Abstract
Context
Metacommunity theory predicts that diversity arising at larger spatial scales (spatial β-diversity) may increase ecosystem functioning if there are positive spatial selection effects whereby species dominate in mixtures at places where they are most productive in monocultures. However, beta-diversity effects on ecosystem functioning remain understudied and unquantified experimentally.
Objectives
Our experiment tests for spatial selection effects in survivorship among transplanted seedlings of the dominant species of five major habitats (grassland, oak savanna, deciduous forest, coniferous forest, bog) at Cedar Creek Ecosystem Science Reserve.
Methods
We established monocultures and mixtures of dominant species in five habitats and estimated survivorship at the end of the first growing season of the experiment, partitioning net biodiversity effects into its components of complementarity effects and selection effects, which include spatial selection effects. Results: At this early experimental stage, we found positive selection effects, due mostly to average selection effects across all habitats. We also found a significantly positive spatial selection effect, indicating that the habitats where species tended to be more abundant in mixtures were also those where they tended to survive more in monocultures.
Results
At this early experimental stage, we found positive selection effects, due mostly to average selection effects across all habitats. We also found a significantly positive spatial selection effect, indicating that the habitats where species tended to be more abundant in mixtures were also those where they tended to survive more in monocultures.
Conclusion
Overall, our results are consistent with theoretical predictions that additional effects of plant diversity on ecosystem functioning, beyond those observed in local experiments within local habitats, may arise at landscape scales from dispersal and spatial sorting of species across a heterogeneous landscape. Further study will be needed to determine how survivorship patterns develop over time within and among habitats and how growth and reproduction contribute to plant productivity and other ecosystem functions.
Similar content being viewed by others
Data availability
Upon publication of this article, data will be made available on the Environmental Data Initiative (EDI).
References
Balvanera P, Pfisterer AB, Buchmann N et al (2006) Quantifying the evidence for biodiversity effects on ecosystem functioning and services: biodiversity and ecosystem functioning/services. Ecol Lett 9:1146–1156
Balvanera P, Siddique I, Dee L et al (2014) Linking biodiversity and ecosystem services: current uncertainties and the necessary next steps. Bioscience 64:49–57
Barnes BV, Wagner WHJr, (1981) Michigan trees. A guide to the trees of Michigan and the Great Lakes Region. University of Michigan Press, Ann Arbor
Bastias CC, Carvalho B, Matesanz S et al (2021) Early positive biodiversity effects on total biomass in experimental tree seedling assemblages with and without water limitation. J Veg Sci. https://doi.org/10.1111/jvs.13096
Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Soft. https://doi.org/10.18637/jss.v067.i01
Beckage B, Clark JS (2003) Seedling survival and growth of three forest tree species: the role of spatial heterogeneity. Ecology 84:1849–1861
Bond EM, Chase JM (2002) Biodiversity and ecosystem functioning at local and regional spatial scales. Ecol Lett 5:467–470
Chesson P (1991) A Need for Niche? Trends Ecol Evol 6:26–28
Connell JH, Slatyer RO (1977) Mechanisms of succession in natural communities and their role in community stability and organization. Am Nat 111:1119–1144
Fagundes M, Weisser W, Ganade G (2018) The role of nurse successional stages on species-specific facilitation in drylands: nurse traits and facilitation skills. Ecol Evol 8:5173–5184
