Evidence map›Paper›PMID 41189541›Full record

ArticleGlobal change biology2025

Long-Term and Regional-Scale Data Reveal Divergent Trends of Different Climate Variables on Fish Body Size Over 75 Years.

Peter J Flood, Kaitlin E Schiller, Katelyn B S King, Andrew D Runyon, Kevin E Wehrly, Karen M Alofs

Abstract read
In one paragraph

Article in Global change biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

6 authors.

Peter J FloodSchool for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-0772-4920
Kaitlin E SchillerSchool for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA.
Katelyn B S KingMichigan Department of Natural Resources, Institute for Fisheries Research, Ann Arbor, Michigan, USA.
Andrew D RunyonSchool for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA.
Kevin E WehrlyMichigan Department of Natural Resources, Institute for Fisheries Research, Ann Arbor, Michigan, USA.
Karen M AlofsSchool for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-4161-3554

Funding

Directorate for Biological Sciences 2228256
6 · The paper itself

Abstract

Across many ecto- and endothermic organisms, climate change has induced a general shift towards smaller body sizes. Several existing hypotheses (e.g., Temperature Size Rule-TSR, metabolic theory) contribute to our understanding of climate-driven changes in body size. However, empirical support for climate-induced reductions in body size is mixed with some species growing larger under warmer temperatures, and underlying mechanisms are under debate. To address these inconsistencies, we used Bayesian hierarchical modeling to determine if mean length-at-age (proxy for growth) changed from 1945 to 2020 for age classes of 13 freshwater fish species. Then, we used boosted regression trees (BRTs) to disentangle the impacts of climate change on growth from other environmental factors. Hierarchical modeling revealed that 37% of age classes were decreasing in mean length through time (69% were qualitatively decreasing). BRTs demonstrated that growing degree days and mean annual surface water temperature had varying effects on growth. For cold-and cool-water adapted fishes, length-at-age usually increased as a function of degree days but decreased as a function of surface temperature. Warm-water adapted fishes, however, typically decreased in response to both degree days and surface temperature. The direction of change in length-at-age as a function of surface temperature corresponded to the direction of change over time for 62% (8/13) of species. Overall, we found widespread decreases in length, including age classes from all thermal guilds and juveniles (contrary to TSR assumptions). Mixed results in prior literature may result from choosing different variables to represent climate warming and/or not considering age-specific length responses. When specific climate variables and age are considered, climate change effects on body size may be more predictable at large temporal and spatial scales than previously thought. Continued decreases in length for the youngest and oldest fishes could lead to biodiversity loss and diminished ecosystem functions and services.

Indexed as

Body SizeClimate ChangeFishesAnimalsBayes TheoremTemperaturebody sizeclimate changegrowthlong‐term datamachine learningtemperature size rule

Identifiers

PMID41189541
PMCPMC12587105

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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.