glof

this repo contain the source code for data visualization portal for rasuwa flood.

Nepal Multi-Hazard Early Warning System | TRĀYA - त्राय (Sanskrit - verbal root √trā, “to protect, save, deliver.”) | Detect. Warn. Protect | Earthquakes- Floods - Landslide

An open, rebuildable inventory of 4,480 glaciers (4,215 km² of ice) and 1,429 glacial lakes (81.04 km²) in Nepal, with annual ice surface velocity to 2025 and every georeferenced outburst flood on record.

Real-time mapping & situation dashboard for the August 26, 2026 Nepal glacial flood (Bhote Koshi/Lhende Khola). Interactive map, live dashboard, satellite comparison, river gauges, news feed, data export & PWA offline support. All free APIs — no keys required.

Detection, not prediction: sub-hourly seismic detection of cascading flood surges in transboundary Himalayan rivers. Hears the slope fail, corroborates with a downstream gauge, emits a CAP alert.

Multi-sensor change detection and a terrain-derived flood corridor for the 2026 Bhote Koshi–Trishuli glacial flood in Rasuwa, Nepal, validated against the HOT ground survey and published as a public information site.

Open seismic watch for Himalayan mass movements — glacier collapses and debris flows detected on public seismic feeds within minutes

Glacial lake outburst flood (GLOF) risk atlas for Nepal. 24 glacial lakes scored 0 to 100 from six weighted inputs, 57 downstream settlements, community reports, and a 3D terrain view.

Dual-pol Sentinel-1 analysis of a repeatable radar precursor signal before two 2025-2026 slope failures at Langtang Lirung, Nepal

Foundation-model semantic segmenter for glacial lakes from Sentinel-1 SAR, Sentinel-2 optical, and Copernicus DEM imagery. TerraMind 1.0 Large backbone, validation IoU 0.9557 on Tien Shan / Zhetysu / Ile Alatau corridor. Apache 2.0, weights & data on Hugging Face.

Interactive HTML Dashboard for GLOF Hazard Risk Assessment in Kargil, Ladakh using Remote Sensing, Cryospheric Indicators and Random Forest Classification (2000-2024).

A constrained LangGraph investigation agent for abnormal river-rise events in the Nepal Himalaya. One agentic decision; everything that could cause harm is deterministic.

Avalancha en el Bhote Koshi, Nepal, 26 de agosto de 2026: mapa de hasta dónde llegó el pulso y cuántos minutos de alerta se perdieron. En Betrawati, Trishuli y Devighat HEP el SMS del DHM salió 38 minutos más tarde de lo que habría permitido una alerta a las 08:38.