Data · dataset · 2025
Replication Data for: Evaluating Carbon Baselines in Kwahu South: A Comparison of VM0047 and Open Forest Protocol
Listed in Borealis
Forests are essential for climate change mitigation, acting as carbon sinks by absorbing carbon dioxide.
Description
Remote sensing, particularly through Landsat 8’s 30m resolution imagery, facilitates consistent, large-scale monitoring of forest cover and biomass changes, crucial for precise carbon stock assessments in reforestation efforts. However, differences in baseline estimation methodologies complicate these evaluations.
This study analyzes forest change and carbon dynamics in deforested areas of Kwahu South, Ghana, from 2014 to 2024, comparing Verra VM0047 and Open Forest Protocol (OFP) approaches. Landsat’s fine-scale resolution enabled accurate tracking of deforestation and regrowth patterns. VM0047 employs a dynamic performance benchmark, updated periodically, capturing biomass fluctuations (e.g., -1.5 in 2015 to 1.0 in 2023), while OFP uses a static, tree-focused baseline, yielding near-zero estimates due to initial low tree cover (4.56%).
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A t-test (p = 0.449) validated the control site’s suitability. Results highlight VM0047’s adaptability to ecological variability versus OFP’s conservative simplicity, informing reforestation strategies in deforestation-prone regions.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FONU05P ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/onu05p ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Earth and Environmental Sciences
- From keywords
- Earth & Environmental Science
- Inferred from text
- Climate change impacts and adaptation 75% · Satellite remote sensing 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/ONU05P | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4101 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | 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[modality].local:modality:remote-sensing | enrichment · borealisdata ca | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |