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Disentangling the effects of topography and space on the distributions of dominant species in a subtropical forest

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  • Ecology
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Chinese Science Bulletin

Abstract

Topography and space are two important factors determining plant species assemblages in forest communities. Quantification of the contribution of these two factors in determining species distribution helps us to evaluate their relative importance in determining species assemblages. This study aims to disentangle the effect of topography and space on the distributions of 14 dominant species in a subtropical mixed forest. Spearman correlation analysis and the torus-translation test were used to test the species–habitat associations. Variation partitioning was used to quantify the relative contributions of topography and space at three sampling scales and three life stages. Correlation analyses and torus-translation tests showed species abundance was mostly correlated with topographic wetness index, vertical distance from the channel network and convexity. Variation partitioning showed that pure topography, pure space and spatially structured topography explained about 2.1 %, 41.2 % and 13.8 % of the variation in species distributions, respectively. For nine species, total topography fractions peaked in 20 m quadrats. For ten species, the pure space fractions peaked in 50 m quadrats. For many species, the total topography fraction and the pure space fraction were larger for the most abundant life stages, which reflected the importance of sampling effect. However, some cases did not follow this trend suggesting that the effects of ecological processes such as habitat filtering, density dependence or dispersal limitation may exceed the sampling effects. In conclusion, we found that spatially structured topography and pure space primarily shaped the distribution of dominant tree species. Furthermore, their effects were both scale- and life stage-dependent.

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References

  1. Whittaker RH (1956) Vegetation of the great smoky mountains. Ecol Monogr 26:1–80

    Article  Google Scholar 

  2. Hutchinson GE (1961) The paradox of the plankton. Am Nat 95:137–145

    Article  Google Scholar 

  3. Gunatilleke CVS, Gunatilleke IAUN, Esufali S et al (2006) Species–habitat associations in a Sri Lankan dipterocarp forest. J Trop Ecol 22:371–384

    Article  Google Scholar 

  4. Valencia R, Foster RB, Villa G et al (2004) Tree species distributions and local habitat variation in the amazon: large forest plot in eastern ecuador. J Ecol 92:214–229

    Article  Google Scholar 

  5. Lai J, Mi X, Ren H et al (2009) Species–habitat associations change in a subtropical forest of China. J Veg Sci 20:415–423

    Article  Google Scholar 

  6. Hubbell SP (2001) The unified neutral theory of biodiversity and biogeography. Princeton University Press, Princeton

    Google Scholar 

  7. Gravel D, Canham CD, Beaudet M et al (2006) Reconciling niche and neutrality: the continuum hypothesis. Ecol Lett 9:399–409

    Article  Google Scholar 

  8. Bell G, Lechowicz MJ, Appenzeller A et al (1993) The spatial structure of the physical environment. Oecologia 96:114–121

    Article  Google Scholar 

  9. Legendre P, Mi X, Ren H et al (2009) Partitioning beta diversity in a subtropical broad-leaved forest of China. Ecology 90:663–674

    Article  Google Scholar 

  10. Punchi-Manage R, Wiegand T, Wiegand K et al (2013) Effect of spatial processes and topography on structuring species assemblages in a Sri Lankan dipterocarp forest. Ecology 95:376–386

    Article  Google Scholar 

  11. Dray S, Legendre P, Peres-Neto PR (2006) Spatial modelling: a comprehensive framework for principal coordinate analysis of neighbour matrices (pcnm). Ecol Model 196:483–493

    Article  Google Scholar 

  12. De Cáceres M, Legendre P, Valencia R et al (2012) The variation of tree beta diversity across a global network of forest plots. Glob Ecol Biogeogr 21:1191–1202

    Article  Google Scholar 

  13. Comita LS, Aguilar S, Pérez R et al (2007) Patterns of woody plant species abundance and diversity in the seedling layer of a tropical forest. J Veg Sci 18:163–174

    Article  Google Scholar 

  14. Laliberté E, Paquette A, Legendre P et al (2009) Assessing the scale-specific importance of niches and other spatial processes on beta diversity: a case study from a temperate forest. Oecologia 159:377–388

    Article  Google Scholar 

  15. Yuan Z, Gazol A, Wang X et al (2011) Scale specific determinants of tree diversity in an old growth temperate forest in China. Basic Appl Ecol 12:488–495

    Article  Google Scholar 

  16. Condit R (1998) Tropical forest census plots: method and results from Barra Colorado Island, Panama and a comparison with other plots. Springer, Heidelberg

    Book  Google Scholar 

  17. Harms KE, Condit R, Hubbell SP et al (2001) Habitat associations of trees and shrubs in a 50-ha neotropical forest plot. J Ecol 89:947–959

    Article  Google Scholar 

  18. Tarboton DG (1997) A new method for the determination of flow directions and upslope areas in grid digital elevation models. Water Resour Res 33:309–319

    Article  Google Scholar 

  19. Lin G, Stralberg D, Gong G et al (2013) Separating the effects of environment and space on tree species distribution: from population to community. PLoS One 8:e56171

    Article  Google Scholar 

  20. Baldeck CA, Harms KE, Yavitt JB et al (2013) Soil resources and topography shape local tree community structure in tropical forests. Proc R Soc B Biol Sci 280:1753

