Skip to main content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

USDA Logo U.S. Department of Agriculture

Publication Details

Title:
Field plot measures and predictive map products for "Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data" Data publication contains GIS data
Author(s):
Hudak, Andrew T.
Publication Year:
2010
How to Cite:
These data were collected using funding from the U.S. Government and can be used without additional permissions or fees. If you use these data in a publication, presentation, or other research product please use the following citation:
Hudak, Andrew T. 2010. Field plot measures and predictive map products for "Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data". Fort Collins, CO: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. https://doi.org/10.2737/RDS-2010-2012
Abstract:
This data publication contains LiDAR data (for predictor variables) and plot tree data (for response variables) used in the modeling and mapping of species-level basal area and tree density across two diverse coniferous forest landscapes in north-central Idaho.It also contains the Arc/INFO GRID raster maps for both study areas showing predicted species-level basal area and tree density.

Keywords:
k-NN imputation; lidar remote sensing; mapping; random forest; biota; environment; Ecology, Ecosystems, & Environment; Plant ecology; Inventory, Monitoring, & Analysis ; Assessments; Natural Resource Management & Use; Forest management; Idaho
Related publications:
  • Hudak, Andrew T.; Crookston, Nicholas L.; Evans, Jeffrey S.; Hall, David E.; Falkowski, Michael J. 2008. Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data. Remote Sensing of Environment. 112: 2232-2245. https://research.fs.usda.gov/treesearch/pubs/30691
  • Hudak, A.; Crookston, N.; Smith, A.; Gessler, P.; Humes, K.; Morgan, P.; Patterson, D.; Steigers, B. Unpublished material. Integrated Multisensor Remote Sensing and Modeling to Manage Mixed-Conifer Forest Fuels. This Agenda 2020 proposal is available through the data publication download. (/Documents/Agenda2020sequel_proposal.doc or *.pdf) .
  • Hudak, Andrew; Crookston, Nick; Smith, Alistair; Gessler, Paul; Morgan, Penelope; Vierling, Lee; Humes, Karen; Steigers, Brant; McTighe, Jeff. Unpublished material. Integrated Multisensor Remote Sensing and Modeling to Manage Mixed-Conifer Forest Fuels. This Agenda 2020 study plan is available through the data publication download. (/Documents/Agenda2020sequel_studyplan.doc or *.pdf).
  • More (6 total)
Metrics:
Visit count (since 2011): 275
Download count: 24
More details
Data Access:
  • View metadata (HTML)
  • View file index (HTML), which lists all files in this data publication and short description of their contents
  • Download all files below for the complete publication:

Need information about Using our Formats?