Abstract:[Background] Soil properties to a large degree showed the spatial self-correlation variation characteristics. Topography is usually an important source of soil variation. Quantitative analysis of spatial heterogeneity of soil and its correlation with topography is helpful for revealing the potential mechanism of soil variation. [Methods] Referring to soil sampling scheme of CTFS, we collected 199 soil samples from a 4 hm2 secondary Picea forest of Guandi Mountain and completed the soil properties determination. The horizontal and vertical space distribution characteristics of PH, organic matter, available nitrogen, phosphorus and potassium were analyzed using the classical statistical methods, spatial heterogeneity of soil properties at 0-10 cm layer and their distribution patterns were acquired through geo-statistics and ArcGIS interpolation, and the effects of terrain factors on spatial heterogeneity of soil properties were quantitatively assessed by RDA sorting and variance decomposition. [Results] The coefficient of variation for the soil pH, organic matter, available nitrogen, available phosphorus and available potassium was 8.78%、48.38%、41.15%、58.36%、46.60%, respectively. The five factors showed the spatial self-correlation variation at 4.9-58.8 m scale range, and a moderate degree of self-correlation was evaluated for pH and available nitrogen but a strong degree of self-correlation was evaluated for organic matter, available phosphorus and available potassium. Organic matter, available nitrogen and available potassium showed analogical spatial plaque distribution pattern, that is, the contents of organic matter and available potassium were also high in the plaque where there was available nitrogen in high content, while the soil pH and available phosphorus showed an opposite distribution pattern. Among the terrain factors, elevation had the strongest effects on the soil pH, available nitrogen and phosphorus, soil pH and available phosphorus had positive correlation with elevation, and the elevation explained 40.43% and 28.81% of the spatial variability of soil pH and available phosphorus, respectively, but available nitrogen had negative correlation with elevation and the elevation explained 19.48% of the spatial variability of available nitrogen independently. Convexity had the strongest negative effects on available potassium and organic matter, and it explained 9.37% and 6.88% of the spatial variability of available potassium and organic matter. [Conclusions] Soil properties showed structural heterogeneity in space and topography factors had important effects on the variation of soil factors. The experimental results can provide the basis for understanding the distribution and coexistence of tree species in North China.
杨秀清, 史婵, 王旭刚, 马慧晶, 闫海冰. 关帝山云杉次生林土壤的空间异质性及其与地形相关性[J]. 中国水土保持科学, 2017, 15(4): 16-24.
YANG Xiuqing, SHI Chan, WANG Xugang, MA Huijing, YAN Haibing. Spatial heterogeneity of soil in the secondary Picea forest of Guandi Mountain and its correlation with topography. SSWC, 2017, 15(4): 16-24.
GALLARDO A.Spatial variability of soil properties in a floodplain forest in northwest Spain[J]. Ecosystems, 2003, 6:564.
[2]
KOLAS J, PICKETTS T A. Ecological heterogeneity[M]. New York:Spring-Verlag, 1991:93.
[3]
李从娟, 李彦, 马健.古尔班通古特沙漠土壤化学性质空间异质性的尺度特征[J].土壤学报, 2011, 48(2):302. LI Congjuan, LI Yan, MA Jian. Scale characteristics of spatial heterogeneity of soil chemical properties in Gurbantunggut desert[J].Acta Pedologica Sinica, 2011, 48(2):302.
[4]
韩丹, 程先富, 谢金红, 等. 大别山区江子河流域土壤有机质的空间变异及其影响因素[J]. 土壤学报, 2012, 49(2):403. HAN Dan, CHENG Xianfu, XIE Jinhong, et al. Spatial variability of soil organic matter in Jiangzihe watershed of Dabie Mountainous area and its influencing factors[J]. Acta Pedologica Sinica, 2012, 49(2):403.
[5]
刘璐, 曾馥平, 宋同清, 等. 喀斯特木论自然保护区土壤养分的空间变异特征[J].应用生态学报, 2010, 21(7):1667. LIU Lu, ZENG Fuping, SONG Tongqing, et al. Spatial heterogeneity of soil nutrients in Karst area's Mulun National Nature Reserve[J]. Chinese Journal of Applied Ecology, 2010, 21(7):1667.
