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>
Listed in figshare
Description
<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.
Read the rest (1 more)
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>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.30338170.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Climate · Computer Science & AI · Earth & Environmental Science · Ecological impacts of climate change and ecological adaptation · Economics & Finance · Engineering · Evolutionary impacts of climate change · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Population ecology · Population ecology · Social Science
Provenance · 1 source records, 21 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/30338170 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:310307 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Population ecology'] |
| concepts[field].anzsrc:field:310406 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Evolutionary impacts of climate change'] |
| concepts[field].anzsrc:field:410102 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Ecological impacts of climate change and ecological adaptation'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[subject].local:topic:climate | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Climate change'] |
| concepts[subject].local:topic:population-ecology | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Population ecology'] |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |