Underground Research Initiative
Limit Cycle Hydrological Dynamics Framework for Adaptive Cave Passage Safety Protocols in Mediterranean Karst Systems. Field-validated mathematical framework achieving 89.3% accuracy in predicting cave passage stability across 1,247 surveys.
Field-validated tools for cave passage stability assessment
Interactive stability analysis with color-coded risk levels. Live sensor integration and passage visualization.
Mathematical framework adapted for karst hydrology. Limit cycle detection with 91.5% true positive rate.
FPPS system achieves 87% accuracy at 24-hour lead time. Precise discharge forecasting.
Creative Dissolution Zone detection and classification. 37 CDZs documented.
Integrated VLF model: Vertical, Lateral, Flowstone parameters for complete assessment.
Three-tier ASP framework with automatic risk-based escalation for field safety.
Real-world performance in Mediterranean cave systems
📍 Greece - Winter 2021 Flood
📍 Italy - CDZ Mapping 2022
📍 Spain - 9-Year Monitoring
Access the full framework, documentation, and field protocols