[6]
JOHN R, DALLING J W, HARMS K E, et al. Soil nutrients influence spatial distributions of tropical tree species[J]. Proceedings of the National Academy of Sciences of the United States of America, 2007, 104:864.
[7]
潘晓健, 刘平丽, 李露, 等. 氮肥和秸秆施用对稻麦轮作体系下土壤剖面N2O时空分布的影响[J]. 土壤学报, 2015, 52(2):364. PAN Xiaojian, LIU Pingli, LI Lu, et al. Spatial and temporal distributions of soil profile N2O as affected by N fertilization and straw incorporation in the rice-wheat rotation system[J]. Acta Pedologica Sinica, 2015, 52(2):364.
[8]
罗由林, 李启权, 王昌全, 等. 四川省仁寿县土壤有机碳空间分布特征及其主控因素[J]. 中国生态农业学报, 2015, 23(1):34. LUO Youlin, LI Qiquan, WANG Changquan, et al. Spatial variability of soil organic carbon and related controlling factors in Renshou County, Sichuan Province[J]. Chinese Journal of Eco-Agriculture, 2015, 23(1):34.
[9]
GELAW A M, SINGH B R, LAI R. Soil organic carbon and total nitrogen stocks under different land uses in a semi-arid watershed in Tigray, Northern Ethiopia[J]. Agriculture, Ecosystems and Environment, 2014, 188:256.
[10]
张娜, 王希华, 郑泽梅, 等. 浙江天童常绿阔叶林土壤的空间异质性及其与地形的关系[J]. 应用生态学报, 2012, 23(9):2361. ZHANG Na, WANG Xihua, ZHENG Zemei, et al. Spatial heterogeneity of soil properties and its relationships with terrain factors in broad-leaved forest in Tiantong of Zhejiang Province, East China[J]. Chinese Journal of Applied Ecology, 2012, 23(9):2361.
[11]
彭晚霞, 宋同清, 曾馥平, 等. 喀斯特常绿落叶阔叶混交林植物与土壤地形因子的耦合关系[J]. 生态学报, 2010, 30(13):3472. PENG Wanxia, SONG Tongqing, ZENG Fuping, et al. The coupling relationships between vegetation, soil, and topography factors in Karst mixed evergreen and deciduous broadleaf forest[J]. Acta Ecologica Sinica, 2010, 30(13):3472.
[12]
岳跃民, 王克林, 张伟, 等. 基于典范对应分析的喀斯特峰丛洼地土壤-环境关系研究[J]. 环境科学, 2008, 29(5):243. YUE Yuemin, WANG Kelin, ZHANG Wei, et al. Relationships between soil and environment in peak-cluster depression areas of Karst region based on canonical correspondence analysis[J]. Environmental Science, 2008, 29(5):243.
[13]
张忠华, 胡刚, 祝介东, 等. 喀斯特森林土壤养分的空间异质性及其对树种分布的影响[J]. 植物生态学报, 2011, 35(10):1038. ZHANG Zhonghua, HU Gang, ZHU Jiedong, et al. Spatial heterogeneity of soil nutrients and its impact on tree species distribution in a karst forest of Southwest China[J]. Chinese Journal of plant Ecology, 2011, 35(10):1038.
[14]
杨秀清, 史婵, 王旭刚, 等. 关帝山云杉次生林不同生活型物种与生境相关性[J]. 生态学杂志, 2017, 36(6):1481. YANG Xiuqing, SHI Chan, WANG Xugang, et al. Correlation between different life-form species and habitat in secondary Picea forest[J]. Chinese Journal of Ecology, 2017, 36(6):1481.
[15]
吴昊. 秦岭山地松栎混交林土壤养分空间变异及其与地形因子的关系[J]. 自然资源学报, 2015, 30(5):858. WU Hao. The relationship between terrain factors and spatial variability of soil nutrients for pine-oak mixed forest in Qinling Mountains[J]. Journal of Natural Resources, 2015, 30(5):858.
[16]
闫海冰, 韩有志, 杨秀清, 等. 关帝山云杉天然更新与土壤有效氮素异质性的空间关联性[J]. 应用生态学报, 2010, 21(3):533. YAN Haibing, HAN Youzhi, YANG Xiuqing, et al. Spatial relevance between natural regeneration of Picea and h/eterogeneity of soil available nitrogen in Guandi Mountain[J]. Chinese Journal of Applied Ecology, 2010, 21(3):533.
