April 2026 · Malawi · Mulanje · Phalombe · Chikwawa
Indigenous Wisdom Integration Protocol (IWIP)
A three-phase methodology for triangulating Traditional Ecological Knowledge with satellite forecasting in early-warning pipelines.
Methodological working paper · NGL Fellowship
§ Abstract
IWIP treats TEK as a peer signal — not folklore to be 'sensitized' away. Phenological cues, animal behavior, and water-table indicators are catalogued, time-stamped, and cross-validated against meteorological time-series.
The protocol's distinctive contribution is the five-stage offline cascade: each stage (satellite, NMS, DELTA, EOC, TA, village) is engineered to function autonomously if upstream stages fail.
Pilot results from Chikwawa show TEK-confirmed alerts achieving 78% household compliance versus 31% for SMS-only alerts.
§ Key findings
- ·Of 47 catalogued TEK indicators, 31 showed statistically significant correlation with NMS data.
- ·Chief endorsement is the single largest compliance multiplier (×2.4).
- ·Stage-independent design tolerates a 72-hour GSM outage without alert loss.
§ Methods
- →Semi-structured elder interviews (n=64 across 12 villages)
- →Phenological calendar reconstruction
- →Bayesian agreement scoring between TEK and instrument data
- →Participatory co-design workshops with Traditional Authorities
§ Downloadable resources
Take it. Use it. Adapt it.
CC BY 4.0. Attribution appreciated. If you adapt one of these for your district or country, I'd love to hear how.
protocol
IWIP Field Guide (12 pp.)
iwip-field-guide.md
dataset
Indicator Catalogue (sample)
iwip-indicator-catalogue.csv