Evidence map›Paper›PMID 42436177›Full record

ArticleScientific reports2026

Nitrogen fixation rates increase with diazotroph richness in the global ocean.

Dominic Eriksson, Damiano Righetti, Fabio Benedetti, Nicolas Gruber, Lucas Paoli, Guillem Salazar, Shinichi Sunagawa, Meike Vogt

Abstract read
In one paragraph

Article in Scientific reports, 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

8 authors.

Dominic ErikssonEnvironmental Physics, Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, 8092, Zürich, Switzerland. deriksson@ethz.ch.ORCID 0009-0002-3280-1059
Damiano RighettiCentre for Ocean Life, Technical University of Denmark, 2800, Kgs. Lyngby, Denmark.
Fabio BenedettiEnvironmental Physics, Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, 8092, Zürich, Switzerland.
Nicolas GruberEnvironmental Physics, Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, 8092, Zürich, Switzerland.
Lucas PaoliDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, 8093, Zürich, Switzerland.
Guillem SalazarDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, 8093, Zürich, Switzerland.
Shinichi SunagawaDepartment of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, 8093, Zürich, Switzerland. ssunagawa@ethz.ch.
Meike VogtEnvironmental Physics, Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, 8092, Zürich, Switzerland. meike.vogt@env.ethz.ch.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Marine nitrogen fixation is a key process to support and maintain the ocean's primary production, yet our knowledge of the distribution and diversity of the diazotrophic microbes that are capable of fixing nitrogen is very limited. Here, integrating microscopic and metagenomic data, we determine the biogeography and richness of the main diazotrophic taxa across the global ocean. Analyzing 22,000 records and 15 species, we deduce a latitudinal gradient in diazotroph richness, with higher richness to the tropics driven by temperature and nutrient levels. Cyanobacteria dominate in nutrient-poor gyres, while non-cyanobacterial diazotrophs thrive in nutrient-rich zones. Across the global ocean, diazotroph richness is found to correlate positively with nitrogen fixation rates, suggesting a positive biodiversity-ecosystem function relationship. While this relationship is robust to spatial autocorrelation and confounding environmental drivers, spatial dependence in the global datasets and potential unmeasured covariates may influence local-scale inferences. The findings suggest that positive biodiversity-ecosystem functioning relationships with implications for global biogeochemical cycling exist in marine plankton.

Indexed as

BiodiversityCyanobacteriaNitrogen FixationEcosystemOceans and SeasSeawater

Identifiers

PMID42436177
PMCPMC13473530

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.