ArticleScientific data2022
Biological traits of marine benthic invertebrates in Northwest Europe.
Article in Scientific data, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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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.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A roadmap to define and select aquatic biological traits at different scales of analysis.Scientific reports · 2023Pooled it
- Metabarcoding identifies macroalgal composition as a driver of benthic invertebrate assemblages in restored habitats.Scientific reports · 2025Article
- Towards Greater Standardisation in Benthic Trait Research to Support Application to Environmental Management.Ecology and evolution · 2025Review
- Overcoming challenges to access ecological function: a marine soft-bottom perspective.Royal Society open science · 2024Review
- The seafloor from a trait perspective. A comprehensive life history dataset of soft sediment macrozoobenthos.Scientific data · 2023Article
- NZTD - The New Zealand Trait Database for shallow-water marine benthic invertebrates.Scientific data · 2023Article
- Biological traits of marine benthic invertebrates in Northwest Europe.Scientific data · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Biological traits analysis (BTA) provides insight into causes and consequences of biodiversity change that cannot be achieved using traditional taxonomic approaches. However, acquiring information on biological traits (i.e., the behavioural, morphological, and reproductive characteristics of taxa) can be extremely time-consuming, especially for large community datasets, thus hindering the successful application of BTA. Here, we present information on ten key biological traits for over a thousand marine benthic invertebrate taxa surveyed in Northwest Europe (mainly the UK shelf). Scores of 0 to 3 are provided to indicate our confidence that taxa exhibit each possible mode of trait expression. The information was acquired over a decade through an extensive appraisal of relevant sources, including peer-reviewed papers, books, online material and, where necessary, professional judgement. These data may be inspected, used, and augmented by fellow researchers, thus assisting in the wider application of BTA in marine benthic ecology.
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Registered trials
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.