Table · dataset · 2026
Derived datasets and analysis code for: “Climatic tree-cover potential shows contrasting associations with global productivity variability and temporal persistence”
Listed in ZivaHub and HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.32118886.v4
Description
<p dir="ltr">This archive contains analysis scripts accompanying the manuscript “Climatic tree-cover potential shows contrasting associations with global productivity variability and autocorrelation.”</p><p dir="ltr">The scripts cover detrended relative interannual gross primary productivity (GPP) variability, lag-one autocorrelation, land-cover-stratified associations, stress-conditioned next-year productivity change, exploratory composite-index sensitivity analyses, and projected changes in climatic tree-cover potential under SSP2-4.5 for 2041–2060.
Additional sensitivity analyses examine shared-year temporal permutations, mean productivity versus absolute detrended variability, alternative land-cover years and endpoint forest definitions, grid-cell area weighting, and within-region and leave-one-region-out associations.</p><p dir="ltr">The archive includes a README, software-version information, dependency requirements and documentation of required input files. <b>Input datasets and derived results are not included.</b> Execution requires the prepared inputs specified in REQUIRED_INPUTS.txt.
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Some upstream data-preparation steps are not included; the archive is therefore not a self-contained workflow from raw source data.</p><p dir="ltr">Composite classifications are exploratory and should not be interpreted as validated measures of ecosystem resilience, forest persistence or restoration feasibility. Projected tree-cover carrying capacity (TCC) changes represent changes in climatic tree-cover potential, not predictions of realized forest expansion or loss.</p><p dir="ltr">External source datasets are not redistributed in this archive and must be obtained from their original providers, as identified in the manuscript and input documentation.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32118886.v4 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Climate change processes · Climate change processes · Climate change processes · Climate change processes · Climate change processes · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Geospatial information systems and geospatial data modelling · Geospatial information systems and geospatial data modelling · Geospatial information systems and geospatial data modelling · Geospatial information systems and geospatial data modelling · Geospatial information systems and geospatial data modelling · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
Provenance · 5 source records, 45 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32118886 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/32118886 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/32118886 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/32118886 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/32118886 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:370201 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Climate change processes'] |
| concepts[field].anzsrc:field:370201 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Climate change processes'] |
| concepts[field].anzsrc:field:370201 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Climate change processes'] |
| concepts[field].anzsrc:field:370201 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Climate change processes'] |
| concepts[field].anzsrc:field:370201 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Climate change processes'] |
| concepts[field].anzsrc:field:401302 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Geospatial information systems and geospatial data modelling'] |
| concepts[field].anzsrc:field:401302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Geospatial information systems and geospatial data modelling'] |
| concepts[field].anzsrc:field:401302 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Geospatial information systems and geospatial data modelling'] |
| concepts[field].anzsrc:field:401302 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Geospatial information systems and geospatial data modelling'] |
| concepts[field].anzsrc:field:401302 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Geospatial information systems and geospatial data modelling'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@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:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |