植物生态学报 ›› 2022, Vol. 46 ›› Issue (4): 394-404.DOI: 10.17521/cjpe.2021.0342
收稿日期:
2021-09-27
接受日期:
2021-12-01
出版日期:
2022-04-20
发布日期:
2022-01-05
通讯作者:
刘晨
作者简介:
*(liuchen@nwpu.edu.cn)基金资助:
BAI Yue1, LIU Chen1,*(), HUANG Yue2, DONG Ya-Nan1, WANG Lu1
Received:
2021-09-27
Accepted:
2021-12-01
Online:
2022-04-20
Published:
2022-01-05
Contact:
LIU Chen
Supported by:
摘要:
放牧是影响草地植被空间异质性的重要生物驱动因素。大型草食动物会通过采食、践踏和排泄粪便等方式影响草地植被空间异质性。同时, 植物群落高度是重要的草地结构参数, 但目前关于不同放牧方式对草地植物群落高度空间异质性的研究较少。该研究基于传统及地统计学方法, 设置未放牧(NG)、牛单牧(CG)、羊单牧(SG)、牛羊混牧(MG) 4种处理, 探究科尔沁沙质草地植物群落高度空间异质性对不同放牧方式的响应。结果表明: 研究样地内植物群落平均高度为SG (38.86 cm) > NG (21.01 cm) > MG (17.29 cm) > CG (13.36 cm)。各处理下变异系数的结果均为中等变异, 且变异范围在37.82%-66.97%之间, 依次为NG > MG > CG > SG。通过对半方差函数参数进行最适模型拟合, NG、MG、CG、SG 4种处理分别对应球状模型、指数模型、线性模型、线性模型, 且结构比大小为MG (82.7%) > NG (80.3%) > SG (40.2%) > CG (39.1%)。此外, 采用Kriging插值法和分形维数对研究样地内植物群落高度空间格局分析表明, NG样地中植被高度呈现斑块化空间分布特征, MG维持了植被群落高度斑块化的空间格局, CG、SG则均质化植被群落高度空间格局。各放牧处理中分形维数(D0)均较接近2, 即各放牧样地内植被高度格局简单, 空间结构较好。综上所述, 牛羊混牧能够维持草地植物群落高度的空间异质性, 而牛单牧和羊单牧则降低了其空间异质性, 由此建议科尔沁沙质草地可采取牛羊混合放牧的管理制度来维持草地植被空间异质性, 进而可能间接促进草地动物多样性。
白悦, 刘晨, 黄月, 董亚楠, 王露. 科尔沁沙质草地植物群落高度空间异质性对不同放牧方式的响应. 植物生态学报, 2022, 46(4): 394-404. DOI: 10.17521/cjpe.2021.0342
BAI Yue, LIU Chen, HUANG Yue, DONG Ya-Nan, WANG Lu. Response of spatial heterogeneity of plant community height to different herbivore assemblages in Horqin sandy grassland. Chinese Journal of Plant Ecology, 2022, 46(4): 394-404. DOI: 10.17521/cjpe.2021.0342
处理 Treatment | 平均值 Mean (cm) | 标准误 Standard error (cm) | 标准差 Standard deviation (cm) | 最小值 Min (cm) | 最大值 Max (cm) | 变异系数 Coefficient of variation (%) |
---|---|---|---|---|---|---|
未放牧 No grazing | 21.01 | 1.80 | 14.07 | 3.50 | 65.50 | 66.97 |
混合放牧 Mixed grazing | 17.29 | 1.40 | 10.94 | 2.50 | 46.80 | 63.27 |
牛单牧 Cattle grazing | 13.36 | 1.01 | 7.93 | 2.60 | 34.90 | 59.36 |
羊单牧 Sheep grazing | 36.86 | 1.78 | 13.94 | 12.00 | 81.40 | 37.82 |
表1 科尔沁沙质草地植被高度描述性统计
Table 1 Descriptive statistics of plant height in Horqin sandy grassland
处理 Treatment | 平均值 Mean (cm) | 标准误 Standard error (cm) | 标准差 Standard deviation (cm) | 最小值 Min (cm) | 最大值 Max (cm) | 变异系数 Coefficient of variation (%) |
---|---|---|---|---|---|---|
未放牧 No grazing | 21.01 | 1.80 | 14.07 | 3.50 | 65.50 | 66.97 |
混合放牧 Mixed grazing | 17.29 | 1.40 | 10.94 | 2.50 | 46.80 | 63.27 |
牛单牧 Cattle grazing | 13.36 | 1.01 | 7.93 | 2.60 | 34.90 | 59.36 |
羊单牧 Sheep grazing | 36.86 | 1.78 | 13.94 | 12.00 | 81.40 | 37.82 |
图1 不同放牧方式下科尔沁沙质草地植被高度半方差函数。CG, 牛单牧; MG, 混合放牧; NG, 未放牧; SG, 羊单牧。
Fig. 1 Semi-variogram function of plant height under different herbivore assemblages in Horqin sandy grassland. CG, cattle grazing; MG, mixed grazing; NG, no grazing; SG, sheep grazing.
