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Title: TOWARDS A FULLY MODEL-BASED AVALANCHE HAZARD ASSESSMENT: INVESTIGATING THE IMPACT OF INPUT DATA ON MACHINE LEARNING PREDICTIONS.
Date: 2023-10-08
Authors: Bettina Richter, Mathias Bavay, Martin Hendrick, Stephanie Mayer, Rebecca Mott, Cristina Pérez Guillén, Alec van Herwijnen
Description: Operational avalanche forecasting mostly relies on manual snow profiles, snow instability observations, and weather data to assess the avalanche dange...
Object ID: ISSW2023_O4.06.pdf
Keywords: numerical avalanche forecasting, snow cover modeling, random forest models, weather prediction models
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