Sample · GIS & climate risk

Glacial flood risk in Gilgit-Baltistan: a desk brief

A short brief of the kind an NGO or project team could use before planning work in a valley: what is known about hazardous glacial lakes, what happened in the 2026 alert season, and how satellite data can track lake growth.

GLOFDesk studySentinel-1 / Sentinel-2Google Earth Engine

Summary

  • More than 3,000 glacial lakes have formed in Gilgit-Baltistan and Khyber Pakhtunkhwa. UNDP-backed assessments list 33 to 36 of them as prone to outburst floods.
  • In 2026, official warnings ran from March to late August, naming at least nine districts and specific valleys in Nagar and Ghanche.
  • Free satellite data can measure how fast individual lakes are growing each year, which helps decide where early-warning equipment and evacuation planning matter most.

The scale of the risk

3,000+
Glacial lakes in GB and KP
33–36
Assessed as hazardous
24
Valleys in UNDP's GLOF-II project

A glacial lake outburst flood happens when water held back by ice or a loose moraine is released suddenly. As glaciers in the Karakoram and Hindu Kush melt, existing lakes grow and new ones form. UNDP's GLOF-II project, funded by the Green Climate Fund, works on early warning and community preparedness in 24 valleys across Gilgit-Baltistan and Khyber Pakhtunkhwa. A 2019 announcement linked to the project estimated that 7.1 million people are exposed to this risk.

Note on the numbers: the count of hazardous lakes is 33 in UNDP's 2022 project brief and 36 in other UNDP material. A client report would cite one source consistently and explain the difference.

The 2026 alert season

WhenWhat was reported
FebruaryNational Emergencies Operation Centre warns of elevated GLOF risk for March to September.
MarchNDMA issues a GLOF alert for Gilgit-Baltistan and Khyber Pakhtunkhwa as glacial lakes grow with rising temperatures.
2–8 AprilPMD alert names Ghizer, Hunza, Nagar, Astore, Ghanche, Diamer, Kharmang, Skardu and Shigar.
MayRain triggers landslides that block the Astore valley road; a further GLOF alert for upper areas.
JuneMet officials warn of rising GLOF risk during a heatwave expected to last into early July.
JulyNDMA alert for the Hopar and Hisper valleys in Nagar. Floods damage roads, bridges, power lines, farmland and homes; a suspension bridge over Hushe Nallah in Ghanche is submerged.
21–24 AugustGBDMA warns that a westerly system could raise glacial lakes quickly in Diamer, Astore, Ghizer, Skardu and Ghanche.

The places named in these alerts are plotted on the satellite map in my portfolio.

How I would monitor a lake

For a project team responsible for one or more valleys, the satellite work would be:

  1. Map open water each late summer, 2016–2026, from Sentinel-2 imagery using the water index NDWI = (Green − NIR) / (Green + NIR), checked by eye against the true-colour image.
  2. Fill cloudy gaps with Sentinel-1 radar, which sees through cloud, so each year has a usable lake outline.
  3. Calculate each lake's area per year and flag lakes growing fastest, in absolute and percentage terms.
  4. Trace the likely flood path downstream using a 30-metre elevation model (Copernicus GLO-30) and mark the villages, roads and bridges along it.
  5. Deliver a lake-area table, before-and-after maps, GIS layers and a two-page brief in plain language for non-specialists.

All of this runs in Google Earth Engine on free data, so the analysis can be repeated every year at low cost.

What a desk study cannot tell you

  • Satellites measure lake area, not depth or volume, so they cannot say how much water would be released.
  • Dam stability (ice, moraine) needs field inspection and specialist assessment.
  • Flood-path mapping shows where water is likely to go, not exact flood heights or timing.

A brief like this is a starting point for planning, and it should always be combined with local knowledge and the official alerts from NDMA, PMD and GBDMA.

Sources

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