## 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 0.191 1.086 0.880
2 WRF D-1 -0.667 1.181 0.934
3 WRF D-2 -0.445 1.381 1.241
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.761 2.401 2.069
2 WRF D-1 -2.078 2.553 2.226
3 WRF D-2 -2.322 2.810 2.462
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.317 20.765
2 WRF D-1 24.363 20.085
3 WRF D-2 21.448 17.177

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.143 1.125 0.962
2 WRF D-1 -1.119 1.356 1.138
3 WRF D-2 -0.953 1.699 1.473
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.706 3.951 3.706
2 WRF D-1 -3.873 4.079 3.873
3 WRF D-2 -4.023 4.224 4.023
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.718 16.763
2 WRF D-1 19.201 16.654
3 WRF D-2 19.812 17.666

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.499 0.994 0.853
2 WRF D-1 -1.326 1.559 1.326
3 WRF D-2 -1.043 1.850 1.682
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.688 2.931 2.767
2 WRF D-1 -2.750 2.994 2.840
3 WRF D-2 -2.750 3.007 2.832
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.740 31.856
2 WRF D-1 30.698 28.690
3 WRF D-2 29.272 27.401

Time-Series

Temperature (K)

## Warning: Removed 276 rows containing missing values (geom_point).
## Warning: Removed 188 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)