## 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 -0.073 0.596 0.489
2 WRF D-1 -0.309 1.515 1.291
3 WRF D-2 -0.875 1.302 1.063
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.370 2.130 1.571
2 WRF D-1 -1.366 2.320 1.611
3 WRF D-2 -2.275 3.005 2.385
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.352 13.951
2 WRF D-1 28.874 22.025
3 WRF D-2 38.151 29.243

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.785 1.076 0.893
2 WRF D-1 -1.224 1.925 1.445
3 WRF D-2 -1.673 1.988 1.673
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.059 3.349 3.060
2 WRF D-1 -2.928 3.222 2.930
3 WRF D-2 -3.161 3.447 3.161
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.812 12.626
2 WRF D-1 23.572 18.083
3 WRF D-2 28.216 21.776

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.300 0.722 0.554
2 WRF D-1 -0.038 1.331 1.151
3 WRF D-2 -0.654 1.263 1.047
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.813 2.266 1.995
2 WRF D-1 -1.794 2.233 1.986
3 WRF D-2 -1.873 2.332 2.071
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 61.758 37.491
2 WRF D-1 58.794 35.874
3 WRF D-2 59.519 40.044

Time-Series

Temperature (K)

## Warning: Removed 332 rows containing missing values (geom_point).
## Warning: Removed 332 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)