Data · dataset · 2026
Data and Code for: Northward Expansion of High-Stature Vegetation Reveals Net Surface-Cooling Feedbacks in the Majority of Canadian Boreal-Tundra Ecozones
Listed in Borealis
This dataset contains the analysis code, workflows, and supporting geospatial datasets developed for the study *Northward Expansion of High-Stature Vegetation Reveals Net Surface-Cooling Feedbacks in the Majority of Canadian Boreal–Tundra Ecozones* (Amaogu et al., 2025).
Description
The repository includes Python scripts, processed vegetation and land-cover products, NDVI trend analyses, and seasonal surface energy flux trend datasets used to generate the figures and results reported in the manuscript.
Supporting spatial outputs are provided in an ESRI File Geodatabase containing final vegetation, land-cover, and energy-flux trend products. These materials are provided to facilitate transparency, reproducibility, and reuse of the analyses presented in the study.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP4%2FGHGQXM ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp4/ghgqxm ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP4%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Agricultural Sciences · Earth and Environmental Sciences · Engineering · Physics
- From keywords
- Climate · Earth & Environmental Science · Energy · Engineering · Life Sciences · Physics
- Inferred from text
- Physical geography and environmental geoscience 74%
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP4/GHGQXM | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3709 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (74%) |
| concepts[field].dataverse_subject:agricultural-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:engineering | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:physics | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:energy | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:physics | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[subject].local:topic:climate | mapping · borealisdata ca | vocabulary-mapper@1.0.0 | keywords['Climate change'] |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |