TLS Fuel-Size Classification

A collection of 38 Terrestrial Laser Scans (TLS) labelled with fuel size classes (1, 10, 100, 1000 hour fuels). Point clouds were initially preprocessed using the IntELiMon pipeline (https://dmsdata.cr.usgs.gov/lidar-monitoring/) and segmentation was performed by expert fire practitioners and undergraduate students.
***For faster download via OSDF, please use (applicable to original polygon files and testing sample):
"wget https://osdf-director.osg-htc.org/ndp/burnpro3d/original_ply.zip", "wget https://osdf-director.osg-htc.org/ndp/burnpro3d/TLS_scans.zip".

Data and Resources

Additional Info

Field Value
Last Updated December 18, 2025, 16:56 (UTC)
Created May 9, 2024, 22:44 (UTC)
Notes TLS Fuel-Size Classification 2023