OpenForest4D Computational Notebooks
- CHM_lidar_pc_lidR_v1.ipynb - This R notebook processes airborne using the lidR package to generate essential forestry and ecology products. The workflow produces Canopy Height Models (CHM), smoothed CHMs, gridded canopy metrics, individual tree detections with convex hulls, and crown-level measurements.
OpenForest4D is funded by NSF awards 2409885, 2409886 & 2409887.