Fargione J, Tilman D, Dybzinski R et al (2007) From selection to complementarity: shifts in the causes of biodiversity–productivity relationships in a long-term biodiversity experiment. Proc R Soc B 274:871–876
Gonzalez A, Germain RM, Srivastava DS et al (2020) Scaling-up biodiversity-ecosystem functioning research. Ecol Lett 23:757–776
Griffin JN, Jenkins SR, Gamfeldt L et al (2009) Spatial heterogeneity increases the importance of species richness for an ecosystem process. Oikos 118:1335–1342
Grman E (2013) Seedling light limitation does not increase across a natural productivity gradient. J Plant Ecol 6:193–200
Grossman JJ, Cavender-Bares J, Hobbie SE et al (2017) Species richness and traits predict overyielding in stem growth in an early-successional tree diversity experiment. Ecology 98:2601–2614
Guerrero-Ramírez NR, Craven D, Reich PB et al (2017) Diversity-dependent temporal divergence of ecosystem functioning in experimental ecosystems. Nat Ecol Evol 1:1639–1642
Harper JL (1977) Population biology of plants. Academic Press, London
Holyoak M, Caspi T, Redosh LW (2020) Integrating disturbance, seasonality, multi-year temporal dynamics, and dormancy into the dynamics and conservation of metacommunities. Front Ecol Evol 8:571130
Hooper DU, Chapin FS, Ewel JJ et al (2005) Effects of biodiversity on ecosystem functioning: a consensus of current knowledge. Ecol Monogr 75:3–35
Isbell FI, Polley HW, Wilsey BJ (2009) Biodiversity, productivity and the temporal stability of productivity: patterns and processes. Ecol Lett 12:443–451
Isbell F, Gonzalez A, Loreau M et al (2017) Linking the influence and dependence of people on biodiversity across scales. Nature 546:65–72
Isbell F, Cowles J, Dee LE et al (2018) Quantifying effects of biodiversity on ecosystem functioning across times and places. Ecol Lett 21:763–778
Isbell F, Tilman D, Reich PB, Clark AT (2019) Deficits of biodiversity and productivity linger a century after agricultural abandonment. Nat Ecol Evol 3:1533–1538
Leibold MA (1995) The niche concept revisited: mechanistic models and community context. Ecology 76:1371–1382
Leibold MA, Holyoak M, Mouquet N et al (2004) The metacommunity concept: framework for multi-scale community ecology. Ecol Lett 7:601–613
Leibold MA, Chase JM, Ernest SKM (2017) Community assembly and the functioning of ecosystems: how metacommunity processes alter ecosystems attributes. Ecology 98:909–919
Loreau M (1998) Biodiversity and ecosystem functioning: a mechanistic model. Proc Natl Acad Sci USA 95:5632–5636
Loreau M, Hector A (2001) Partitioning selection and complementarity in biodiversity experiments. Nature 412:72–76
Loreau M, Naeem S, Inchausti P et al (2001) Ecology: biodiversity and ecosystem functioning: current knowledge and future challenges. Science 294:804–808
Loreau M, Mouquet N, Gonzalez A (2003) Biodiversity as spatial insurance in heterogeneous landscapes. Proc Natl Acad Sci USA 100:12765–12770
Loreau M, Barbier M, Filotas E et al (2021) Biodiversity as insurance: from concept to measurement and application. Biol Rev 96:2333–2354
Mori AS, Isbell F, Seidl R (2018) β-diversity, community assembly, and ecosystem functioning. Trends Ecol Evol 33:549–564
Mouquet N, Loreau M (2003) Community patterns in source-sink metacommunities. Am Nat 162:544–557
Nash J, Laushman R, Schadt C (2020) Ectomycorrhizal fungal diversity interacts with soil nutrients to predict plant growth despite weak plant-soil feedbacks. Plant Soil 453:445–458
Nowack G, Abrams MD, Lorimer CG (1990) Composition, structure, and historical development of Northern Red Oak stands along an Edaphic Gradient in North-Central Wisconsin. For Sci 36:276–292
O’Connor MI, Gonzalez A, Byrnes JEK et al (2017) A general biodiversity-function relationship is mediated by trophic level. Oikos 126:18–31
Plas F, Allan E, Fischer M et al (2019) Towards the development of general rules describing landscape heterogeneity–multifunctionality relationships. J Appl Ecol 56:168–179
