install.packages("yaImpute")
library(yaImpute)Installing package into '/home/nbcommon/R'
(as 'lib' is unspecified)
data(TallyLake)- TopHt Height of tallest trees (ft)
- LnVolL Log of the volume (f t3/acre) of western larch
- LnVolDF Log of the volume (f t3/acre) of Douglas-fir
- LnVolLP Log of the volume (f t3/acre) of lodgepole pine
- LnVolES Log of the volume (f t3/acre) of Engelmann spruce
- LnVolAF Log of the volume (f t3/acre) of alpine fir
- LnVolPP Log of the volume (f t3/acre) of ponderosa pine
- CCover Canopy cover (percent)
- utmx UTM easting at plot center
- utmy UTM northing at plot center
- elevm Mean elevation (ft) above sea level over plot
- eevsqrd (elevm − 1600)2
- slopem Mean slope (percent) over plot
- slpcosaspmMean of slope (proportion) times the cosine of aspect (see Stage (1976) for description of this transformation)
- slpsinaspmMean of slope (proportion) times the sine of aspect
- ctim Mean of slope curviture over pixels in stand
- tmb1m Mean of LandSat band 1 over pixels in stand
- tmb2m Mean of LandSat band 2 over pixels in stand
- tmb3m Mean of LandSat band 3 over pixels in stand
- tmb4m Mean of LandSat band 4 over pixels in stand
- tmb5m Mean of LandSat band 5 over pixels in stand
- tmb6m Mean of LandSat band 6 over pixels in stand
- durm Mean of light duration over pixels in stand
- insom Mean of solar insolation over pixels in stand
- msavim Mean of AVI for pixels in stand
- ndvim Mean of NDVI for pixels in stand
- crvm Mean of slope curviture for pixels in stand
- tancrvm Mean of tangent curvature for pixels in stand
- tancrvsd Standard deviation of tangent curvature for pixels in stand
head(TallyLake)| TopHt | LnVolL | LnVolDF | LnVolLP | LnVolES | LnVolAF | LnVolPP | CCover | ctim | elevm | ... | tmb6m | durm | insom | utmx | utmy | msavim | ndvim | crvm | tancrvm | tancrvsd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100810010001 | 38 | 2.989211 | 3.230014 | 6.550766 | 1.321756 | 0.000000 | 0 | 56 | 2.337 | 1055.099 | ... | 26.995 | 3834.971 | 1091455 | 237324.2 | 5372317 | 54.091 | 41.005 | 32.688 | 47.893 | 12.184 |
| 100810010010 | 28 | 3.438814 | 4.207971 | 5.498561 | 3.947969 | 3.881976 | 0 | 72 | 1.712 | 961.795 | ... | 32.988 | 3979.433 | 1135193 | 238273.8 | 5375102 | 56.251 | 43.006 | 36.737 | 60.215 | 14.304 |
| 100810010013 | 87 | 7.189296 | 6.850613 | 6.131531 | 6.631396 | 4.947269 | 0 | 58 | 0.695 | 970.778 | ... | 23.938 | 3991.562 | 1156310 | 238555.9 | 5375048 | 53.604 | 39.104 | 31.271 | 45.604 | 12.649 |
| 100810010017 | 71 | 6.242048 | 4.378270 | 8.030862 | 3.976499 | 0.000000 | 0 | 58 | 1.376 | 993.172 | ... | 32.572 | 4039.054 | 1152221 | 238524.2 | 5374100 | 56.069 | 42.596 | 36.360 | 57.576 | 11.614 |
| 100810010018 | 36 | 4.245061 | 4.255471 | 7.835073 | 0.000000 | 0.000000 | 0 | 94 | 1.421 | 1138.569 | ... | 27.078 | 4070.330 | 1194140 | 238541.0 | 5371568 | 53.835 | 41.379 | 33.330 | 50.767 | 6.374 |
| 100810010019 | 25 | 0.000000 | 0.000000 | 6.100745 | 0.000000 | 0.000000 | 0 | 69 | 1.544 | 984.898 | ... | 30.292 | 4077.833 | 1167056 | 238709.8 | 5374420 | 55.000 | 41.792 | 35.375 | 54.542 | 5.888 |
dim(TallyLake)- 847
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