## 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 0.476 0.795 0.673
2 WRF D-1 0.155 0.614 0.519
3 WRF D-2 -0.639 0.892 0.725
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.767 2.099 1.815
2 WRF D-1 -1.934 2.296 1.983
3 WRF D-2 -2.350 2.799 2.412
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 12.469 9.899
2 WRF D-1 11.739 8.985
3 WRF D-2 23.949 18.264

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.165 0.987 0.827
2 WRF D-1 -0.338 1.224 1.060
3 WRF D-2 -1.200 1.679 1.441
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.969 3.212 2.969
2 WRF D-1 -2.953 3.229 2.953
3 WRF D-2 -3.112 3.444 3.112
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.008 16.663
2 WRF D-1 22.213 17.576
3 WRF D-2 28.762 20.357

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.242 0.786 0.617
2 WRF D-1 0.163 0.790 0.631
3 WRF D-2 -0.694 1.075 0.925
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.132 1.791 1.510
2 WRF D-1 -1.128 1.791 1.467
3 WRF D-2 -1.166 1.876 1.567
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.794 30.408
2 WRF D-1 49.763 33.600
3 WRF D-2 57.505 45.458

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)