处理 Treatment | 模型 Model | 块金值 C0 | 基台值 C0 + C | 结构比 C/C0 + C | 变程 A0 | 残差平方和 RSS | 决定系数 R2 |
---|---|---|---|---|---|---|---|
未放牧 No grazing | 球状 Spherical | 0.209 | 1.060 | 0.803 | 7.070 | 0.531 | 0.626 |
混合放牧 Mixed grazing | 指数 Exponential | 0.180 | 1.040 | 0.827 | 2.010 | 0.131 | 0.551 |
牛单牧 Cattle grazing | 线性 Linear | 0.604 | 0.992 | 0.391 | 7.160 | 0.050 | 0.772 |
羊单牧 Sheep grazing | 线性 Linear | 0.700 | 1.092 | 0.402 | 7.160 | 0.247 | 0.359 |
表2 科尔沁沙质草地植被高度的变异函数分析
Table 2 Analysis of variation function of plant height in Horqin sandy grassland
处理 Treatment | 模型 Model | 块金值 C0 | 基台值 C0 + C | 结构比 C/C0 + C | 变程 A0 | 残差平方和 RSS | 决定系数 R2 |
---|---|---|---|---|---|---|---|
未放牧 No grazing | 球状 Spherical | 0.209 | 1.060 | 0.803 | 7.070 | 0.531 | 0.626 |
混合放牧 Mixed grazing | 指数 Exponential | 0.180 | 1.040 | 0.827 | 2.010 | 0.131 | 0.551 |
牛单牧 Cattle grazing | 线性 Linear | 0.604 | 0.992 | 0.391 | 7.160 | 0.050 | 0.772 |
羊单牧 Sheep grazing | 线性 Linear | 0.700 | 1.092 | 0.402 | 7.160 | 0.247 | 0.359 |
图2 不同放牧方式下科尔沁沙质草地植被高度分形维数(D0)。CG, 牛单牧; MG, 混合放牧; NG, 未放牧; SG, 羊单牧。
Fig. 2 Fractal dimension (D0) of plant height under different herbivore assemblages in Horqin sandy grassland. CG, cattle grazing; MG, mixed grazing; NG, no grazing; SG, sheep grazing.
图3 不同放牧方式下科尔沁沙质草地植被高度空间分布2D平面图。CG, 牛单牧; MG, 混合放牧; NG, 未放牧; SG, 羊单牧。
Fig. 3 2D view of plant height under different herbivore assemblages in Horqin sandy grassland. CG, cattle grazing; MG, mixed grazing; NG, no grazing; SG, sheep grazing.
图4 不同放牧方式下科尔沁沙质草地植被高度空间分布3D平面图。CG, 牛单牧; MG, 混合放牧; NG, 未放牧; SG, 羊单牧。
Fig. 4 3D view of plant height under different herbivore assemblages in Horqin sandy grassland. CG, cattle grazing; MG, mixed grazing; NG, no grazing; SG, sheep grazing.
[1] |
Adler PB, Raff DA, Lauenroth WK (2001). The effect of grazing on the spatial heterogeneity of vegetation. Oecologia, 128, 465-479.
DOI PMID |
[2] |
Augustine DJ, Frank DA (2001). Effects of migratory grazers on spatial heterogeneity of soil nitrogen properties in a grassland ecosystem. Ecology, 82, 3149-3162.
DOI URL |
[3] |
Bloor JMG, Tardif A, Pottier J (2020). Spatial heterogeneity of vegetation structure, plant N pools and soil N content in relation to grassland management. Agronomy, 10, 716. DOI: 10.3390/agronomy10050716.
