Skip to main content
Log in

Spatial autocorrelation and dispersal limitation in freshwater organisms

  • Community Ecology - Original Paper
  • Published:
Oecologia Aims and scope Submit manuscript

Abstract

Dispersal can limit the ranges of species and the diversity of communities. Despite its importance, little is known about its role in freshwater habitats and its relation to habitat type (lentic vs. lotic), especially for organisms with cryptic dispersal methods such as plankton. Poor dispersers are expected to show more clumped distributions or greater spatial autocorrelation (SA) in community composition than good dispersers. We examined patterns of SA across freshwater taxa with different dispersal modes (active vs. passive) and their association with habitat type (lake vs. stream) using 18 spatially explicit community composition data sets. We found significant relationships between SA and body size among taxa in lake habitats, but not in streams. However, the increase in SA with body size in lakes was driven entirely by fishes—organisms ranging in size from diatoms to macro-invertebrates showed equivalent levels of SA. These results support the idea that large organisms are less effective dispersers in aquatic environments, resulting in greater SA in community structure over broad scales. Streams may be effectively more connected than lakes as patterns of SA and body size were weaker in lotic habitats. Our data suggest that the critical threshold where greater body size increases dispersal limitation seems to come at the juncture between invertebrates and vertebrates rather than that between unicellular and multicellular organisms as has been previously suggested.

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

Similar content being viewed by others

References

  • Allen MR (2007) Measuring and modeling dispersal of adult zooplankton. Oecologia 153:135–143

    Article  PubMed  Google Scholar 

  • Amarasekare P (1998) Allee effects in metapopulation dynamics. Am Nat 152:298–302

    Article  PubMed  CAS  Google Scholar 

  • Bilton DT, Freeland JR, Okamura B (2001) Dispersal in freshwater invertebrates. Annu Rev Ecol Syst 32:159–181

    Article  Google Scholar 

  • Bohonak AJ, Jenkins DG (2003) Ecological and evolutionary significance of dispersal by freshwater invertebrates. Ecol Lett 6:783–796

    Article  Google Scholar 

  • Bolker BM, Pacala SW (1999) Spatial moment equations for plant competition: understanding spatial strategies and the advantages of short dispersal. Am Nat 153:575–602

    Article  Google Scholar 

  • Cáceres CE, Soluk DA (2002) Blowing in the wind: a field test of overland dispersal and colonization by aquatic invertebrates. Oecologia 131:402–408

    Article  Google Scholar 

  • Cohen GM, Shurin JB (2003) Scale-dependence and mechanisms of dispersal in freshwater zooplankton. Oikos 103:603–617

    Article  Google Scholar 

  • Cohen JE, Jonsson T, Carpenter SR (2003) Ecological community description using the food web, species abundance, and body size. Proc Natl Acad Sci USA 100:1781–1786

    Article  PubMed  CAS  Google Scholar 

  • Condit R et al (2002) Beta diversity in tropical forest trees. Science 295:666–669

    Article  PubMed  CAS  Google Scholar 

  • Cottenie K (2005) Integrating environmental and spatial processes in ecological community dynamics. Ecol Lett 8:1175–1182

    Article  Google Scholar 

  • Cottenie K, De Meester L (2004) Metacommunity structure: synergy of biotic interactions as selective agents and dispersal as fuel. Ecology 85:114–119

    Article  Google Scholar 

  • Cottenie K, Michels E, Nuytten N, De Meester L (2003) Zooplankton metacommunity structure: regional versus local processes in highly interconnected ponds. Ecology 84:991–1000

    Article  Google Scholar 

  • De Meester L, Gomez A, Okamura B, Schwenk K (2002) The monopolization hypothesis and the dispersal-gene flow paradox in aquatic organisms. Int J Ecol 23:121–135

    Google Scholar 

  • Debinski DM, Holt RD (2000) A survey and overview of habitat fragmentation experiments. Conserv Biol 14:342–355

    Article  Google Scholar 

  • Fenchel T, Finlay BJ (2004) The ubiquity of small species: patterns of local and global diversity. Bioscience 54:777–784

    Article  Google Scholar 

  • Finlay BJ (2002) Global dispersal of free-living microbial eukaryote species. Science 296:1061–1063

    Article  PubMed  CAS  Google Scholar 

  • Finlay BJ, Clarke KJ (1999) Ubiquitous dispersal of microbial species. Nature 400:828

