gabrielmahia/openresilience

OpenResilience Kenya — Water stress and climate resilience monitoring for NGOs and county governments. # 💧 WapiMaji — Water & Drought Intelligence Kenya > **Wapi Maji?** /wɑːpi mɑːdʒi/ — *Kiswahili*: "Where is the water?" **Water & food stress intelligence for Kenya's 47 counties.** Built for farmers, NGOs, county governments, and community leaders. > 🔶 **DEMO MODE** — Current data is synthetic. Indices are computed from real formulas against generated inputs. Index methodology is documented and production data adapters are underway. **→ Open the live platform** --- ## What it does OpenResilience surfaces four stress indices updated per monitoring cycle: | Index | Measures | Key inputs | |-------|----------|------------| | **WSI** — Water Stress | Rainfall deficit + soil dryness | CHIRPS rainfall, SMAP soil moisture | | **FSI** — Food Stress | Crop production risk | WSI + NDVI vegetation anomaly + field reports | | **MSI** — Market Stress | Staple food price pressure | Maize price change vs seasonal average | | **CRI** — Composite Risk | Overall household resilience risk | Weighted combination of WSI/FSI/MSI | → Full index methodology, weights, and data sources --- ## SMS alerts reach farmers without smartphones The platform sends **bilingual SMS alerts** (English + Kiswahili) via Africa's Talking to any mobile phone — including basic feature phones with no data plan. County coordinators subscribe farmers; alerts trigger automatically when CRI crosses Watch/Alert/Emergency thresholds. ``` [OpenResilience] Turkana Alert: Water stress HIGH (WSI 0.74). Plant sorghum only if rains confirmed. Nafaka: panda mtama tu ukiwa na uhakika wa mvua. ``` → SMS setup guide · → Africa's Talking integration --- ## Architecture ``` app.py ← Streamlit UI (farmer + NGO views) src/openresilience/ ← Core scoring, agriculture, export adapters/ ← NASA IMERG, SMAP, Earth Engine connectors api/ ← FastAPI REST layer for programmatic access notifier/ ← SMS/WhatsApp al …