DOI URL |
[4] | Chen YF, Dong M (2003). Spatial heterogeneity in ecological systems. Acta Ecologica Sinica, 23, 346-352. |
[ 陈玉福, 董鸣 (2003). 生态学系统的空间异质性. 生态学报, 23, 346-352.] | |
[5] |
Dennis P, Young MR, Gordon IJ (1998). Distribution and abundance of small insects and arachnids in relation to structural heterogeneity of grazed, indigenous grasslands. Ecological Entomology, 23, 253-264.
DOI URL |
[6] |
Díaz S, Settele J, Brondízio ES, Ngo HT, Agard J, Arneth A, Balvanera P, Brauman KA, Butchart SHM, Chan KMA, Garibaldi LA, Ichii K, Liu JG, Subramanian SM, Midgley GF, et al. (2019). Pervasive human-driven decline of life on Earth points to the need for transformative change. Science, 366, eaax3100. DOI: 10.1126/science.aax3100.
DOI URL |
[7] |
Huang Y, Wang KL, Deng BW, Sun XK, Zeng DH (2018). Effects of fire and grazing on above-ground biomass and species diversity in recovering grasslands in northeast China. Journal of Vegetation Science, 29, 629-639.
DOI URL |
[8] |
Jerrentrup JS, Wrage-Mönnig N, Röver KU, Isselstein J (2014). Grazing intensity affects insect diversity via sward structure and heterogeneity in a long-term experiment. Journal of Applied Ecology, 51, 968-977.
DOI URL |
[9] | Jia L (2011). Effect of Stocking Rate on Vegetation Characteristic and Spatial Heterogeneity of Desert Steppe. Master degree dissertation, Inner Mongolia Agricultural University, Hohhot. |
[ 贾乐 (2011). 载畜率对荒漠草原植被特征及空间异质性影响的研究. 硕士学位论文, 内蒙古农业大学, 呼和浩特.] | |
[10] | Jiang WJ (2017). The Effects of Grazing Methods on Desert Grassland Species Diversity. Master degree dissertation, Inner Mongolia Agricultural University, Hohhot. |
[ 姜文娇 (2017). 放牧方式对荒漠草原物种多样性的影响. 硕士学位论文, 内蒙古农业大学, 呼和浩特.] | |
[11] |
Lin Y, Hong M, Han GD, Zhao ML, Bai YF, Chang SX (2010). Grazing intensity affected spatial patterns of vegetation and soil fertility in a desert steppe. Agriculture, Ecosystems & Environment, 138, 282-292.
DOI URL |
[12] | Liu C (2015). The Mechanisms by Grazing on Grassland Plant and Soil Heterogeneity and Their Correlation. PhD dissertation, Northeast Normal University, Changchun. |
[ 刘晨 (2015). 放牧对草地植被、土壤空间异质性及其相互关系的调控机制. 博士学位论文, 东北师范大学, 长春.] | |
[13] |
Liu C, Song XX, Wang L, Wang DL, Zhou XM, Liu J, Zhao X, Li J, Lin HJ (2016). Effects of grazing on soil nitrogen spatial heterogeneity depend on herbivore assemblage and pre-grazing plant diversity. Journal of Applied Ecology, 53, 242-250.
DOI URL |
[14] |
Luo YY, Zhao XY, Zuo XA, Huang YX, Zhao YP (2008). Effects of livestock grazing and enclosure on vegetation and its spatial variability in Horqin Sandy Steppe, Inner Mongolia, China. Arid Zone Research, 25, 118-124.
DOI URL |
[ 罗亚勇, 赵学勇, 左小安, 黄迎新, 赵玉萍 (2008). 放牧与封育对沙质草地植被特征及其空间变异性的影响. 干旱区研究, 25, 118-124.] | |
[15] | Liu XJ, Yang CX, Ding D, Zhang HD, Zhu GD, Yao HY, Wang CJ (2015). Effects of mixed grazing on plant community characteristics in desert steppe. Chinese Journal of Grassland, 37, 87-91. |
[ 刘晓娟, 杨昌祥, 丁丹, 张洪丹, 朱国栋, 姚鸿云, 王成杰 (2015). 牛羊混合放牧对荒漠草原植物群落特征的影响. 中国草地学报, 37, 87-91.] | |
[16] |
Murray BD, Webster CR, Bump JK (2013). Broadening the ecological context of ungulate-ecosystem interactions: the importance of space, seasonality, and nitrogen. Ecology, 94, 1317-1326.
