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Jakob Grahn

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#machine learning Open access Sep 2026

DATA-DRIVEN PREDICTION OF SATELLITE-OBSERVED AVALANCHE ACTIVITY FROM SNOWPACK SIMULATIONS

Avalanche forecasting requires knowledge of snowpack conditions and recent avalanche activity, but field observations are sparse across large mountain regions. We explore whether SNOWPACK simulations can predict avalanche activity mapped by synthetic aperture radar (SAR). We compiled five winters of Sentinel-1 avalanch...

Jakob Grahn, Filippo Maria Bianchi, Bert Kruyt et al. · 0 citations

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