whoisorioki/Soil-Health-and-Food-Security

Interactive risk assessment platform analysing climate impacts on soil health across Sub-Saharan Africa. # Soil Health and Food Security: Climate Risk Assessment for Sub-Saharan Africa ## Project Overview **🎯 Zindi Climate Adaptation Challenge - Data Storytelling Platform** This project creates an interactive risk assessment platform analyzing climate impacts on soil health across Sub-Saharan Africa. Using the Atlas Explorer framework, we transform complex geospatial data into actionable insights for adaptation planners through a structured narrative approach. **Status**: ✅ **SUBMISSION COMPLETE** - Comprehensive data storytelling platform ready for Observable Framework deployment. ## Current Status: Complete Observable Framework Integration ✅ **Phase 1: Atlas Data Integration** - **✅ COMPLETE** - ✅ Individual dataset exploration and quality assessment - ✅ Strategic data fusion with proper filtering (SSP245, $3.65 poverty line, total population) - ✅ Data cleaning and standardization (4,444 validated records across 44 countries) - ✅ Comprehensive validation pipeline with 100% data completeness **Phase 2: Risk Assessment Development** - **✅ COMPLETE** - ✅ Atlas Explorer data integration (hazard, exposure, vulnerability) - ✅ Placeholder environmental indicators for analysis framework - ✅ Administrative boundaries processing - ✅ Compound risk assessment: 4,147 sub-regions analyzed (93.3% coverage) - ✅ Risk hotspots identified: 281 high-risk areas (42.4M people at risk) - ✅ Complete risk calculation methodology validation **Phase 3: Data Storytelling & Observable Framework** - **✅ COMPLETE** - ✅ Interactive compound risk assessment notebook - ✅ Strategic narrative analysis with investment prioritization - ✅ Observable Framework data preparation (6 datasets + metadata) - ✅ Complete validation pipeline (3/3 checks passed) - ✅ Export package ready for web deployment ## Risk Assessment Framework **Formula**: `Risk = Hazard × Vulnerability` - **Hazard**: Future water stress projections (NDWS 2041-2060) from Atlas Explorer - **Exposure**: Agricultural value + Population …