    Article  CAS  Google Scholar 

  • Finlay BJ, Monaghan EB, Maberly SC (2002) Hypothesis: The rate and scale of dispersal of freshwater diatom species is a function of their global abundance. Protist 153:261–273

    Article  PubMed  Google Scholar 

  • Forbes AE, Chase JN (2002) The role of habitat connectivity and landscape geometry in experimental zooplankton metacommunities. Oikos 96:433–440

    Article  Google Scholar 

  • Gilbert B, Lechowicz MJ (2004) Neutrality, niches, and dispersal in a temperate forest understory. Proc Natl Acad Sci USA 101:7651–7656

    Article  PubMed  CAS  Google Scholar 

  • Green JL et al (2004) Spatial scaling of microbial eukaryote diversity. Nature 432:747–750

    Article  PubMed  CAS  Google Scholar 

  • Grosberg RK, Cunningham CW (2001) Genetic structure in the sea: from populations to communities. In: Bertness MD, Hay ME, Gaines SD (eds) Marine community ecology. Sinauer, Sunderland

    Google Scholar 

  • Hanski I, Gilpin ME (1997) Metapopulation biology: ecology, genetics, and evolution. Academic Press, San Diego

    Google Scholar 

  • Havel JE, Shurin JB (2004) Mechanisms, effects and scales of dispersal in freshwater zooplankton. Limnol Oceanogr 49:1229–1238

    Google Scholar 

  • Havel JE, Shurin JB, Jones JR (2002) Estimating dispersal from patterns of spread: spatial and local control of lake invasions. Ecology 83:3306–3318

    Google Scholar 

  • Hillebrand H (2004) On the generality of the latitudinal diversity gradient. Am Nat 163:192–211

    Article  PubMed  Google Scholar 

  • Hillebrand H, Blenckner T (2002) Regional and local impact on species diversity—from pattern to processes. Oecologia 132:479–491

    Article  Google Scholar 

  • Hillebrand H, Watermann F, Karez R, Berninger UG (2001) Differences in species richness patterns between unicellular and multicellular organisms. Oecologia 126:114–124

    Article  Google Scholar 

  • Horner-Devine MC, Lage M, Hughes JB, Bohannan BJM (2004) A taxa-area relationship for bacteria. Nature 432:750–753

    Article  PubMed  CAS  Google Scholar 

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

    Google Scholar 

  • Jackson DA, Peres-Neto PR, Olden JD (2001) What controls who is where in freshwater fish communities—the roles of biotic, abiotic, and spatial factors. Can J Fish Aquat Sci 58:157–170

    Article  Google Scholar 

  • Jenkins DG, Buikema ALJ (1998) Do similar communities develop in similar sites? A test with zooplankton structure and function. Ecol Monogr 68:421–443

    Google Scholar 

  • Knapp RA, Matthews KR, Sarnelle O (2001) Resistance and resilience of alpine lake fauna to fish introductions. Ecol Monogr 71:401–421

    Google Scholar 

  • Legendre P (1993) Spatial autocorrelation—trouble or new paradigm. Ecology 74:1659–1673

    Article  Google Scholar 

  • Legendre P, Legendre L (1998) Numerical ecology, 2nd edn. Elsevier, Amsterdam

    Google Scholar 

  • Leibold MA (1999) Biodiversity and nutrient enrichment in pond plankton communities. Evol Ecol Res 1:73–95

    Google Scholar 

  • Leibold MA et al (2004) The metacommunity concept: a framework for multi-scale community ecology. Ecol Lett 7:601–613

    Article  Google Scholar 

  • MacArthur RH, Wilson EO (1967) The theory of island biogeography. Princeton University Press, Princeton

    Google Scholar 

  • Magnuson JJ, Tonn WM, Banerjee A, Toivonen J, Sanchez O, Rask M (1998) Isolation versus extinction in the assembly of fishes in small northern lakes. Ecology 79:2941–2956

    Google Scholar 

  • Michels E, Cottenie K, Neys L, De Gelas K, Coppin P, De Meester L (2001) Geographical and genetic distances among zooplankton populations in a set of interconnected ponds: a plea for using GIS modelling of the effective geographical distance. Mol Ecol 10:1929–1938