PMID |
[17] |
Meyer ST, Heuss L, Feldhaar H, Weisser WW, Gossner MM (2019). Land-use components, abundance of predatory arthropods, and vegetation height affect predation rates in grasslands. Agriculture, Ecosystems & Environment, 270-271, 84-92.
DOI URL |
[18] |
Nolte S, Esselink P, Smit C, Bakker JP (2014). Herbivore species and density affect vegetation-structure patchiness in salt marshes. Agriculture, Ecosystems & Environment, 185, 41-47.
DOI URL |
[19] |
Olofsson J, Mazancourt C, Crawley MJ (2008). Spatial heterogeneity and plant species richness at different spatial scales under rabbit grazing. Oecologia, 156, 825-834.
DOI PMID |
[20] |
Otieno DO, K’Otuto GO, Jákli B, Schröttle P, Maina JN, Jung E, Onyango JC (2011). Spatial heterogeneity in ecosystem structure and productivity in a moist Kenyan savanna. Plant Ecology, 212, 769-783.
DOI URL |
[21] |
Pöyry J, Luoto M, Paukkunen J, Pykälä J, Raatikainen K, Kuussaari M (2006). Different responses of plants and herbivore insects to a gradient of vegetation height: an indicator of the vertebrate grazing intensity and successional age. Oikos, 115, 401-412.
DOI URL |
[22] |
Palmer MW (1988). Fractal geometry: a tool for describing spatial patterns of plant communities. Vegetatio, 75, 91-102.
DOI URL |
[23] | Ritchie ME, Olff H (1999). Herbivore diversity and plant dynamics: compensatory and additive effects. Herbivores: Between Plants and Predators, 175-204. |
[24] |
Su RN, Cheng JH, Chen DM, Bai YF, Jin H, Chao L, Wang ZJ, Li JQ (2017). Effects of grazing on spatiotemporal variations in community structure and ecosystem function on the grasslands of Inner Mongolia, China. Scientific Reports, 7, 40. DOI: 10.1038/s41598-017-00105-y.
DOI URL |
[25] |
Verhulst J, Kleijn D, Loonen W, Berendse F, Smit C (2011). Seasonal distribution of meadow birds in relation to in-field heterogeneity and management. Agriculture, Ecosystems & Environment, 142, 161-166.
DOI URL |
[26] | Wang L, Zhang MN, Xu M, Wang DL (2021). A scientific basis for promoting grassland ecosystem multifunctionality by diversifying grazing livestock: a review. Chinese Science Bulletin, 66, 3791-3798. |
[ 王岭, 张敏娜, 徐曼, 王德利 (2021). 草地多功能提升的多样化家畜放牧理论及应用. 科学通报, 66, 3791-3798.] | |
[27] | Wang HT, He XD, Gao YB, Lu JG, Xue PP, Ma D (2007). Density in Artemisia ordosica successional community in response to spatial heterogeneity of soil moisture and organic matter. Journal of Plant Ecology (Chinese Version), 31, 1145-1153. |
[ 王海涛, 何兴东, 高玉葆, 卢建国, 薛苹苹, 马迪 (2007). 油蒿演替群落密度对土壤湿度和有机质空间异质性的响应. 植物生态学报, 31, 1145-1153.]
DOI |
|
[28] | Wang SS, Wang W, Luo YY, Fan ZP, Bao WX, Shi HY, Zhang HL, Zhao YF (2009). The plant landscape in Daqinggou ecotourism area and its evaluation. Journal of Inner Mongolia Agricultural University (Natural Science Edition), 30(3), 5-8. |
[ 王树森, 汪伟, 罗于洋, 范志平, 包文祥, 石红玉, 张海龙, 赵一帆 (2009). 大青沟生态旅游区植物景观及其评价. 内蒙古农业大学学报(自然科学版), 30(3), 5-8.] | |
[29] | Wang W, Hu TH, Liu HJ, Zhao YJ, Xu Z, Mao WY (2020). Effects of cattle and sheep grazing on the community stability of grass/Trifolium repens grasslands Yungui Area. Pratacultural Science, 37, 542-549. |
[ 王文, 胡廷花, 刘慧紧, 赵一军, 徐震, 毛文娅 (2020). 放牧牛羊对云贵地区禾草/白三叶草地群落稳定性的影响. 草业科学, 37, 542-549.] | |
[30] | Wang Y (2019). Plant Species Richness Patterns and the Impact Factors in Horqin Sandy Land. Master degree dissertation, Beijing Forestry University, Beijing. |
[ 王寅 (2019). 科尔沁沙地植物物种丰富度格局及其影响因素. 硕士学位论文, 北京林业大学, 北京.] | |
[31] |
Yan L, Zhou GS, Zhang F, Sui XH, Ping XY (2012). Spatial heterogeneity of vegetation coverage and its temporal dynamics in desert steppe, Inner Mongolia. Acta Ecologica Sinica, 32, 4017-4024.
