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Hyperheight Data Cube Denoising and Super-Resolution

by anfera236

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Description

Hyperheight Data Cube Denoising and Super-Resolution Dataset Summary Generation code and pipeline: https://github.com/Anfera/HHDC-Creator (HHDC-Creator repo). 3-D photon-count waveforms (Hyperheight data cubes) built from NEON discrete-return LiDAR using the HHDC pipeline (hhdc/cube_generator.py). Each cube stores a high-resolution canopy volume (default: 0.5 m vertical bins over 64 m height, footprints every 2 m) across a 96 m × 96 m tile. In the HHDC-Creator pipeline… See the full description on the dataset page: https://huggingface.co/datasets/anfera236/HHDC.

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task_categories:image-to-imageannotations_creators:author-generatedsource_datasets:NEON AOP discrete return LiDAR (DP1.30003.001)language:enlicense:cc-by-4.0size_categories:10K<n<100Kformat:parquetformat:optimized-parquetmodality:textmodality:geospatiallibrary:datasetslibrary:dasklibrary:polarslibrary:mlcroissantregion:uslidarremote-sensingneoncanopycompressive-sensing