Skip to main content
Log in

Spatial patterns of soil nutrients, plant diversity, and aboveground biomass in the Inner Mongolia grassland: before and after a biodiversity removal experiment

  • Research Article
  • Published:
Landscape Ecology Aims and scope Submit manuscript

Abstract

Context

Spatial heterogeneity is ubiquitous in ecological systems, and has important effects on biological diversity and ecological processes.

Objectives

Does spatial heterogeneity affect the relationship between biodiversity and ecosystem functioning (BEF)? To help address this question, this study investigated how the spatial patterns of key BEF variables changed before and after the biodiversity removal during a BEF experiment in China.

Methods

Our analysis was based on data from the Inner Mongolia grassland removal experiment (IMGRE) which was conducted in the Xilingol Steppe, Inner Mongolia, China. We quantified the spatial patterns of key variables of BEF, and examined the spatial relationships among these variables, using biodiversity indices and spatial statistical methods (autocorrelation and semivariance analysis).

Results

Our results show that the variables of BEF in the Inner Mongolian grassland had various spatial patterns, most of which were spatially correlated to each other. Removal treatments had significant effects on these spatial structures and correlations. These effects were diverse in terms of both their kinds and magnitudes because of different removal protocols and treatments.

Conclusions

The differences in spatial patterns of plant and soil variables and their correlations before and after the biodiversity manipulation do not necessarily imply that the results from BEF experiments like IMGRE are invalid, but they do suggest that the possible effects of spatial heterogeneity on the BEF relationship should be further scrutinized in future studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Bai Y, Han X, Wu J, Chen Z, Li L (2004) Ecosystem stability and compensatory effects in the Inner Mongolia Grassland. Nature 431:181–184

    Article  CAS  PubMed  Google Scholar 

  • Bai Y, Wu J, Clark CM, Naeem S, Pan QM, Huang JH, Zhang LX, Han XG (2010) Tradeoffs and thresholds in the effects of nitrogen addition on biodiversity and ecosystem functioning: evidence from Inner Mongolia Grasslands. Glob Change Biol 16(1):358–372

    Article  Google Scholar 

  • Burrough PA (1995) Spatial aspects of ecological data. In: Jongman RHG, ter Braak CJF, Van Tongeren OFR (eds) Data analysis in community and landscape ecology. Cambridge University Press, Cambridge, pp 213–265

    Chapter  Google Scholar 

  • Cardinale BJ, Duffy JE, Gonzalez A, Hooper DU, Perrings C, Venail P, Narwani A, Mace GM, Tilman D, Wardle DA, Kinzig AP, Daily GC, Loreau M, Grace JB, Larigauderie A, Srivastava DS, Naeem S (2012) Biodiversity loss and its impact on humanity. Nature 486(7401):59–67

  • Chapin FS, Walker B, Hobbs R (1997) Biotic control over the functioning of ecosystems. Science 277(Jul 25):500–504

    Article  CAS  Google Scholar 

  • Chapin III FS, Zavaleta ES, Eviner VT, Naylor RL, Vitousek PM, Reynolds HL, Hooper DU, Lavorel S, Sala OE, Hobbie SE, Mack MC, Diaz S (2000) Consequences of changing biodiversity. Nature 405(6783):234–242

  • Clifford P, Richardson S, Hémon D (1989) Assessing the significance of the correlation between to spatial processes. Biometrics 45:123–134

    Article  CAS  PubMed  Google Scholar 

  • Diaz S, Symstad AJ, Chapin FS III, Wardle DA, Huenneke LF (2003) Functional diversity revealed by removal experiments. Trends Ecol Evol 18:140–146

    Article  Google Scholar 

  • Fortin M-J, Dale MRT (2005) Spatial analysis: a guide for ecologists. Cambridge University Press, Cambridge

    Google Scholar 

  • Foster J, Townsend P, Mladenoff D (2013) Spatial dynamics of a gypsy moth defoliation outbreak and dependence on habitat characteristics. Landscape Ecol 28(7):1307–1320

    Article  Google Scholar 

  • Gross K, Pregitzer K, Burton AJ (1995) Spatial variation in nitrogen availability in three successional plant communities. J Ecol 83:357–367

    Article  Google Scholar 

  • Gundale MJ, Wardle DA, Nilsson M-C (2010) Vascular plant removal effects on biological N fixation vary across a boreal forest island gradient. Ecology 91(6):1704–1714

    Article  PubMed  Google Scholar 

  • Guo D, Mou PP, Jones RH, Mitchell RJ (2002) Temporal changes in spatial patterns of soil moisture following disturbance: an experimental approach. J Ecol 90:338–347

    Article  Google Scholar 

  • Jackson RB, Caldwell MM (1993a) The scale of nutrient heterogeneity around individual plants and its quantification with geostatistics. Ecology 74:612–614

    Article  Google Scholar 

  • Jackson RB, Caldwell MM (1993b) Geostatistical patterns of soil heterogeneity around individual plants. J Ecol 81:683–692

    Article  Google Scholar 

  • Keitt TH, Bjornstad ON, Dixon PM, Citron-Pousty S (2002) Accounting for spatial pattern when modeling organism–environment interactions. Ecography 25:616–625

    Article  Google Scholar 

  • Legendre P, Fortin MJ (1989) Spatial pattern and ecological analysis. Vegetatio 80:107–138

    Article  Google Scholar 

  • Levin SA (1992) The problem of pattern and scale in ecology. Ecology 73:1943–1967

    Article  Google Scholar 

  • Li H, Reynolds JF (1995) On definition and quantification of heterogeneity. Oikos 73(2):280–284

