This data set contains 9167 records of different species of live trees for 345 sampled forested plots measured in 2015.
data("COforest")A data frame with 9167 observations on the following 19 variables.
PLT_CNUnique identifier of plot
STATECDState code using Bureau of Census Federal Information Processing Standards (FIPS)
COUNTYCDCounty code (FIPS)
ELEV_PUBLICElevation (ft) extracted spatially using LON_PUBLIC/LAT_PUBLIC
LON_PUBLICFuzzed longitude in decimal degrees using NAD83 datum
LAT_PUBLICFuzzed latitude in decimal degrees using NAD83 datum
ASPECTa numeric vector
SLOPEa numeric vector
SUBPSubplot number
TREETree number within subplot
STATUSCDTree status (0:no status; 1:live tree; 2:dead tree; 3:removed)
SPCDSpecies code
DIACurrent diameter (in)
HTTotal height (ft): estimated when broken or missing
ACTUALHTActual height (ft): measured standing or down
HTCDHeight method code (1:measured; 2:actual measured-length estimated; 3:actual and length estimated; 4:modeled
TREECLCDTree class code (2:growing-stock; 3:rough cull; 4:rotten cull)
CRCompacted crown ratio (percentage)
CCLCDCrown class (1:open grown; 2:domimant; 3:co-dominant; 4:intermediate; 5:overtopped)
X. Liao and M. Meyer (2019). Estimation and Inference in Mixed-Effect Regression Models using Shape Constraints, with Application to Tree Height Estimation. (to appear in Journal of the Royal Statistical Society. Series C: Applied Statistics)