## 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 -0.018 0.952 0.768
2 WRF D-1 -1.726 2.082 1.726
3 WRF D-2 -2.176 2.526 2.176
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.773 2.260 1.821
2 WRF D-1 -1.345 1.825 1.409
3 WRF D-2 -1.630 2.045 1.661
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 34.381 26.421
2 WRF D-1 29.914 21.226
3 WRF D-2 31.360 23.704

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.464 1.190 0.807
2 WRF D-1 -1.871 2.288 1.871
3 WRF D-2 -2.298 2.682 2.298
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.817 3.208 2.827
2 WRF D-1 -2.552 2.960 2.571
3 WRF D-2 -2.849 3.187 2.857
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.725 23.198
2 WRF D-1 38.153 29.019
3 WRF D-2 38.328 28.311

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.318 0.966 0.723
2 WRF D-1 -1.746 2.029 1.746
3 WRF D-2 -2.249 2.508 2.249
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.003 2.608 2.129
2 WRF D-1 -1.900 2.517 2.066
3 WRF D-2 -1.945 2.531 2.100
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.878 29.450
2 WRF D-1 56.881 44.141
3 WRF D-2 55.224 41.478

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)