Satellite imagery analysis, combined with AI-powered predictive modeling, will identify 5-10 high-priority island locations for investigation based on anomaly detection and probability of undiscovered resources or significant biological diversity. Planned drone surveys, equipped with hyperspectral imaging capabilities, will provide detailed compositional maps of island surfaces, identifying mineral deposits and vegetation patterns indicative of past human activity or unique geological formations exceeding 100,000 years old.