Terrain contract data is active for imja-khumbu, with a current instability score of 74% and uncertainty of 23%.
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.
Terrain Evolution
Continuously evolving terrain susceptibility
This view will track how glacier retreat, snow dynamics, moisture, freeze-thaw cycles, vegetation change, and seismic micro-instability reshape terrain susceptibility over time.
Instability
74%
Composite terrain susceptibility for terrain-cell-0142.
Soil Moisture
61%
Hydrological forcing contribution in the current state object.
Freeze-Thaw
58%
Cryosphere-driven destabilization component in the feed.
Vegetation stress 42%
Seismic instability contribution is 67% for the latest timestamp 2026-05-10T00:00:00Z.
Planned outputs
- Terrain instability maps
- Temporal state-change heatmaps
- Trend analysis for monitored valleys
- Field-level uncertainty summaries
Primary data sources
- DEM derivatives and terrain meshes
- Snow cover and glacier products
- Rainfall history and soil moisture fields
- Seismic micro-instability indices
Implementation workstream
Build a time-aware terrain state API on top of PostGIS and raster manifests, then expose timeline and comparison controls in the client layer.