whoisorioki/Soil-Health-and-Food-Security

Domaine:

climategeospatialagriculture

Créateur:

who

Hôte:

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 …

Organic soil amendments and food security: Evidence from Cameroon

Abstract Food insecurity remains a persistent policy issue in many developing countries. While soci

Evaluating Soil Health Management Programmes on Food Security and Livelihood Stability in Ethiopian Highlands: A Methodological Framework

Soil health management in Ethiopian highlands is crucial for sustainable food security and livelihoo

Water-Energy-Food Security and Health in South Africa

Importance Water, energy, and food (WEF) insecurities are widespread in South

The income and food security impacts of soil and water conservation technologies in Tanzania

Soil and water conservation technologies are critical in reducing drought and soil erosion risks and

Novelty dataset (animal health, food security, climate change)

This dataset contains sets of news article segments in English related to three domains namely anima

Ethiopian macroeconomic data: food prices and food security Macroeconomics data: food security and food price data

The data set holds a timeseries data for Ethiopian economy for about 20 years and changed a