Evidence map›Paper›PMID 34795054›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Emergent dual scaling of riverine biodiversity.

Akira Terui, Seoghyun Kim, Christine L Dolph, Taku Kadoya, Yusuke Miyazaki

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Potential for synergistic conservation through area-based strategies.Conservation biology : the journal of the Society for Conservation Biology · 2025
    Article
  4. Article
  5. Linking energetic instability to compositional changes in biological communities.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Intentional release of native species undermines ecological stability.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  10. Article
  11. Article
  12. Emergent dual scaling of riverine biodiversity.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Akira TeruiDepartment of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412; hanabi0111@gmail.com.ORCID 0000-0003-3774-2844
Seoghyun KimDepartment of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412.ORCID 0000-0003-3273-0596
Christine L DolphDepartment of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, MN 55108.ORCID 0000-0003-3667-7809
Taku KadoyaBiodiversity Division, National Institute for Environmental Studies, Tsukuba 305-8506, Japan.
Yusuke MiyazakiDepartment of Child Education and Welfare, Shiraume Gakuen College, Tokyo 187-8570, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A prevailing paradigm suggests that species richness increases with area in a decelerating way. This ubiquitous power law scaling, the species-area relationship, has formed the foundation of many conservation strategies. In spatially complex ecosystems, however, the area may not be the sole dimension to scale biodiversity patterns because the scale-invariant complexity of fractal ecosystem structure may drive ecological dynamics in space. Here, we use theory and analysis of extensive fish community data from two distinct geographic regions to show that riverine biodiversity follows a robust scaling law along the two orthogonal dimensions of ecosystem size and complexity (i.e., the dual scaling law). In river networks, the recurrent merging of various tributaries forms fractal branching systems, where the prevalence of branching (ecosystem complexity) represents a macroscale control of the ecosystem's habitat heterogeneity. In the meantime, ecosystem size dictates metacommunity size and total habitat diversity, two factors regulating biodiversity in nature. Our theory predicted that, regardless of simulated species' traits, larger and more branched "complex" networks support greater species richness due to increased space and environmental heterogeneity. The relationships were linear on logarithmic axes, indicating power law scaling by ecosystem size and complexity. In support of this theoretical prediction, the power laws have consistently emerged in riverine fish communities across the study regions (Hokkaido Island in Japan and the midwestern United States) despite hosting different fauna with distinct evolutionary histories. The emergence of dual scaling law may be a pervasive property of branching networks with important implications for biodiversity conservation.

Indexed as

BiodiversityEcosystemRiversAnimalsFishesFractalsGeographic MappingJapanMidwestern United StatesModels, BiologicalSpecies Specificityfreshwatermetacommunitynetwork theoryscaling lawspecies diversity

Identifiers

PMID34795054
PMCPMC8617499

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.