Evidence map›Paper›PMID 41203685›Full record

ArticleScientific reports2025

Trait modeling to predict benthic functions and vulnerabilities across black sea seascapes.

Séverine Chevalier, Olivier Beauchard, Luc Vandenbulcke, Adrian Teaca, Tatiana Begun, Valentina Todorova, Karline Soetaert, Marilaure Grégoire

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Séverine ChevalierModelling for Aquatic Systems (MAST) - Research Unit FOCUS, University of Liège, Liège, Belgium. severine.chevalier@uliege.be.
Olivier BeauchardDepartment of Estuarine and Delta Systems (EDS), Royal Netherlands Institute for Sea Research, Yerseke, Netherlands.
Luc VandenbulckeModelling for Aquatic Systems (MAST) - Research Unit FOCUS, University of Liège, Liège, Belgium.
Adrian TeacaDepartment of Biology and Ecology, National Research and Development Institute for Marine Geology and Geoecology (GeoEcoMar), Bucharest, Romania.
Tatiana BegunDepartment of Biology and Ecology, National Research and Development Institute for Marine Geology and Geoecology (GeoEcoMar), Bucharest, Romania.
Valentina TodorovaInstitute of Oceanology - Bulgarian Academy of Sciences (IO-BAS), Varna, Bulgaria.
Karline SoetaertDepartment of Estuarine and Delta Systems (EDS), Royal Netherlands Institute for Sea Research, Yerseke, Netherlands.
Marilaure GrégoireModelling for Aquatic Systems (MAST) - Research Unit FOCUS, University of Liège, Liège, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Benthic biodiversity is of global significance for the provision of ecosystem services and the mediation of global biogeochemical cycles. The lack of detailed spatial distributions of the functions and vulnerabilities of the benthos critically prevents us from protecting benthic biodiversity and its functioning in the context of increasing human perturbations and climate change. Here, we propose a multidisciplinary approach to bridging in situ benthic data to the maps of macrobenthic functions and vulnerabilities at the scale of the northwestern shelf of the Black Sea. Our findings show that oxygen availability is a key driver of the functional trait composition of macrozoobenthic communities. Shallower well-oxygenated areas support high biomixing and bioirrigation on muddier-sandier substrata and high biodeposition on coarser substrata associated with mussel reef communities. In contrast, at depleted oxygen areas at the edge of the shelf, macrobenthic communities are functionally impoverished with only a combination of a few typical opportunistic traits, and those communities have a negligible impact on ecosystem functions. Mapping of vulnerabilities and functions of benthic communities can support marine management strategies aligned with the United Nations Sustainable Development Goal 14: Life Below Water.

Indexed as

Aquatic OrganismsBiodiversityGeologic SedimentsAnimalsBlack SeaClimate ChangeEcosystemOxygenOxygenEcosystem functionsMacrobenthosMarine functional biodiversityNorthwestern shelf of the black seaSpatial mappingTrait distribution model

Identifiers

PMID41203685
PMCPMC12594983

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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.