Explore · Projects · Writing
A few projects that show the style of LiDAR and mapping work shared throughout this site.
High-precision 3D mapping for infrastructure, supporting engineering and planning with dependable spatial context.
Environmental mapping with LiDAR to document vegetation, terrain, and ecological features in a grounded way.
Detailed 3D modeling and analysis of individual trees using high-resolution point cloud data.
Technical notes on LiDAR workflows, research, and field results
Paper excerpts on forestry LiDAR and registration, plus an AI expansion on measurement through operational shifts.
From Seurat’s pointillism to LiDAR point clouds—human writing on reality capture, then and now.
Merged course write-up with original figures: alpha-shapes, Voronoi densities, and polynomial masks on TLS from the Grinnell grove.
