Geospatial Glacier Melting Model- Chitral

Comparative analysis of glacier melting in Booni, Upper and Lower Chitral (2020–2025)

Glacier Melting Dashboard: Booni, Upper & Lower Chitral

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Booni Upper Chitral Lower Chitral

NDSI Time Series

Daily NDSI statistics for Booni, Upper and Lower Chitral. Each chart displays the 10th and 90th percentiles, median and mean values. Seasonal peaks occur in winter with minima in late summer.

Booni

Upper Chitral

Lower Chitral

Monthly Averages

Average NDSI values per month. Booni exhibits higher values overall, while Upper and Lower Chitral show lower means during summer, indicating less persistent snow cover.

Booni

Upper Chitral

Lower Chitral

Cloud Coverage

Cloud coverage affects data availability. High cloud percentages reduce reliable observations.

Booni

Upper Chitral

Lower Chitral

Annual Trends

Annual mean NDSI values for each region. Slopes: Booni -0.0007, Upper -0.0044, Lower -0.0057 NDSI units per year (negative values indicate declining snow/ice).