zenodoopen
DeepBedMap: A super-resolution neural network created bed topography of Antarctica
<p>Going beyond BEDMAP2 using a super resolution deep neural network.</p> <p>deepbedmap_v1.1.0.zip: Python code for the DeepBedMap Super-Resolution Generative Adversarial Network.</p> <p>deepbedmap_dem.tif: Digital Elevation Model (250 m spatial resolution) in GeoTiff format, using Antarctic Polar Stereographic Projection (EPSG:3031).</p> <p>srgan_generator_model_weights.npz: The Generator neural network weights/parameters as a NumPy zip file.</p> <p> </p>
ShareScore
40/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 8
- Harmonization
- 4
- Access
- 12
- Reuse readiness
- 8
- Engagement
- 8