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

Field Value
Notes TLS Fuel-Size Classification 2023
Groups
  • NSF
  • United States
Tags
  • NSF
  • United States
  • fuel segmentation
  • intellimon
  • lidar
  • tls
isopen False
metadata_created 2026-10-30T17:39:04.964243
metadata_modified 2026-10-30T17:39:04.964248
notes 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".
num_resources 4
num_tags 6
title TLS Fuel-Size Classification