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Journal of Mountain Science

, Volume 12, Issue 3, pp 659–670 | Cite as

Distribution patterns and associations of dominant tree species in a mixed coniferous-broadleaf forest in the Changbai Mountains

  • Meng-tao Zhang
  • Xin-gang KangEmail author
  • Jing-hui Meng
  • Li-xin Zhang
Article

Abstract

In 2012 a plot was established with 1-ha area in a mixed coniferous-broadleaf forest in the Changbai Mountains, northeastern China for examining local forest processes, structure and succession. A method of O-ring statistics (pair-correlation function) was applied to analyze the spatial patterns and associations of the dominant species within different vertical layers. After the evaluation by their importance values, six tree species (or group) (i.e. Abies nephrolepis, Picea jezoensis, Pinus koraiensis, Tilia amurensis, and species group of Betula ssp. and species group of Acer ssp.) were determined as dominant trees species. It was found that some of these species exhibited closely clustered distributions at fine distances. As spatial distance increased, a random or even regular distribution gradually appeared with the exception of the upper layers of A. nephrolepis and P. koraiensis, and the lower layers of P. jezoensis, P. koraiensis and Betula ssp., which were substantially randomly distributed. Intra- and inter-species spatial associations varied in accordance with species, tree height and reciprocal distances. Positive associations were observed between the lower and upper height classes of trees of the same species (except for that of P. jezoensis) at fine distances. This may be owing to limited seed dispersal and geological heterogeneity. The aggregation intensity declines with increasing distances and this consistent with the predictions of self-thinning. Some coniferous trees (e.g. Pinus koraiensis) in the lower height class were positively associated with T. amurensis and group of Betula ssp. of the upper height class at some distances, suggesting that saplings of coniferous trees occupy a broader niche and can grow well under the canopy of the adult of broad-leaved trees. Negative associations were observed between upper coniferous trees and lower broad-leaved trees and between upper P. jezoensis and lower P. koraiensis, suggesting that a canopy of these trees might not provide suitable environment for the survival, establishment, and growth of lower individuals, corresponding well to Janzen-Connell hypothesis.

Keywords

Mixed coniferous-broadleaf forest O-ring statistics Spatial pattern Spatial association Null model 

