Evidence map›Paper›PMID 42711337›Full record

ArticleScientific data2026

Global pelagic dispersal traits datasets for early-life stages of marine fishes.

Eliot Ruiz, Marion Thémèze-Leroy, Franck Ferraton, Jacques Panfili, Jean-Dominique Durand, Michel Kulbicki, Juliette Silhol, Austin Bernard, Raphaël Thomas, Théo Morisson and 20 more

Abstract readDataset
In one paragraph

Article in Scientific data, 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

30 authors.

Eliot RuizMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France. eliotruiz3@gmail.com.
Marion Thémèze-LeroyMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Franck FerratonMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Jacques PanfiliMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Jean-Dominique DurandMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Michel KulbickiENTROPIE, IRD, University of Reunion, CNRS, IFREMER, University of New Caledonia, Noumea, New Caledonia.
Juliette SilholMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Austin BernardMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Raphaël ThomasMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Théo MorissonMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Yannis DjouldemMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Elvin BaptisteMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Pierre-Yves PascalInstitute of Systematic, Evolution and Biodiversity, National Museum of Natural History, University of the Antilles, Pointe-à-Pitre, Guadeloupe, France.
Lucie VanalderweireldtEcosystem and Landscape Evolution, Institute of Terrestrial Ecosystems, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland.
Sébastien CordonnierUMR BOREA, CNRS 7208, MNHN, UPMC, UCBN, IRD 207, University of the Antilles, Pointe-à-Pitre, Guadeloupe, France.
Amélia ChatagnonUMR BOREA, CNRS 7208, MNHN, UPMC, UCBN, IRD 207, University of the Antilles, Pointe-à-Pitre, Guadeloupe, France.
Pierre-Louis RaultUMR BOREA, CNRS 7208, MNHN, UPMC, UCBN, IRD 207, University of the Antilles, Pointe-à-Pitre, Guadeloupe, France.
Prune ChareyreMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Leila LeonMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Iris LeoneMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Ylana FouchanMARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.
Stéphanie ManelCEFE, University of Montpellier, CNRS, EPHE-PSL University, IRD, Montpellier, France.
Laureline BoulangerCEFE, University of Montpellier, CNRS, EPHE-PSL University, IRD, Montpellier, France.
Benjamin VictorOcean Science Foundation, Irvine, CA, 92604, USA.
Séverine Albouy-BoyerFreelance Marine Consulting, Wallisellen, Switzerland.
Thomas Le BerreReefscapers Marine Consulting society, Malé, Maldives.
Charlotte R DromardUMR BOREA, CNRS 7208, MNHN, UPMC, UCBN, IRD 207, University of the Antilles, Pointe-à-Pitre, Guadeloupe, France.
Loïc PellissierEcosystem and Landscape Evolution, Institute of Terrestrial Ecosystems, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland.
Camille Albouy *Ecosystem and Landscape Evolution, Institute of Terrestrial Ecosystems, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland. calbouy@ethz.ch.
Fabien Leprieur *MARBEC, Univ Montpellier, IRD, IFREMER, CNRS, Montpellier, France.

Funding

I-SITE Excellence Program of the University of Montpellier PE24PR01-RV05-ADLIFISH
6 · The paper itself

Abstract

Although larval stages ensure most connectivity between demersal fish populations, dispersal traits are increasingly less measured, despite the importance of correctly parametrizing biophysical models for spatial conservation planning. Moreover, existing data are scattered across a vast multidisciplinary literature. To address this mismatch between need and availability, we compiled data from 3,201 references into multiple datasets covering 35 key pelagic dispersal traits across fish early-life stages. We specifically compiled data on swimming speed, vertical position, and delayed settlement in demersal fishes (rafting or pelagic juveniles), as these traits exert a major yet understudied influence on dispersal scale. We systematically reported all descriptive statistics, enabling robust fitting of probability density functions to introduce particle-level variability in Lagrangian models. Overall, datasets comprise 32,988 species-level (1,709 for higher-taxon-level) records for 6,841 marine fish species worldwide, including 1,155 unpublished records (other teams), and 313 records newly collected during two fieldworks (Maldives & Guadeloupe). We also digitized 12,322 individual-level age-at-length/weight records from rearing experiments, enabling temperature-dependent growth model fitting to forecast global warming impacts on dispersal.

Indexed as

Animal DistributionFishesAnimals

Identifiers

PMID42711337
PMCPMC13554097

What OpenQuestion holds

Textmetadata
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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.