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 Proj...
Main Authors: | , |
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Format: | Dataset |
Language: | English |
Published: |
Zenodo
2020
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Subjects: | |
Online Access: | https://dx.doi.org/10.5281/zenodo.4054246 https://zenodo.org/record/4054246 |
Summary: | 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. |
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