An area south of Christchurch, New Zealand which is at risk of coastal erosion was examined with Point Cloud data downloaded from https://doi.org/10.5069/G9Q23XF8

By utilizing the lidR package in the R environment, point cloud data from the LiDAR imagery could be processed to generate 3D visualizations.