Evidence map›Paper›PMID 40108933›Full record

ArticleThe Journal of animal ecology2026

Abiotic variables drive different aspects of fish community trait variation and species richness across the continental United States.

Alicia McGrew, Crysta Gantz, Brigid Wills, Benjamin Baiser, Sydne Record, Phoebe L Zarnetske, Angela L Strecker

Abstract read
In one paragraph

Article in The Journal of animal ecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Alicia McGrewInstitute for Watershed Studies, Western Washington University, Bellingham, Washington, USA.ORCID https://orcid.org/0000-0002-7642-3806
Crysta GantzInstitute for Watershed Studies, Western Washington University, Bellingham, Washington, USA.ORCID https://orcid.org/0000-0002-9315-2163
Brigid WillsInstitute for Watershed Studies, Western Washington University, Bellingham, Washington, USA.ORCID https://orcid.org/0009-0008-9996-4120
Benjamin BaiserDepartment of Wildlife Ecology and Conservation, University of Florida, Gainesville, Florida, USA.ORCID https://orcid.org/0000-0002-3573-1183
Sydne RecordDepartment of Wildlife, Fisheries, and Conservation Biology and Maine Agricultural and Forest Experiment Station, University of Maine, Orono, Maine, USA.ORCID https://orcid.org/0000-0001-7293-2155
Phoebe L ZarnetskeDepartment of Integrative Biology, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-6257-6951
Angela L StreckerInstitute for Watershed Studies, Western Washington University, Bellingham, Washington, USA.ORCID https://orcid.org/0000-0001-9387-1654

Funding

National Science Foundation NSF MSB-NES #1926567National Science Foundation NSF MSB-NES #1926569National Science Foundation NSF MSB-NES #1926610National Science Foundation NSF MSB-NES #2242804United States Department of Agriculture USDANIFA #MEO-022425
6 · The paper itself

Abstract

Intraspecific trait variation (ITV) is an increasingly important aspect of biodiversity and can provide a more complete perspective on how abiotic and biotic processes affect individuals, species' niches and ultimately community-level structure than traditional uses of trait means. Body size serves as a proxy for a suite of traits that govern species' niches. Distributions of co-occurring species body sizes can inform niche overlap, relate to species richness and uncover mechanistic drivers of diversity. We leveraged individual-level body size (length) in freshwater fishes and environmental data from the National Ecological Observatory Network (NEON) for 17 lakes and streams in the contiguous United States to explore how abiotic and biotic factors influence fish species richness and trait distributions of body size. We calculated key abiotic (climate, productivity, land use) and biotic (phylogenetic diversity, trait diversity, community-level overlap of trait probability densities) variables for each site to test hypotheses about drivers of ITV in body size and fish diversity. Abiotic variables were consistently important in explaining variation in fish body size and species richness across sites. In particular, productivity (as chlorophyll) was a key variable in explaining variation in body size trait richness, evenness and divergence, as well as species richness. This study yields new insights into continental-scale patterns of freshwater fishes, possible only by leveraging the paired high frequency, in situ abiotic data and individual-level traits collected by NEON.

Indexed as

BiodiversityFishesAnimalsBody SizeLakesRiversUnited Statesbioticbody sizeclimateland useNational Ecological Observatory Networkproductivityspecies richnesstrait probability distributions

Identifiers

PMID40108933
PMCPMC13536247

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.