The current contract feed exposes cascade cascade-003 as a watch state object with 3 linked steps and explicit amplification and escalation scores.
Phase 2 Operations
Adaptive operational intelligence for interacting mountain systems
A shared operational shell for cascading hazard intelligence, terrain state awareness, seismic trigger interpretation, simulation orchestration, and adaptive response workflows.
Interaction Graph
Cascade relationships, thresholds, and amplifications
This view will expose the causal interaction graph that links triggers, terrain conditions, sediment states, human modifications, and downstream escalation pathways.
Amplification
69%
Probability score from the cascade engine contract.
Escalation
63%
Current modeled downstream escalation level.
Uncertainty
27%
Operator-facing uncertainty carried with the graph state.
rockfall
Rapid slope failure candidate detected from seismic signature.
lake-impact
Potential displacement-wave interaction with moraine-dammed lake.
downstream-amplification
Sediment entrainment and channel constriction under evaluation.
Planned outputs
- Dynamic cascade graph
- Amplification pathway scoring
- Threshold crossing markers
- Causal explanation panels for operator review
Primary data sources
- Cascade service graph outputs
- Socio-hydrology interaction graph
- Seismic trigger events
- Simulation-derived downstream propagation traces
Implementation workstream
Implement graph-shaped API contracts first, then add an interactive client island for node-edge exploration with uncertainty overlays.