## 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 -0.479 0.929 0.790
2 WRF D-1 -0.696 0.980 0.705
3 WRF D-2 -0.969 1.750 1.100
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.612 1.107 0.934
2 WRF D-1 -0.758 1.797 1.463
3 WRF D-2 -0.426 1.589 1.239
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 42.646 26.141
2 WRF D-1 63.975 49.837
3 WRF D-2 63.388 51.890

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.429 1.840 1.608
2 WRF D-1 -1.406 1.640 1.416
3 WRF D-2 -1.986 2.475 2.108
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.839 2.058 1.885
2 WRF D-1 -1.709 1.992 1.764
3 WRF D-2 -1.820 2.138 1.890
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 36.791 28.800
2 WRF D-1 49.822 35.611
3 WRF D-2 44.494 35.472

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.224 1.189 0.893
2 WRF D-1 0.605 1.126 0.936
3 WRF D-2 -0.382 1.761 1.398
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.899 1.369 1.238
2 WRF D-1 -0.822 1.284 1.146
3 WRF D-2 -0.832 1.287 1.140
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 93.373 75.776
2 WRF D-1 98.682 78.898
3 WRF D-2 86.104 68.933

Time-Series

Temperature (K)

## Warning: Removed 9 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)