MoscowMtStJoe {yaImpute} | R Documentation |
Moscow Mountain and St. Joe Woodlands (Idaho, USA) Tree and LiDAR Data
Description
Data used to compare the utility of discrete-return light detection
and ranging (LiDAR) data and multispectral satellite imagery, and their
integration, for modeling and mapping basal area and tree density across
two diverse coniferous forest landscapes in north-central Idaho, USA.
Usage
data(MoscowMtStJoe)
Format
A data frame with 165 rows and 64 columns:
Ground based measurements of trees:
ABGR\_BA
- Basal area (m^2/ha) of ABGR
ABLA\_BA
- Basal area (m^2/ha) of ABLA
ACGL\_BA
- Basal area (m^2/ha) of ACGL
BEOC\_BA
- Basal area (m^2/ha) of BEOC
LAOC\_BA
- Basal area (m^2/ha) of LAOC
PICO\_BA
- Basal area (m^2/ha) of PICO
PIEN\_BA
- Basal area (m^2/ha) of PIEN
PIMO\_BA
- Basal area (m^2/ha) of PIMO
PIPO\_BA
- Basal area (m^2/ha) of PIPO
POBA\_BA
- Basal area (m^2/ha) of POBA
POTR\_BA
- Basal area (m^2/ha) of POTR
PSME\_BA
- Basal area (m^2/ha) of PSME
SAEX\_BA
- Basal area (m^2/ha) of SAEX
THPL\_BA
- Basal area (m^2/ha) of THPL
TSHE\_BA
- Basal area (m^2/ha) of TSHE
TSME\_BA
- Basal area (m^2/ha) of TSME
UNKN\_BA
- Basal area (m^2/ha) of unknown species
Total\_BA
- Basal area (m^2/ha) total over all species
ABGR\_TD
- Trees per ha of ABGR
ABLA\_TD
- Trees per ha of ABLA
ACGL\_TD
- Trees per ha of ACGL
BEOC\_TD
- Trees per ha of BEOC
LAOC\_TD
- Trees per ha of LAOC
PICO\_TD
- Trees per ha of PICO
PIEN\_TD
- Trees per ha of PIEN
PIMO\_TD
- Trees per ha of PIMO
PIPO\_TD
- Trees per ha of PIPO
POBA\_TD
- Trees per ha of POBA
POTR\_TD
- Trees per ha of POTR
PSME\_TD
- Trees per ha of PSME
SAEX\_TD
- Trees per ha of SAEX
THPL\_TD
- Trees per ha of THPL
TSHE\_TD
- Trees per ha of TSHE
TSME\_TD
- Trees per ha of TSME
UNKN\_TD
- Trees per ha of unknown species
Total\_TD
- Trees per ha total over all species
Geographic Location, Slope and Aspect:
EASTING
- UTM (Zone 11) easting at plot center
NORTHING
- UTM (Zone 11) northing at plot center
ELEVATION
- Mean elevation (m) above sea level over plot
SLPMEAN
- Mean slope (percent) over plot
ASPMEAN
- Mean aspect (degrees) over plot
Advanced Land Imager (ALI):
B1MEAN
- Mean of 30 m ALI band 1 pixels intersecting plot
B2MEAN
- Mean of 30 m ALI band 2 pixels intersecting plot
B3MEAN
- Mean of 30 m ALI band 3 pixels intersecting plot
B4MEAN
- Mean of 30 m ALI band 4 pixels intersecting plot
B5MEAN
- Mean of 30 m ALI band 5 pixels intersecting plot
B6MEAN
- Mean of 30 m ALI band 6 pixels intersecting plot
B7MEAN
- Mean of 30 m ALI band 7 pixels intersecting plot
B8MEAN
- Mean of 30 m ALI band 8 pixels intersecting plot
B9MEAN
- Mean of 30 m ALI band 9 pixels intersecting plot
PANMEAN
- Mean of 10 m PAN band pixels intersecting plot
PANSTD
- Standard deviation of 10 m PAN band pixels intersecting plot
LiDAR Intensity:
INTMEAN
- Mean of 2 m intensity pixels intersecting plot
INTSTD
- Standard deviation of 2 m intensity pixels intersecting plot
INTMIN
- Minimum of 2 m intensity pixels intersecting plot
INTMAX
- Maximum of 2 m intensity pixels intersecting plot
LiDAR Height:
HTMEAN
- Mean of 6 m height pixels intersecting plot
HTSTD
- Standard deviation of 6 m height pixels intersecting plot
HTMIN
- Minimum of 6 m height pixels intersecting plot
HTMAX
- Maximum of 6 m height pixels intersecting plot
LiDAR Canopy Cover:
CCMEAN
- Mean of 6 m canopy cover pixels intersecting plot
CCSTD
- Standard deviation of 6 m canopy cover pixels intersecting plot
CCMIN
- Minimum of 6 m canopy cover pixels intersecting plot
CCMAX
- Maximum of 6 m canopy cover pixels intersecting plot
Source
Dr. Andrew T. Hudak
USDA Forest Service
Rocky Mountain Research Station
1221 South Main
Moscow, Idaho, USA 83843
References
Hudak, A.T.; Crookston, N.L.; Evans, J.S.; Falkowski, M.J.; Smith,
A.M.S.; Gessler, P.E.; Morgan, P. (2006). Regression modeling and mapping
of coniferous forest basal area and tree density from discrete-return
lidar and multispectral satellite data. Can. J. Remote Sensing.
32(2):126-138. http://www.treesearch.fs.fed.us/pubs/24612
[Package
yaImpute version 1.0-8
Index]