## 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 1.935 2.646 1.977
2 WRF D-1 1.716 1.940 1.765
3 WRF D-2 0.411 1.200 0.902
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.224 1.328 1.061
2 WRF D-1 -0.387 2.114 1.515
3 WRF D-2 -0.440 1.567 1.247
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.072 31.365
2 WRF D-1 63.879 43.148
3 WRF D-2 35.482 28.398

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.438 1.967 1.461
2 WRF D-1 1.419 2.177 1.710
3 WRF D-2 0.077 1.071 0.763
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.959 3.669 3.003
2 WRF D-1 -2.938 3.959 2.991
3 WRF D-2 -3.144 3.869 3.210
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 25.886 16.085
2 WRF D-1 53.649 31.432
3 WRF D-2 27.405 18.126

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.308 2.774 2.308
2 WRF D-1 2.779 3.361 2.818
3 WRF D-2 0.730 1.493 1.194
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.216 2.611 2.340
2 WRF D-1 -2.214 2.622 2.335
3 WRF D-2 -2.161 2.551 2.263
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.820 31.415
2 WRF D-1 87.680 56.562
3 WRF D-2 30.196 20.187

Time-Series

Temperature (K)

## Warning: Removed 97 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)