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A collection of example scripts to run jobs on hyperion, the HPC@WSL

Machine learning models developed for avalanche danger level predictions in Switzerland

StreamFlow is an extension to the spatially-distributed snow model Alpine3D which allows the user to perform hydrological simulations. On top of discharge and water height, StreamFlow can also compute stream temperature at any point along the stream.

This python code uses the Finite Element library FENICS (via docker) to solve the one dimensional partial differential equations for heat and mass transfer in snow. The results are written in vtk format from which the paper figure is reproduced.

Train and apply a quantile mapping model for snow water equivalent maps