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References

  1. Allstadt A, Caraco T, Molnar F, et al. (2012) Interference competition and invasion: Spatial structure, novel weapons and resistance zones. Journal of Theoretical Biology 306:46–60. DOI: 10.1016/j.jtbi.2012.04.017CrossRefGoogle Scholar
  2. Boyden S, Binkley D, Shepperd W (2005) Spatial and temporal patterns in structure, regeneration, and mortality of an oldgrowth ponderosa pine forest in the Colorado Front Range. Forest Ecology and Management 219(1):43–55. DOI: 10.1016/j.foreco.2005.08.041CrossRefGoogle Scholar
  3. Cerrillo RMN, Manzanedo RD, Bohorque J, et al. (2013) Structure and spatio-temporal dynamics of cedar forests along a management gradient in the Middle Atlas, Morocco. Forest Ecology and Management 289: 341–353.CrossRefGoogle Scholar
  4. Chen J, Bradshaw GA (1999) Forest structure in space: a case study of an old growth spruce-fir forest in Changbaishan Natural Reserve, PR China. Forest Ecology and Management 120: 219–233.CrossRefGoogle Scholar
  5. Condit R, Ashton PS, Baker P, et al. (2000) Spatial patterns in the distribution of tropical tree species. Science 288(5470): 1414–1418.CrossRefGoogle Scholar
  6. Dale MRT, Dixon P, Fortin MJ, et al. (2002) Conceptual and mathematical relationships among methods for spatial analysis. Ecography 25(5): 557–558.CrossRefGoogle Scholar
  7. Druckenbrod DL, Shugart HH, Davies I (2005) Spatial pattern and process in forest stands within the Virginia piedmont. Journal of Vegetation Science 16(1): 37–48. DOI: 10.1111/j.1654-1103.2005.tb02336.xCrossRefGoogle Scholar
  8. Fajardo A, Goodburn JM, Graham J (2006) Spatial patterns of regeneration in managed uneven-aged ponderosa pine Douglas-fir forests of Western Montana, USA. Forest Ecology and Management 223(1–3): 255–266.CrossRefGoogle Scholar
  9. Fortin MJ, Dale MRT (2005) Spatial Analysis [electronic resource]: A Guide for Ecologists, Cambridge University Press. p 100.Google Scholar
  10. Gilbert GS (2002) Evolutionary ecology of plant diseases in natural ecosystems. Annual Review of Phytopatholgy 40: 13–43. DOI: 10.1146/annurev.phyto.40.021202.110417CrossRefGoogle Scholar
  11. Gong ZW, Kang XG, Gu L, et al. (2010) Spatial Pattern Dynamics of Forest Succession in Spruce-fir Mixed Stand in ChangbaiMountain, Northeast China. Journal of Northeast Forestry University 38(1):44–46, 53. (In Chinese)Google Scholar
  12. Grabarnik P, Myllymaki M, Stoyan D (2011) Correct testing of mark independence for marked point patterns. Ecological Modelling 222(23-24): 3888–3894. DOI: 10.1016/j.ecolmodel.2011.10.005CrossRefGoogle Scholar
  13. Grubb PJ (1977) The maintenance of species-richness in plant communities: the importance of the regeneration niche. Biological Reviews 52(1): 107–145.CrossRefGoogle Scholar
  14. Hao ZQ, Zhang J, Song B, et al. (2007) Vertical structure and spatial associations of dominant tree species in an old-growth temperate forest. Forest Ecology and Management 252(1): 1–11. DOI: 10.1016/j.foreco.2007.06.026CrossRefGoogle Scholar
  15. Harms KE, Wright SJ, Calderon O, et al. (2000) Pervasive density-dependent recruitment enhances seedling diversity in a tropical forest. Nature 404(6777): 493–495. DOI: 10.1038/35006630CrossRefGoogle Scholar
  16. Hou JH, Mi XC, Liu CR, et al. (2004) Spatial patterns and associations in a Quercus-Betula forest in northern China. Journal of Vegetation Science 15(3): 407–414. DOI: 10.1111/j.1654-1103.2004.tb02278.xGoogle Scholar
  17. Hubbell SP, Foster RB, O’Brien ST, et al. (1999) Light-Gap disturbances, recruitment limitation, and tree diversity in a neotropical forest. Science 283(5401): 554–557.CrossRefGoogle Scholar
  18. Hui GY, Gadow KV (2003) Quantitative analysis of forest spatial structure. China Science and Technology Press, Beijing, China. pp 170–173. (In Chinese)Google Scholar
  19. Larson AJ, Churchill D (2012) Tree spatial patterns in firefrequent forests of western North America, including mechanisms of pattern formation and implications for designing fuel reduction and restoration treatments. Forest Ecology and Management 267: 74–92. DOI: 10.1016/j.foreco.2011.11.038CrossRefGoogle Scholar
  20. Lei XD, Lu YC, Peng CH, et al. (2007) Growth and structure development of semi-natural larch-spruce-fir (Larix olgensis-Picea jezoensis-Abies nephrolepis) forests in northeast China: 12-year results after thinning. Forest Ecology and Management 240(1): 165–177.CrossRefGoogle Scholar