    Article  PubMed  CAS  Google Scholar 

  • Mouquet N, Loreau M (2002) Coexistence in metacommunities: the regional similarity hypothesis. Am Nat 159:420–426

    Article  PubMed  Google Scholar 

  • Nekola JC, White PS (1999) The distance decay of similarity in biogeography and ecology. J Biogeogr 26:867–878

    Article  Google Scholar 

  • Olden JD, Jackson DA, Peres-Neto PR (2001) Spatial isolation and fish communities in drainage lakes. Oecologia 127:572–585

    Article  Google Scholar 

  • Palmer MA, Allan JD, Butman CA (1996) Dispersal as a regional process affecting the local dynamics of marine and stream benthic invertebrates. Trends Ecol Evol 11:322–326

    Article  Google Scholar 

  • Palumbi SR (1994) Genetic-divergence, reproductive isolation, and marine speciation. Annu Rev Ecol Syst 25:547–572

    Article  Google Scholar 

  • Pinel-Alloul B, Niyonsenga T, Legendre P (1995) Spatial and environmental components of freshwater zooplankton structure. Ecoscience 2:1–19

    Google Scholar 

  • Ricklefs RE (2004) A comprehensive framework for global patterns in biodiversity. Ecol Lett 7:1–15

    Article  Google Scholar 

  • Sarnelle O, Knapp RA (2004) Zooplankton recovery after fish removal: Limitations of the egg bank. Limnol Oceanogr 49:1382–1392

    Google Scholar 

  • Shurin JB (2000) Dispersal limitation, invasion resistance, and the structure of pond zooplankton communities. Ecology 81:3074–3086

    Google Scholar 

  • Shurin JB et al (2007) Diversity–stability relationship varies with latitude in zooplankton. Ecol Lett 10:127–134

    Article  PubMed  Google Scholar 

  • Slatkin M (1993) Isolation by distance in equilibrium and non-equilibrium populations. Evolution 47:264–279

    Article  Google Scholar 

  • Soininen J, Lennon JJ, Hillebrand H (2007a) A multivariate analysis of beta diversity across organisms and environments. Ecology 88:2830–2838

    Article  PubMed  Google Scholar 

  • Soininen J, McDonald R, Hillebrand H (2007b) The distance decay of similarity in ecological communities. Ecography 30:3–12

    Google Scholar 

  • Taylor CM, Warren ML (2001) Dynamics in species composition of stream fish assemblages: Environmental variability and nested subsets. Ecology 82:2320–2330

    Article  Google Scholar 

  • Tilman D, Lehman CL, Kareiva P (1997) Population dynamics in spatial habitats. In: Tilman D, Kareiva P (eds) Spatial ecology. Princeton University Press, Princeton

    Google Scholar 

  • Tonn WM, Magnuson JJ, Rask M, Toivonen J (1990) Intercontinental comparison of small-lake fish assemblages––the balance between local and regional processes. Am Nat 136:345–375

    Article  Google Scholar 

  • Tuomisto H, Ruokolainen K, Yli-Halla M (2003) Dispersal, environment, and floristic variation of western Amazonian forests. Science 299:241–244

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgements

Although some of the data described in this article have been funded wholly or in part by the US Environmental Protection Agency through its EMAP Surface Waters Program, they have not been subjected to Agency review, and therefore do not necessarily reflect the views of the Agency and no official endorsement of the conclusions should be inferred. Some of the data were obtained from the Swedish National Monitoring Programme funded by the Swedish Environmental Protection Agency. We also thank Peter Eklöv, Jordan Rosenfeld and Henrik Ragnarsson for providing access to their data. Jeff Nekola and an anonymous reviewer provided valuable comments. J. B. S. and K. C. were supported in part by postdoctoral fellowships from the National Center for Ecological Analysis and Synthesis, a center funded by the NSF (grant no. DEB-0072909), the University of California, and the Santa Barbara campus. J. B. S. and K. C. were supported by grants from the National Science and Engineering Research Council of Canada.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonathan B. Shurin.

Additional information

Communicated by Carla Caceres.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary tables and figures MOESM1 [INSERT CAPTION HERE] (DOC 177 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Shurin, J.B., Cottenie, K. & Hillebrand, H. Spatial autocorrelation and dispersal limitation in freshwater organisms. Oecologia 159, 151–159 (2009). https://doi.org/10.1007/s00442-008-1174-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00442-008-1174-z

Keywords

Navigation