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.
