Derekkarungani/afrishield

Climate Displacement Early Warning & Vulnerability System for Africa # 🌍 AfriShield: Climate Displacement Early Warning & Vulnerability System > *Predicting where climate-driven displacement will occur in Africa before it happens, so NGOs and humanitarian organizations can intervene early, protect vulnerable communities, and prevent refugee crises before they begin.* ## The Problem Every year across Africa, droughts dry up farmland, floods destroy homes, and communities are forced to flee. This cycle of climate shock leading to displacement and then to refugee crisis is not random. It is **predictable**. Yet humanitarian response remains largely **reactive**: aid arrives after displacement has already occurred, after families have already been torn apart, after communities have already collapsed. > **In 2024 alone, over 35 million people across Sub-Saharan Africa were forcibly displaced, with the majority driven by climate-related events compounded by food insecurity and conflict.** The question AfriShield asks is not *"how do we respond?"*. It is: > **"Where will the next crisis happen, and how do we get there first?"** ## The Solution AfriShield is a data science tool that combines historical climate disaster data, displacement records, and socioeconomic vulnerability indicators to: 1. **Profile vulnerability** by identifying which communities are most at risk *before* a disaster strikes 2. **Predict displacement risk** using machine learning to forecast which regions face the highest climate-driven displacement risk in the next 6 to 12 months 3. **Surface actionable insights** that give NGOs and humanitarian organizations a clear, prioritized map of *where to intervene now* to prevent displacement **AfriShield is a vaccine, not a cure.** It targets prevention at the source, breaking the chain between climate shock and forced displacement before it becomes a refugee crisis. ## Who Is This For? | Audience | How They Use AfriShield | |---|---| | **NGO Program Officers** | Identify priority intervention zones before crise …