This repository contains neural network files and sample code to estimate snow depth on sea ice as presented in A. Braakmann-Folgmann and C. Donlon: Estimating Snow Depth on Arctic Sea Ice using Satellite Microwave Radiometry and a Neural Network, The Cryosphere, 2019.