DeepBedMap: A super-resolution neural network created bed topography of Antarctica

Going beyond BEDMAP2 using a super resolution deep neural network.

deepbedmap_v1.1.0.zip: Python code for the DeepBedMap Super-Resolution Generative Adversarial Network.

deepbedmap_dem.tif: Digital Elevation Model (250 m spatial resolution) in GeoTiff format, using Antarctic Polar Stereographic Projection (EPSG:3031).

srgan_generator_model_weights.npz: The Generator neural network weights/parameters as a NumPy zip file.