荒漠; 12, 柽柳灌丛; 13, 野皂荚灌丛; 14, 白刺花灌丛; 15, 黄蔷薇灌丛。
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.
图3 华北地区灌丛主要植被型在各地区的分布。BEJ, 北京; TIJ, 天津; HEB, 河北; HEN, 河南; SHX, 陕西; SAX, 山西; SHD, 山东; NIX, 宁夏; NMG, 内蒙古; GSU, 甘肃。
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 |
表2 华北地区主要灌丛群落中物种数前10的科
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 |
表3 华北地区主要灌丛群落中物种频度前10的物种
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 |
图4 华北地区灌丛灌木层和草本层的物种丰富度(平均值±标准误差)。A, 所有群落草本层和灌木层物种丰富度之间的差异。B, 同一结构层不同植被型之间的差异。用t检验分析整体的差异, 用单因素方差分析检验不同植被型之间的差异。柱形上方不同字母代表相应处理之间在5%水平有显著性差异。a, 竹灌丛; b, 落叶灌丛; c, 灌丛荒漠; d, 常绿针叶灌丛; e, 常绿革叶灌丛。
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.
图5 华北地区灌丛灌木层和草本层物种的净谱系亲缘关系指数(NRI)(平均值±标准误差)。A, 所有群落草本层和灌木层物种丰富度之间的差异。B, 同一结构层不同植被型之间的差异。用t检验分析整体的差异, 用单因素方差分析检验不同植被型之间的差异。柱形上方不同字母代表相应处理之间在5%水平有显著性差异。*表示NRI的均值和零值有显著差异(p < 0.05)。a, 竹灌丛; b, 落叶灌丛; c, 灌丛荒漠; d, 常绿针叶灌丛; e, 常绿革叶灌丛。
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 |
表4 环境因子对华北地区灌丛群落灌木层和草本层物种净谱系亲缘关系指数(NRI)的影响
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 |
表5 华北地区植被型(VT)和环境因子对净谱系亲缘关系指数的交互 作用
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 |
表6 华北地区群系类型(FT)和环境因子对净谱系亲缘关系指数的交互作用
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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