    Article  Google Scholar 

  • Li A, Wu JG, Huang JH (2012) Distinguishing between human-induced and climate-driven vegetation changes: a critical application of RESTREND in Inner Mongolia. Landscape Ecol 27(7):969–982

    Article  CAS  Google Scholar 

  • Loreau M, Naeem S, Inchausti P (eds) (2002) Biodiversity and ecosystem functioning: synthesis and perspectives. Oxford University Press, Oxford

    Google Scholar 

  • McLellan AJ, Law R, Fitter AH (1997) Response of calcareous grassland plant species to diffuse competition: results from a removal experiment. J Ecol 85(4):479–490

    Article  Google Scholar 

  • Meisel JE, Turner MG (1998) Scale detection in real and artificial landscapes using semivariance analysis. Landscape Ecol 13(6):347–362

    Article  Google Scholar 

  • Moran PAP (1948) The interpretation of statistical maps. J R Stat Soc B 10:243–251

    Google Scholar 

  • Mueller EN, Wainwright J, Parsons AJ (2008) Spatial variability of soil and nutrient characteristics of semi-arid grasslands and shrublands, Jornada Basin, New Mexico. Ecohydrology 1:3–12

    CAS  Google Scholar 

  • Naeem S, Bunker DE, Hector A, Loreau M, Perrings C (eds) (2009) Biodiversity, ecosystem functioning, and human wellbeing: an ecological and economic perspective. Oxford University Press, Oxford

    Google Scholar 

  • Naeem S, Duffy JE, Zavaleta E (2012) The functions of biological diversity in an age of extinction. Science 336:1401–1406

    Article  CAS  PubMed  Google Scholar 

  • Robertson GP, Gross KL (1994) Assessing the heterogeneity of belowground resources: quantifying pattern and scale. In: Caldwell MM, Pearcy RW (eds) Exploitation of environmental heterogeneity by plants: ecophysiological processes above- and belowground. Academic Press, San Diego, pp 237–253

    Chapter  Google Scholar 

  • Robertson GP, Huston MA, Evans FC, Tiedje JM (1988) Spatial variability in a successional plant community: patterns of nitrogen availability. Ecology 69:1517–1524

    Article  Google Scholar 

  • Robertson GP, Crum JR, Ellis BG (1993) The spatial variability of soil resources following long-term disturbance. Oecologia 96:451–456

    Article  Google Scholar 

  • Rossi RE, Mulla DJ, Journel AG, Franz EH (1992) Geostatistical tools for modeling and interpreting ecological spatial dependence. Ecol Monogr 62(2):277–314

    Article  Google Scholar 

  • Saetre P (1999) Spatial patterns of ground vegetation, soil microbial biomass and activity in a mixed spruce-birch stand. Ecography 22:183–192

    Article  Google Scholar 

  • Schlesinger WH, Raikes JA, Hartley AE, Cross AE (1996) On the spatial pattern of soil nutrients in desert ecosystems. Ecology 77(2):364–374

    Article  Google Scholar 

  • Schroeer AE, Hendrick RL, Harrington TB (1999) Root, ground cover, and litterfall dynamics within canopy gaps in a slash pine (Pinus elliottii Engelm.) dominated forest. Ecoscience 6:548–555

    Google Scholar 

  • Silver WL, Vogt KA (1993) Fine root dynamics following single and multiple disturbances in a subtropical wet forest ecosystem. J Ecol 81:729–738

    Article  Google Scholar 

  • Vasques GM, Grunwald S, Myers DB (2012) Associations between soil carbon and ecological landscape variables at escalating spatial scales in Florida, USA. Landscape Ecol 27(3):355–367

    Article  Google Scholar 

  • Wardle DA, Bonner KI, Barker GM, Yeates GW, Nicholson KS, Bardgett RD, Watson RN, Ghani A (1999) Plant removals in perennial grassland: vegetation dynamics, decomposers, soil biodiversity, and ecosystem properties. Ecol Monogr 69(4):535–568

    Article  Google Scholar 

  • Wu J (2013) Landscape sustainability science: ecosystem services and human well-being in changing landscapes. Landscape Ecol 28:999–1023

    Article  Google Scholar 

  • Wu J, Levin SA (1994) A spatial patch dynamic modeling approach to pattern and process in an annual grassland. Ecol Monogr 64(4):447–464

    Article  Google Scholar 

  • Wu J, Loucks OL (1992) Xilingole grassland. In: US National Research Council (ed) Grasslands and grassland sciences in northern China. National Academy Press, Washington, DC, pp 67–84

    Google Scholar 

  • Wu J, Loucks OL (1995) From balance-of-nature to hierarchical patch dynamics: a paradigm shift in ecology. Q Rev Biol 70:439–466

    Article  Google Scholar 

  • Wu J, Naeem S, Elser JJ, Bai Y, Huang J, Kang L, Pan Q, Wang Q, Hao S, Han X (2015) Testing biodiversity–ecosystem functioning relationship in the world’s largest grassland: overview of the IMGRE project. Landscape Ecol. doi:10.1007/s10980-015-0155-y

Download references

Acknowledgments

We thank Xiaotao Lü, Qingmin Pan, Meng Wang and Qibing Wang for their assistance with some of the data acquisition. This study was supported by Grants from National Science Foundation (DEB-0618193), National Natural Science Foundation of China (30830026), and National Basic Research Program of China (973 Program, 2007CB106801).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ang Li.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yuan, F., Wu, J., Li, A. et al. Spatial patterns of soil nutrients, plant diversity, and aboveground biomass in the Inner Mongolia grassland: before and after a biodiversity removal experiment. Landscape Ecol 30, 1737–1750 (2015). https://doi.org/10.1007/s10980-015-0154-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10980-015-0154-z

Keywords

Navigation