Polley HW, Yang C, Wilsey BJ, Fay PA (2020) Temporal stability of grassland metacommunities is regulated more by community functional traits than species diversity. Ecosphere. https://doi.org/10.1002/ecs2.3178
R Development Core Team (2016) R: a language for statistical computing. R Foundation for Statistical Computing, Vienna
Raynal DJ, Roman JR, Eichenlaub WM (1982) Response of tree seedlings to acid precipitation. Effect of substrate acidity on seed germination. Environ Exp Bot 22:377–383
Reich PB, Knops J, Tilman D et al (2001) Plant diversity enhances ecosystem responses to elevated CO2 and nitrogen deposition. Nature 410:809–810
Reich PB, Tilman D, Isbell F et al (2012) Impacts of biodiversity loss escalate through time as redundancy fades. Science 336:589–592
Seiwa K (2007) Trade-offs between seedling growth and survival in deciduous broadleaved trees in a temperate forest. Ann Bot 99:537–544
Sievert C (2020) Interactive web-based data visualization with R, plotly, and shiny, 1st edn. Chapman and Hall/CRC, Boca Raton
Signell SA, Abrams MD, Hovis JC, Henry SW (2005) Impact of multiple fires on stand structure and tree regeneration in central Appalachian oak forests. For Ecol Manage 218:146–158
Thompson PL, Kéfi S, Zelnik YR, et al Scaling up biodiversity-ecosystem functioning relationships: the role of environmental heterogeneity in space and time Proceedings of the Royal Society B 288:1–9
Thompson PL, Gonzalez A (2016) Ecosystem multifunctionality in metacommunities. Ecology 97:2867–2879
Tilman D (1993) Species richness of experimental productivity gradients: how important is colonization limitation? Ecology 74:2179–2191
Tilman D, Lehman CL, Thomson KT (1997) Plant diversity and ecosystem productivity: theoretical considerations. Proc Natl Acad Sci USA 94:1857–1861
Tilman D, Isbell F, Cowles JM (2014) Biodiversity and ecosystem functioning. Annu Rev Ecol Evol Syst 45:471–493
Torbert JL, Tuladhar AR, Bell JC (1988) Minesoil property effects on the height of ten-year-old white pine. J Environ Qual 17:189–192
Uchytil RJ (1991) Larix laricina. In: Fire Effects Information System, (Online). In: U. S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, Fire Sciences Laboratory. https://www.fs.usda.gov/database/feis/plants/tree/larlar/all.html. Accessed 3 May 2023
van der Plas F (2019) Biodiversity and ecosystem functioning in naturally assembled communities. Biol Rev. https://doi.org/10.1111/brv.12499
van der Plas F, Hennecke J, Chase JM et al (2023) Universal beta-diversity–functioning relationships are neither observed nor expected. Trends Ecol Evol. https://doi.org/10.1016/j.tree.2023.01.008
Venables WN, Ripley BD (2002) Modern applied statistics with S, Fourth. Springer, New York
Yachi S, Loreau M (1999) Biodiversity and ecosystem productivity in a fluctuating environment: the insurance hypothesis. Proc Natl Acad Sci USA 96:1463–1468
Acknowledgements
We acknowledge funding support from the US National Science Foundation’s CAREER (Award # 1845334) to Forest Isbell. We are grateful for all the help in the field and lab from: Sydney Hedberg, Amber Churchill, Troy Mielke, Caitlin Potter and Kally Worm, Neha Mohan Babu, Miao He, Maggie Anderson, and all Isbell Biodiversity Lab interns 2022 involved in this experiment. We also thank the guest editors of this special issue for the invitation.
Funding
This study was supported by US National Science Foundation’s CAREER, 1845334, 1845334.
Author information
Authors and Affiliations
Contributions
FI conceived the study. KC and FI established the experiment. KC collected the data; KC and FI analyzed and interpreted the data and wrote the manuscript. All authors made edits and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Castillioni, K., Isbell, F. Early positive spatial selection effects of beta-diversity on ecosystem functioning. Landsc Ecol 38, 4483–4497 (2023). https://doi.org/10.1007/s10980-023-01786-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10980-023-01786-9