  21. Li HD, Guan DX, Wang AZ, et al. (2013) Characteristics of evaporation over broadleaved Korean pine forest in Changbai Mountains, Northeast China during snow cover period in winter. Chinese Journal of Applied Ecology 24(4): 1039–1046. (In Chinese)Google Scholar
  22. Li JQ (2010) Forest Ecology. Higher Education Press, 2nd ed, Beijing. p 158. (In Chinese)Google Scholar
  23. Li XF, Zhu JJ, Wang QL, et al. (2004) Snow/wind damage in natural secondary forests in Liaodong mountainous regions of Liaoning Province. Chinese Journal of Applied Ecology 15(6): 941–946. (In Chinese)Google Scholar
  24. Liu ZG, Ji LZ, Hao ZQ, et al. (2004) Effect of cone-picking on natural regeneration of Korean pine in Changbai Mountain Nature Reserve. Chinese Journal of Applied Ecology 15(6): 958–962. (In Chinese)Google Scholar
  25. Loosmore NB, Ford ED (2006) Statistical inference using the G or K point pattern spatial statistics. Ecology 87(8): 1925–1931. DOI: 10.1890/0012-9658(2006)87[1925:Siutgo]2.0.Co;2CrossRefGoogle Scholar
  26. Manabe T, Nishimura N, Miura M, et al. (2000) Population structure and spatial patterns for trees in a temperate oldgrowth evergreen broad-leaved forest in Japan. Plant Ecology 151(2): 181–197. DOI: 10.1023/A:1026512404110CrossRefGoogle Scholar
  27. Miao N, Liu SR, Shi HM, et al. (2009) Spatial patterns of dominant tree species in sub-alpine Betula-Abies forest in West Sichuan of China. Chinese Journal of Applied Ecology 20(6): 1262–1270. (In Chinese)Google Scholar
  28. Nakashizuka T (2001) Species coexistence in temperate, mixed deciduous forests. Trends in Ecology & Evolution 16(4): 205–210.CrossRefGoogle Scholar
  29. Paluch JG (2007) The spatial pattern of a natural European beech (Fagus sylvatica L.)-silver fir (Abies alba Mill.) forest: A patch-mosaic perspective. Forest Ecology and Management 253(1): 161–170. DOI: 10.1016/j.foreco.2007.07.013CrossRefGoogle Scholar
  30. Peng CH (2000) Growth and yield models for uneven-aged stands: past, present and future. Forest Ecology and Management 132(2): 259–27.CrossRefGoogle Scholar
  31. Peres-Neto PR, Legendre P (2010) Estimating and controlling for spatial structure in the study of ecological communities. Global Ecology and Biogeography 19(2): 174–184. DOI: 10.1111/j.1466-8238.2009.00506.xCrossRefGoogle Scholar
  32. Perry GLW, Enright NJ, Miller BP, et al. (2008) Spatial patterns in species-rich sclerophyll shrublands of southwestern Australia. Journal of Vegetation Science 19(5): 705–716. DOI: 10.3170/2008-8-18441CrossRefGoogle Scholar
  33. Quesada M, Sanchez-Azofeifa GA, Alvarez-Anorve M, et al. (2009) Succession and management of tropical dry forests in the Americas: Review and new perspectives. Forest Ecology and Management 258(6): 1014–1024.CrossRefGoogle Scholar
  34. Riginos C, Milton SJ, Wiegand T (2005) Context-dependent interactions between adult shrubs and seedlings in a semiarid shrubland. Journal of Vegetation Science 16(3): 331–340.CrossRefGoogle Scholar
  35. Ripley BD (1981) Spatial Statistics. Hayward Wiley, New York, USA. p 252.CrossRefGoogle Scholar
  36. Salas C, Lemay V, Nunez P, et al. (2006) Spatial patterns in an old-growth Nothofagus obliqua forest in south-central Chile. Forest Ecology and Management 231(1): 38–46.CrossRefGoogle Scholar
  37. Schurr FM, Bossdorf O, Milton SJ, et al. (2004) Spatial pattern formation in semi-arid shrubland: a priori predicted versus observed pattern characteristics. Plant Ecology 173(2): 271–282. DOI: 10.1023/B:Vege.0000029335.13948.87CrossRefGoogle Scholar
  38. Seidler TG, Plotkin JB (2006) Seed dispersal and spatial pattern in tropical trees. PLoS Biology 4(11): e344.CrossRefGoogle Scholar
  39. Shao GF, Schall P, Weishampel JF (1994) Dynamic simulations of mixed broadleaved-Pinus koraiensis forests in the Changbaishan biosphere reserve of China. Forest Ecology and Management 70(1): 169–181.CrossRefGoogle Scholar
  40. Stone R (2006) Ecology — A threatened nature reserve breaks down Asian borders. Science 313(5792): 1379–1380. DOI: 10.1126/science.313.5792.1379CrossRefGoogle Scholar
  41. Stoyan D, Penttinen A (2000) Recent applications of point process methods in forestry statistics. Statistical Science 15(1): 61–78.CrossRefGoogle Scholar
  42. Stoyan D, Stoyan H (1994) Fractals, Random shapes and point fields: methods of geometrical statistics. Wiley, Chichester. p 389.Google Scholar
  43. Tamme R, Hiiesalu I, Laanisto L, et al. (2010) Environmental heterogeneity, species diversity and co-existence at different spatial scales. Journal of Vegetation Science 21(4): 796–801. DOI: 10.1111/j.1654-1103.2010.01185.xGoogle Scholar
