Task
Image To Image
F
subsurfacegen/field-scale-dataset
Image To Image · subsurfacegen· 272
cc-by-4.0
1.5 TB
task_categories:image-to-imagelicense:cc-by-4.0size_categories:10K<n<100Kformat:parquetmodality:tabular
A large-scale benchmark dataset of field-scale 3D subsurface velocity volumes (SOS-smoothed, depth-truncated to 619 samples) paired with 2D velocity slices, their corresponding acoustic wavefields, and multi-source shot-gather cubes. The dataset spans multiple geological settings and covers five frequency bands (3-6, 3-8.5, 3-12, 3-17.5, 3-25 Hz), supporting wavefield prediction, seismic inversion
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Dataset details
License
cc-by-4.0
Size
1.5 TB
Rows / images
94.1K
Classes
25
Creator
subsurfacegen
Downloads
272
Source
huggingface_datasets
Updated
2026-05-06
About subsurfacegen/field-scale-dataset
A large-scale benchmark dataset of field-scale 3D subsurface velocity volumes (SOS-smoothed, depth-truncated to 619 samples) paired with 2D velocity slices, their corresponding acoustic wavefields, and multi-source shot-gather cubes. The dataset spans multiple geological settings and covers five frequency bands (3-6, 3-8.5, 3-12, 3-17.5, 3-25 Hz), supporting wavefield prediction, seismic inversion, source-aware training from the 64-source shot-gather cubes, and out-of-distribution evaluation across held-out geology and broader frequency bandwidths.