## 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 -0.360 1.068 0.907
2 WRF D-1 -0.854 1.273 0.986
3 WRF D-2 -1.175 1.703 1.490
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.888 2.318 2.050
2 WRF D-1 -1.871 2.318 2.036
3 WRF D-2 -1.362 2.062 1.769
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 16.438 12.613
2 WRF D-1 24.323 16.985
3 WRF D-2 24.879 17.662

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.649 1.397 1.130
2 WRF D-1 -1.770 2.189 1.827
3 WRF D-2 -2.386 2.491 2.386
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.910 3.311 2.975
2 WRF D-1 -2.757 3.211 2.823
3 WRF D-2 -2.470 3.046 2.610
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.395 20.940
2 WRF D-1 25.802 18.677
3 WRF D-2 40.452 32.173

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.058 1.180 1.013
2 WRF D-1 -1.139 1.454 1.264
3 WRF D-2 -1.703 1.845 1.703
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.159 1.705 1.490
2 WRF D-1 -1.153 1.678 1.477
3 WRF D-2 -1.061 1.650 1.471
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 63.635 56.397
2 WRF D-1 56.258 48.711
3 WRF D-2 80.689 69.459

Time-Series

Temperature (K)

## Warning: Removed 210 rows containing missing values (geom_point).
## Warning: Removed 60 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)