bayillag/Comprehensive-Outbreak-Response-GIS-Training

A 120-day, Ethiopia-tailored training package equipping veterinary and public-health professionals with end-to-end outbreak response, spatial analysis, and data-platform skills. # Comprehensive Outbreak Response & GIS Training A 120-day, Ethiopia-tailored program equipping veterinary and public-health professionals with end-to-end skills in outbreak investigation, spatial analysis, remote sensing, data-platform workflows, and interactive dashboards. --- ## Training Program Overview ### Part I: Foundational Outbreak Surveillance & Response Builds core capabilities in case definitions, line listing, descriptive and analytic epidemiology, statistical methods, and initial situation reporting. ### Part II: Strategy, Review & Reflection Guides participants through presenting control plans, peer review of workflows and maps, quality-assurance checklists, and forward-looking action roadmaps. ### Part III: Risk-Based Surveillance Covers the principles and evaluation of risk-based systems, early detection survey design, performance metrics, economic valuation, and framework implementation. ### Part IV: GIS for Animal Health Surveillance Introduces GIS data models and sources, geoprocessing and cartographic design, spatial analysis techniques, and scripting to automate mapping tasks. ### Part V: Advanced Spatial Analytics Delves into exploratory spatial data analysis (ESDA), clustering methods, risk assessment modeling in QGIS/R, raster-based environmental covariates, and decision-support mapping. ### Part VI: Collaboration & Notebooks Focuses on reproducible workflows with Git/GitHub, CI/CD pipelines, and interactive Python notebooks (Colab) for geospatial analyses and extensions. ### Part VII: Exploration & Relational Databases Teaches data exploration with Kaggle, notebook sharing best practices, SQL fundamentals, advanced queries (joins, views, CTEs), stored procedures, and performance tuning. ### Part VIII: Spatial Platforms & Backend Services Guides setup and use of PostGIS geometry types and spatial queries, raster analyses, QGIS/Python integration, plus Supabase for REST APIs, real-time subscriptions, and secure deployment. …