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Table · dataset · 2026

R scripts for the manuscript titled <b>“A trait-based index shows a south-to-north decline in the intrinsic adaptive capacity of reef fishes to climate change”</b>

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<p dir="ltr">This repository contains the data and R scripts necessary to replicate the results presented in the manuscript titled <b>“A trait-based index shows a south-to-north decline in the intrinsic adaptive capacity of reef fishes to climate change”</b>.</p><p dir="ltr">For easier reproduction of the analyses, we recommend using <b>RStudio</b> and opening the included <b>.Rproj</b> file, which automatically sets the working environment.</p><ul><li><b>Scripts folder:</b><br>Contains all R scripts used in the analyses.

These scripts load the corresponding datasets and reproduce the results and figures presented in the manuscript.</li><li><b>Raw variables folder:</b><br>Includes the compiled biological and ecological traits for each species. The variables comprise:</li><li><ul><li>Maximum body size (<b>Tmax</b>)</li><li>Age at first maturity (<b>AOM</b>)</li><li>Generation time (<b>GT</b>)</li><li>Growth rate (<b>K</b>, from the von Bertalanffy equation)</li><li>Population growth rate (<b>RM</b>)</li><li>Natural mortality rate (<b>M</b>)</li><li>Geographical range (latitude and longitude limits)</li><li>Bathymetric range (minimum and maximum depth)</li><li>Parameters <b>a</b> and <b>b</b> of the weight–length relationship (von Bertalanffy relation)</li><li>Biomass consumption rate (<b>Q/B</b>)</li><li>Trophic level</li></ul></li><li><b>Abundance folder:</b><br>Contains field sampling data (abundance per species) stored in a CSV file.

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These data were used to calculate the latitudinal patterns of the <b>ACI</b> (Adaptative Capacity Index).</li></ul><p dir="ltr">All datasets and scripts are fully compatible with R (≥4.0).</p><p><br></p>

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Provenance · 1 source records, 21 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/303381705 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:field:310307mapping · figshare comvocabulary-mapper@1.0.0keywords['Population ecology']
concepts[field].anzsrc:field:310406mapping · figshare comvocabulary-mapper@1.0.0keywords['Evolutionary impacts of climate change']
concepts[field].anzsrc:field:410102mapping · figshare comvocabulary-mapper@1.0.0keywords['Ecological impacts of climate change and ecological adaptation']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
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concepts[subject].local:topic:climatemapping · figshare comvocabulary-mapper@1.0.0keywords['Climate change']
concepts[subject].local:topic:population-ecologymapping · figshare comvocabulary-mapper@1.0.0keywords['Population ecology']
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titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title