DOI URL |
[ 颜亮, 周广胜, 张峰, 隋兴华, 平晓燕 (2012). 内蒙古荒漠草原植被盖度的空间异质性动态分析. 生态学报, 32, 4017-4024.] | |
[32] |
Yoshihara Y, Ohkuro T, Buuveibaatar B, Jamsran U, Takeuchi K (2010). Spatial pattern of grazing affects influence of herbivores on spatial heterogeneity of plants and soils. Oecologia, 162, 427-434.
DOI PMID |
[33] | Yang Y, Jia LX, Zhang F, Qiao JR, Zhao TQ, Chen DL, Zhao ML (2019). Effects of different grassland use modes on spatial heterogeneity of vegetation in meadow steppe. Chinese Journal of Ecology, 38, 2015-2022. |
[ 杨阳, 贾丽欣, 张峰, 乔荠瑢, 赵天启, 陈大岭, 赵萌莉 (2019). 草地利用方式对草甸草原植被空间异质性的影响. 生态学杂志, 38, 2015-2022.] | |
[34] | Yin GM, Qian HG, Wei ZJ, Liu JS, Li YH, Ba T (2009). Comparison of grazing sheep foraging behavior at different environment. Acta Agriculturae Boreali-Sinica, 24, 205-208. |
[ 殷国梅, 钱宏光, 卫智军, 刘家森, 李蕴华, 巴图 (2009). 不同放牧环境下绵羊牧食行为的比较研究. 华北农学报, 24, 205-208.] | |
[35] |
Yu ZY, Zeng DH, Jiang FQ, Zhao Q (2009). Responses of biomass to the addition of water, nitrogen and phosphorus in Keerqin sandy grassland, Inner Mongolia, China. Journal of Forestry Research, 20, 23-26.
DOI URL |
[36] | Zheng JH, Zhang F, Zhao TQ, Zhao ML (2020). Effect of grazing and moving on spatial heterogeneity of Leymus chinensis in Stipa grandis steppe. Journal of Northwest A&F University (Natural Science Edition), 48(6), 10-17. |
[ 郑佳华, 张峰, 赵天启, 赵萌莉 (2020). 放牧和刈割对大针茅草原羊草空间异质性的影响. 西北农林科技大学学报(自然科学版), 48(6), 10-17.] | |
[37] | Zhang F, Chen DL, Zhao ML, Zheng JH, Yang Y, Qiao JR, Zhao TQ (2019). Effects of grazing intensity on spatial heterogeneity of the constructive species Stipa breviflora in desert steppe. Chinese Journal of Applied Ecology, 30, 3049-3056. |
[ 张峰, 陈大岭, 赵萌莉, 郑佳华, 杨阳, 乔荠瑢, 赵天启 (2019). 放牧强度对荒漠草原建群种短花针茅空间异质性的影响. 应用生态学报, 30, 3049-3056.] | |
[38] |
Zhu H, Wang DL, Wang L, Bai YG, Fang J, Liu J (2012). The effects of large herbivore grazing on meadow steppe plant and insect diversity. Journal of Applied Ecology, 49, 1075-1083.
DOI URL |
[39] | Zu YG, Ma KM, Zhang XJ (1997). A fractal method for analysing spatial heterogeneity of vegetation. Acta Ecologica Sinica, 17, 333-337. |
[ 祖元刚, 马克明, 张喜军 (1997). 植被空间异质性的分形分析方法. 生态学报, 17, 333-337.] | |
[40] |
Zuo XA, Zhao HL, Zhao XY, Zhang TH, Guo YR, Wang SK, Drake S (2008). Spatial pattern and heterogeneity of soil properties in sand dunes under grazing and restoration in Horqin Sandy Land, Northern China. Soil and Tillage Research, 99, 202-212.
DOI URL |
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