Climate vulnerability model for Malawi (Malcomb et al. 2014)
Vulnerability modeling for sub-Saharan Africa using indicators of adaptive capacity, livelihood sensitivity, and physical exposure · 10.1016/j.apgeog.2014.01.004
Climate vulnerability model for Malawi reproducing Malcomb et al. (2014). Multi-criteria weighted overlay combining adaptive capacity (DHS household surveys), livelihood sensitivity (FEWS NET zones), and physical exposure (drought + flood risk).
Recipe source: demos/malcomb-vulnerability/folia.yaml — view folia.yaml
- Input data
- DHS + FEWS NET + drought/flood exposure
- Validation reference
- validation/reference-fig4-ta-classes.geojson
- Period
- 2010-2010
- Region
- Malawi
- Bounding box
- 32.50, -17.20, 36.00, -9.30
Reference: validation/reference-fig4-ta-classes.geojson
| metric | observed | threshold | measured by |
|---|---|---|---|
| spatial correlation | pending | ≥ 0.6 | |
| RMSE | pending | ≤ 15 | |
| visual match | pending | ≥ 0 |
- PaperVulnerability modeling for sub-Saharan Africa using indicators of adaptive capacity, livelihood sensitivity, and physical exposure (10.1016/j.apgeog.2014.01.004)
- Specdemos/malcomb-vulnerability/folia.yaml
- DataDHS + FEWS NET + drought/flood exposure
- Result—
- Validationvs validation/reference-fig4-ta-classes.geojson
The declarative recipe is the reproduction: paper linked to spec linked to data linked to result linked to validation. Full mechanical provenance ships with the Evidence Bundle.
No forks yet. Forking (change AOI / time / params and re-run) opens in the workbench — a community fork graph is planned (hub Phase 4).