Skip to content
DraconiticResearch
Search Sources API
203,203 studies31 sourcesUpdated 41 min ago
Peer-reviewedCC BYNature Communications

The dimensionality of plant–plant competition

10 affiliations
  1. 1Department of Evolutionary and Integrative Ecology, Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Berlin, Germany. [email protected]
  2. 2School of Biological Sciences, University of Canterbury, Christchurch, New Zealand. [email protected]
  3. 3Centre for Integrative Ecology, School of Biological Sciences, University of Canterbury, Christchurch 840, New Zealand
  4. 4Estación Biológica de Doñana (EBD-CSIC), Sevilla, Spain
  5. 5Departamento de Biología, Instituto Universitario de Investigación Marina (INMAR), Universidad de Cádiz, Puerto Real, 11510, Spain
  6. 6Department of Mathematics & Statistics, University of Canterbury, Christchurch, New Zealand
  7. 7Department of Mathematics & Statistics, University of Canterbury, Christchurch 8140, New Zealand
  8. 8School of BioSciences, The University of Melbourne, Parkville, VIC, Australia
  9. 9School of Biological Sciences, University of Queensland, Brisbane, QLD, Australia
  10. 10School of Biological Sciences, University of Queensland, Brisbane, QLD 072, Australia

Abstract

To avoid extinction, every species must be able to exploit available resources at least as well as all other species in its community. Theory predicts that, the more distinct the niches of competing species, the more species that can coexist together. However, both theoretical and experimental studies define a priori the nature and number of resources over which species presumably compete. It therefore remains unclear whether species in empirically realistic contexts actually fill all of the niches available to them. Here, we show how the interactions between co-occurring species can be used to quantify their implied "niche dimensionality": the effective number of axes over which those species show niche differentiation. We then apply this approach to data from 12 plant assemblages distributed across the globe. Contrary to expectation, we find that their niche dimensionality was much lower than the number of species. However, data from two high-resolution experiments show that changes to the local environment reshuffle plants' competitive roles and hence act to increase the assemblages' emergent niche dimensionality. Our results therefore reinforce the notion that homogeneous environments are less capable of maintaining high diversity while also highlighting how environmental variation shapes species' niches and hence moderates their long-term survival.

Related

  1. Linking plant-soil feedback with resource competition to understand plant coexistence
    S. Lyu, X. Liu, J. M. Alexander
    bioRxivPreprintCC BY-NCFull textEcologybioRxiv
  2. Intrinsic dimensionality of deep learning representations reveals cell death-associated heterogeneity in Parkinsons disease iPSC-derived neurons
    M. L. Choi, S. Kang, J. Park
    bioRxivPreprintAll rights reservedFull textCell biologybioRxiv
  3. High-dimensionality approaches to the understanding and therapeutic manipulation of autoimmunity
    Vasuki-Ranjani Chellamuthu, Yunqian Zhao, Salvatore Albani
    Npj AutoimmunityPeer-reviewedCC BY-NC-ND 4.0Full textImmunologyPMCEurope PMC
  4. Dimensionality-induced critical phase transition in stochastic Lotka-Volterra equation: From statistical averaging to systemic tipping point
    Xiu-deng Zheng, Cong Li, Hui Zhang +3
    arXivPreprintarXiv licenceFull textEvolutionary biologyMathematical physicsarXiv
  5. Strong and localized recurrence controls the dimensionality of neural activity across brain areas
    David Dahmen, Stefano Recanatesi, Xiaoxuan Jia +8
    Nature NeurosciencePeer-reviewedCC BY43 citedNeuroscienceOpenAlex
BibTeX
@article{stouffer2026dimensionality,
  title = {{The dimensionality of plant–plant competition}},
  author = {Daniel B. Stouffer and Óscar Godoy and Giulio Valentino Dalla Riva and Margaret M. Mayfield},
  journal = {Nature Communications},
  year = {2026},
  month = aug,
  doi = {10.1038/s41467-026-76980-9},
  url = {https://doi.org/10.1038/s41467-026-76980-9},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - The dimensionality of plant–plant competition
AU  - Daniel B. Stouffer
AU  - Óscar Godoy
AU  - Giulio Valentino Dalla Riva
AU  - Margaret M. Mayfield
PY  - 2026
DA  - 2026/08/26
JO  - Nature Communications
DO  - 10.1038/s41467-026-76980-9
UR  - https://doi.org/10.1038/s41467-026-76980-9
AB  - To avoid extinction, every species must be able to exploit available resources at least as well as all other species in its community. Theory predicts that, the more distinct the niches of competing species, the more species that can coexist together. However, both theoretical and experimental studies define a priori the nature and number of resources over which species presumably compete. It therefore remains unclear whether species in empirically realistic contexts actually fill all of the niches available to them. Here, we show how the interactions between co-occurring species can be used to quantify their implied "niche dimensionality": the effective number of axes over which those species show niche differentiation. We then apply this approach to data from 12 plant assemblages distributed across the globe. Contrary to expectation, we find that their niche dimensionality was much lower than the number of species. However, data from two high-resolution experiments show that changes to the local environment reshuffle plants' competitive roles and hence act to increase the assemblages' emergent niche dimensionality. Our results therefore reinforce the notion that homogeneous environments are less capable of maintaining high diversity while also highlighting how environmental variation shapes species' niches and hence moderates their long-term survival.
SN  - 2041-1723
ER  -