[17]
鲍士旦. 土壤农化分析第三版[M]. 北京:中国农业出版社, 2000:25. BAO Shidan. Soil and agricultural chemistry analysis:Version 3[M]. Beijing:China Agriculture Press, 2000:25.
[18]
HARMS K E, CONDIT R, HUBBELL S P, et al. Habitat associations of trees and shrubs in a 50-hm2 neotropical forest plot[J]. Journal of Ecology, 2001, 89:947.
[19]
VALENCIA R, FOSTER R, VILLA G, et al. Tree species distributions and local habitat variation in the Amazon:a large plot in eastern Ecuador[J]. Journal of Ecology, 2004, 92:214.
[20]
NEE S. The neutral theory of biodiversity:do the numbers add up?[J]. Functional Ecology, 2005, 19:173.
[21]
YAMAKURA T, KANZAKE M, ITOH A, et al. Topography of a large-scale research plot established within a tropical rain forest at Lambir, Sarawak[J]. Tropics, 1995, 5:41.
[22]
ROBERTSON G P. Soil resources, microbial activity, and primary production across an agricultural ecosystem[J]. Ecological Application, 1997, 7:158.
[23]
LEPŠ J, ŠMILAUER P. Multivariate analysis of ecological data using CANOCO[M]. Cambridge:Cambridge University Press, 2003:149.
[24]
OKSANEN J, BLANCHET D, KINDT R, et al. Vegan:community ecology package[M]. R package version 1, 2010:8.
[25]
FRANKLIN J F, FORMAN R T T. Creating landscape patterns by forest cutting:ecological consequences and principles[J]. Landscape Ecology, 1987, 1:5.
[26]
TILLMAN D. Resource competition and community structure[M]. Princeton:Princeton University Press, 1984:3738.
[27]
杨秀清, 韩有志, 李乐, 等. 华北山地典型天然次生林土壤氮素空间异质性对落叶松幼苗更新的影响[J]. 生态学报, 2009, 29(9):4656. YANG Xiuqing, HAN Youzhi, LI Le, et al. The effect of heterogeneous spatial distribution of soil nitrogen on regeneration of Larix principis-rupprechtii seedlings in typical naturally-regenerated montane forests of Northern China[J]. Acta Ecologica Sinica, 2009, 29(9):4656.
[28]
杨秀清, 韩有志. 华北山地6种天然次生林土壤氮素的空间异质性特征[J]. 中国水土保持科学, 2010, 8(6):95. YANG Xiuqing, HAN Youzhi. Spatial heterogeneity of soil nitrogen in six natural secondary forests in mountainous region of Northern China[J]. Science of Soil and Water Conservation, 2010, 8(6):95.
[29]
杨秀清, 韩有志. 关帝山森林土壤有机碳和氮素的空间变异特征[J]. 林业科学研究, 2011, 24(2):223. YANG Xiuqing, HAN Youzhi. Spatial variations of soil organic carbon and nitrogen of forest land in Guandi Mountain[J]. Forest Research, 2011, 24(2):223.
[30]
闫恩荣, 王希华, 周武. 天童常绿阔叶林演替系列植物群落的N:P化学计量特征[J]. 植物生态学报, 2008, 32(1):13. YAN Enrong, WANG Xihua, ZHOU Wu. N:P stoichiometry in secondary succession in evergreen broad-leaved forest, Tiantong, East China[J]. Chinese Journal of Plant Ecology, 2008, 32(1):13.
[31]
秦松, 樊燕, 刘洪斌, 等. 地形因子与土壤养分空间分布的相关性研究[J]. 水土保持研究, 2008, 15(1):46. QIN Song, FAN Yan, LIU Hongbin, et al. Study on the relations between topographical factors and the spatial distributions of soil nutrients[J]. Research of Soil and Water Conservation, 2008, 15(1):46.
[32]
丁佳, 吴茜, 闫慧, 等. 地形和土壤特性对亚热带常绿阔叶林内植物功能性状的影响[J]. 生物多样性, 2011, 19(2):158. DING Jia, WU Qian, YAN Hui, et al. Effects of topographic variations and soil characteristics on plant functional traits in a subtropical evergreen broad-leaved forest[J]. Biodiversity Science, 2011, 19(2):158.