Data
Structure from Motion Photogrammetry
Structure from Motion (SfM) photogrammetry data from small unoccupied aerial systems (sUAS), i.e. drones, were collected as part of this project over a limited extents in Area 3 and Seven Springs.
Visualizations
Aerial lidar
Occupied aircraft Light Detection and Range (lidar) data from the United States Geological Survey (USGS) 3DEP program were collected in 2016 and 2018. These data are available via USGS 3DEP Entwine Portal, USGS National Map, and FTP
Lidar data were collected by United States Forest Service (USFS) Collaborative Forest Landscape Restoration Program in 2012 and are available upon request to the USFS Region 3 GIS Office.
Earlier research lidar data from 2012 and 2010 collected by the National Science Foundation are available from OpenTopography.org
Visualizations
Open Source Software
Lidar Processing
Raster Processing
R Language
Python Language
Commercial Software
SfM Processing
GIS Processing
