## Warning in rgl.init(initValue, onlyNULL): RGL: unable to open X11 display
## Warning: 'rgl.init' failed, running with 'rgl.useNULL = TRUE'.

Forecast Hour Evaluation for JFK

JFK - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.152 2.139 1.828
2 WRF D-1 -0.330 2.073 1.853
3 WRF D-2 -0.893 1.882 1.570
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.575 2.822 2.575
2 WRF D-1 -1.361 2.007 1.504
3 WRF D-2 -1.403 2.030 1.665
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 10.770 8.387
2 WRF D-1 31.891 23.080
3 WRF D-2 16.806 13.203

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.270 1.515 1.204
2 WRF D-1 -0.467 1.605 1.376
3 WRF D-2 -0.518 1.571 1.327
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.334 2.571 2.372
2 WRF D-1 -2.166 2.445 2.211
3 WRF D-2 -1.853 2.219 1.902
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.952 17.998
2 WRF D-1 36.365 25.304
3 WRF D-2 28.145 21.230

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.071 1.201 0.988
2 WRF D-1 -0.346 1.630 1.385
3 WRF D-2 -0.311 1.451 1.304
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.691 2.068 1.817
2 WRF D-1 -1.638 2.017 1.763
3 WRF D-2 -1.569 1.942 1.697
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 60.076 37.362
2 WRF D-1 62.188 42.587
3 WRF D-2 61.562 38.470

Time-Series

Temperature (K)

## Warning: Removed 292 rows containing missing values (geom_point).
## Warning: Removed 292 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)