Data
Open data
The national dataset, the factor library and the inventory-format files, with checksums. Published under Creative Commons Attribution 4.0 (CC BY 4.0).
Data: Creative Commons Attribution 4.0 (CC BY 4.0); code: AGPL-3.0. Cleared for release by KNUST IPUK/OGR (October 2026). Cite: NCEL, KNUST (2026), EmiMine national data bundle 3.0.0.
National dataset (bundle 3.0.0)
Every series, share, headline and land value behind the National Ledger, with science profiles and source checksums.
emimine-bundle.json API: summary
Input checksum c4d85d57dcac58fb059a2d793b6f928a0149653b5ff9de0b582d114a4aec1cda
CRT workbench files
27 workbooks and CSVs: 2016–2024 × three receiving land categories, with a manifest of SHA-256 checksums.
Factor library 1.0
Fuel, explosive, refrigerant, electricity and land factors used by the mine calculator, with their sources.
Sources
| Source | Used for | Reference | Licence status |
|---|---|---|---|
| Global Forest Change v1.12 (tree-cover loss and 2000 canopy cover) | Annual tree-cover loss; canopy split | Hansen et al 2013 | to verify |
| Drivers of forest loss v1.3 (hard-commodity class) | Attribution of loss to mining-dominated cells | Sims et al 2025 (builds on Curtis et al 2018) | to verify |
| Artisanal mining conversion maps for Ghana | Calibration of the artisanal share | Barenblitt et al 2021a; 2021b | to verify |
| geoBoundaries GHA ADM0 | National boundary (area masking only) | Runfola et al 2020 | to verify |
| Ghana National Inventory Document (NID1) | Carbon stocks and pools (Table 70); 1.A.2.i line; land-conversion areas | EPA Ghana 2024 | to verify |
| Ghana Chamber of Mines member statistics | Large-scale diesel and electricity 2018-2020 | Ghana Chamber of Mines 2019-2024 | to verify |
| Company sustainability reports | Validation and Genser estimate | Gold Fields; Newmont; Galiano Gold and others | to verify |
| GHEITI mining reports | Reported emissions and reconciliation | GHEITI | to verify |
| IPCC 2006 Guidelines and 2019 Refinement | Default factors | IPCC 2006; 2019 | to verify |
| UNFCCC CRT v2.83 workbooks and category mapping | CRT export layout and codes | Decision 5/CMA.3; unfccc.int/documents/634242 | to verify |