  44. Tao DL, Zhao DC, Zhao SD, et al. (1995) Dependence of natural regeneration of Korean Pine on animals-An out closure experiment. Chinese Biodiversity 3(3):131–133. (In Chinese)Google Scholar
  45. Wang CK (2006) Biomass allometric equations for 10 cooccurring tree species in Chinese temperate forests. Forest Ecology and Management 222(1): 9–16. DOI: 10.1016/j.foreco.2005.10.074CrossRefGoogle Scholar
  46. Wang GL, Liu F (2011) The influence of gap creation on the regeneration of Pinus tabuliformis planted forest and its role in the near-natural cultivation strategy for planted forest management. Forest Ecology and Management 262(3): 413–423.CrossRefGoogle Scholar
  47. Wang XG (2010) Spatial distributions of species in an oldgrowth temperate forest, northeastern China. Canadian Journal of Forest Research 40(6): 1011–1019. DOI: 10.1139/X10-056CrossRefGoogle Scholar
  48. Wiegand K, Jeltsch F, Ward D (2000) Do spatial effects play a role in the spatial distribution of desert-dwelling Acacia raddiana. Journal of Vegetation Science 11(4): 473–484.CrossRefGoogle Scholar
  49. Wiegand T, Gunatilleke S, Gunatilleke N (2007a) Species associations in a heterogeneous Sri lankan dipterocarp forest. American Naturalist 170(4): E77–E95. DOI: 10.1086/521240CrossRefGoogle Scholar
  50. Wiegand T, Gunatilleke S, Gunatilleke N, et al. (2007b) Analyzing the spatial structure of a Sri Lankan tree species with multiple scales of clustering. Ecology 88(12): 3088–3102. DOI: 10.1890/06-1350.1CrossRefGoogle Scholar
  51. Wiegand T, Moloney KA (2004) Rings, circles, and null-models for point pattern analysis in ecology. Oikos 104(2): 209–229.CrossRefGoogle Scholar
  52. Xu XM, Harwood TD, Pautasso M, et al. (2009) Spatiotemporal analysis of an invasive plant pathogen (Phytophthora ramorum) in England and Wales. Ecography 32(3):504–516. DOI: 10.1111/j.1600-0587.2008.05597.xCrossRefGoogle Scholar
  53. Yu H, Wiegand T, Yang XH, et al. (2009) The impact of fire and density-dependent mortality on the spatial patterns of a pine forest in the Hulun Buir sandland, Inner Mongolia, China. Forest Ecology and Management 257(10): 2098–2107.CrossRefGoogle Scholar
  54. Yuan ZQ, Gazol A, Wang XG, et al. (2011) Scale specific determinants of tree diversity in an old growth temperate forest in China. Basic and Applied Ecology 12(6): 488–495.CrossRefGoogle Scholar
  55. Zhang J, Hao ZQ, Song B, et al. (2007) Spatial distribution patterns and associations of Pinus koraiensis and Tilia amurensis in broad-leaved Korean pine mixed forest in Changbai Mountains. Chinese Journal of Applied Ecology 18: 1681–1687. (In Chinese)Google Scholar
  56. Zhang J, Hao ZQ, Sun IF, et al. (2009) Density dependence on tree survival in an old-growth temperate forest in northeastern China. Annals of Forest Science 66(2): 1–9. DOI: 10.1051/Forest/2008086CrossRefGoogle Scholar
  57. Zhang J, Song B, Li BH, et al. (2010) Spatial patterns and associations of six congeneric species in an old-growth temperate forest. Acta Oecologica 36(1): 29–38. DOI: 10.1016/j.actao.2009.09.005CrossRefGoogle Scholar
  58. Zhang JT (2004) Quantitative ecology. Science Press, Beijing. pp 264–266. (In Chinese)Google Scholar
  59. Zhang LW, Mi XC, Shao HB, et al. (2011) Strong plant-soil associations in a heterogeneous subtropical broad-leaved forest. Plant and soil 347(1–2): 211–220. DOI: 10.1007/s11104-011-0839-2CrossRefGoogle Scholar
  60. Zhang MT, Kang XG, Cai S (2012) The models for growth process of spruce-fir forest. The 2nd International Conference on Computer Application and System Modeling (2012): 927–931. DOI: 10.2991/iccasm.2012.236Google Scholar
  61. Zhao HY, Kang XG, Guo ZQ, et al. (2012) Species Interactions in Spruce-Fir Mixed Stands and Implications for Enrichment Planting in the Changbai Mountains, China. Mountain Research and Development 32(2): 187–196. DOI: 10.1659/Mrd-Journal-D-11-00125.1CrossRefGoogle Scholar
  62. Zou L, Xie ZQ, Li QM, et al. (2007) Spatial and temporal pattern of seed rain of Abies fargesii in Shennongjia Nature Reserve, Hubei. Biodiversity Science 15(5): 500–509. (In Chinese)CrossRefGoogle Scholar

Copyright information

© Science Press, Institute of Mountain Hazards and Environment, CAS and Springer-Verlag Berlin Heidelberg 2015

Authors and Affiliations

  • Meng-tao Zhang
    • 1
  • Xin-gang Kang
    • 1
    Email author
  • Jing-hui Meng
    • 1
  • Li-xin Zhang
    • 2
  1. 1.Key Laboratory for Silviculture and Conservation Ministry of EducationBeijing Forestry UniversityBeijingChina
  2. 2.Yunnan Forest InstituteKunmingChina

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