Data and R code for a meta-analysis of structured habitat effects on fish communities

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Auteur principal: Pan, Suyi
Format: Recurso digital
Langue:anglais
Publié: Zenodo 2026
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_version_ 1866901527872929792
author Pan, Suyi
author_facet Pan, Suyi
contents <p>This archive contains the analysis-ready dataset, R scripts, archived model outputs, figures, and screening materials used for a meta-analysis evaluating how natural and artificial structured habitats affect fish-community metrics.</p> <p>The released analysis dataset contains 1,041 effect sizes and sampling variances used in the archived meta-analytic models. The dataset includes study identifiers, publication year, country, marine region, response indicator, group means, standard deviations, sample sizes, habitat classifications, calculated Hedges' g effect sizes, sampling variances, standard errors, and confidence intervals.</p> <p>The R scripts reproduce the main model summaries, moderator analyses, figures, sensitivity analyses, leave-one-study-out diagnostics, funnel-plot appendices, and output verification. The archive also includes full-text screening decisions for systematic-review traceability.</p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_20268316
institution Zenodo
language eng
publishDate 2026
publisher Zenodo
record_format zenodo
spellingShingle Data and R code for a meta-analysis of structured habitat effects on fish communities
Pan, Suyi
meta-analysis
Hedges' g
structured habitat
artificial reef
marine artificial structures
fish community
habitat complexity
biodiversity
abundance
richness
biomass
ecological restoration
marine ecology
<p>This archive contains the analysis-ready dataset, R scripts, archived model outputs, figures, and screening materials used for a meta-analysis evaluating how natural and artificial structured habitats affect fish-community metrics.</p> <p>The released analysis dataset contains 1,041 effect sizes and sampling variances used in the archived meta-analytic models. The dataset includes study identifiers, publication year, country, marine region, response indicator, group means, standard deviations, sample sizes, habitat classifications, calculated Hedges' g effect sizes, sampling variances, standard errors, and confidence intervals.</p> <p>The R scripts reproduce the main model summaries, moderator analyses, figures, sensitivity analyses, leave-one-study-out diagnostics, funnel-plot appendices, and output verification. The archive also includes full-text screening decisions for systematic-review traceability.</p>
title Data and R code for a meta-analysis of structured habitat effects on fish communities
topic meta-analysis
Hedges' g
structured habitat
artificial reef
marine artificial structures
fish community
habitat complexity
biodiversity
abundance
richness
biomass
ecological restoration
marine ecology
url https://doi.org/10.5281/zenodo.20268316