    Article  Google Scholar 

  21. Punchi-Manage R, Getzin S, Wiegand T et al (2013) Effects of topography on structuring local species assemblages in a Sri Lankan mixed dipterocarp forest. J Ecol 101:149–160

    Article  Google Scholar 

  22. Kanagaraj R, Wiegand T, Comita LS et al (2011) Tropical tree species assemblages in topographical habitats change in time and with life stage. J Ecol 99:1441–1452

    Article  Google Scholar 

  23. Goebel C, Hix M (1996) Development of mixed-oak forests in southeastern Ohio: a comparison of second-growth and old-growth forests. For Ecol Manag 84:1–21

    Article  Google Scholar 

  24. Itoh A, Ohkubo T, Nanami S et al (2010) Comparison of statistical tests for habitat associations in tropical forests: a case study of sympatric dipterocarp trees in a Bornean forest. For Ecol Manag 259:323–332

    Article  Google Scholar 

  25. Borcard D, Legendre P, Drapeau P (1992) Partialling out the spatial component of ecological variation. Ecology 73:1045–1055

    Article  Google Scholar 

  26. O’Hara RB, Kotze DJ (2010) Do not log-transform count data. Methods Ecol Evol 1:118–122

    Article  Google Scholar 

  27. R Development Core Team (2012) R: a language and environment for statistical computing

  28. Oksanen J, Guillaume FB, Roeland K et al (2012) Vegan: community ecology package. R package version 20-5. http://CRANR-projectorg/package=vegan

  29. Dray S, Legendre P, Blanchet FG (2007) Packfor: forward selection with permutation (canoco p. 46). R package version 00-7

  30. Shen G, He F, Waagepetersen R et al (2013) Quantifying effects of habitat heterogeneity and other clustering processes on spatial distributions of tree species. Ecology 94:2436–2443

    Article  Google Scholar 

  31. Lan G, Hu Y, Cao M et al (2011) Topography related spatial distribution of dominant tree species in a tropical seasonal rain forest in china. For Ecol Manag 262:1507–1513

    Article  Google Scholar 

  32. Gilbert B, Bennett JR (2010) Partitioning variation in ecological communities: do the numbers add up? J Appl Ecol 47:1071–1082

    Article  Google Scholar 

  33. Smith TW, Lundholm JT (2010) Variation partitioning as a tool to distinguish between niche and neutral processes. Ecography 33:648–655

    Article  Google Scholar 

  34. Tuomisto H, Ruokolainen L, Ruokolainen K (2012) Modelling niche and neutral dynamics: on the ecological interpretation of variation partitioning results. Ecography 35:961–971

    Article  Google Scholar 

  35. Hu Y-H, Lan G-Y, Sha L-Q et al (2012) Strong neutral spatial effects shape tree species distributions across life stages at multiple scales. PLoS One 7:e38247

    Article  Google Scholar 

  36. Chang L-W, Zelený D, Li C-F et al (2013) Better environmental data may reverse conclusions about niche- and dispersal-based processes in community assembly. Ecology 94:2145–2151

    Article  Google Scholar 

  37. Shipley B, Paine CET, Baraloto C (2011) Quantifying the importance of local niche-based and stochastic processes to tropical tree community assembly. Ecology 93:760–769

    Article  Google Scholar 

  38. Jones M, Tuomisto H, Olivas C (2008) Differences in the degree of environmental control on large and small tropical plants: just a sampling effect? J Ecol 96:367–377

    Article  Google Scholar 

  39. Baldeck CA, Harms KE, Yavitt JB et al (2013) Habitat filtering across tree life stages in tropical forest communities. Proc R Soc B Biol Sci 280:1766

    Article  Google Scholar 

  40. Norden N, Chave J, Belbenoit P et al (2009) Interspecific variation in seedling responses to seed limitation and habitat conditions for 14 neotropical woody species. J Ecol 97:186–197

    Article  Google Scholar 

  41. Hu Y-H, Sha L-Q, Blanchet FG et al (2012) Dominant species and dispersal limitation regulate tree species distributions in a 20-ha plot in Xishuangbanna, Southwest China. Oikos 121:952–960

    Article  Google Scholar 

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Acknowledgements

The authors gratefully acknowledge support from the Administration Bureau of the Badagongshan National Nature Reserve and many field workers for their contributions to the establishment of 25-hm2 BDGS Forest Dynamic Plot. We thank Dr. Liu Feng, Scott Franklin and Wang Jun who provided helpful suggestions on this manuscript. We would also thank Dr. Akira Itoh from Osaka City University and Dr. Yiching Lin from DungHai University providing the R codes for torus-translation test based on continuous habitat variables. We are grateful for two anonymous referees’ constructive criticism and suggestion of the manuscript. We also thank Christine Verhille at the University of British Columbia for her assistance with English language and grammatical editing of the manuscript. This work was supported by the National Natural Science Foundation of China (31270562 and 31200329) and the Chinese Forest Biodiversity Monitoring Network (29200931131101919).

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Correspondence to Mingxi Jiang.

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Wang, Q., Xu, Y., Lu, Z. et al. Disentangling the effects of topography and space on the distributions of dominant species in a subtropical forest. Chin. Sci. Bull. 59, 5113–5122 (2014). https://doi.org/10.1007/s11434-014-0453-9

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  • DOI: https://doi.org/10.1007/s11434-014-0453-9

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