## 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 0.867 1.743 1.215
2 WRF D-1 -0.088 1.569 1.342
3 WRF D-2 -1.040 2.545 2.172
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.146 1.797 1.418
2 WRF D-1 -1.358 1.791 1.520
3 WRF D-2 -1.360 2.043 1.641
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.173 14.717
2 WRF D-1 26.201 20.416
3 WRF D-2 23.037 17.908

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.852 2.290 1.885
2 WRF D-1 0.096 1.672 1.490
3 WRF D-2 -1.920 2.557 2.355
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.152 3.469 3.160
2 WRF D-1 -3.791 4.148 3.792
3 WRF D-2 -3.162 3.654 3.195
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.905 17.663
2 WRF D-1 36.890 27.911
3 WRF D-2 31.470 22.002

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.279 3.603 2.709
2 WRF D-1 1.652 2.710 2.348
3 WRF D-2 0.102 3.010 2.774
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.681 2.983 2.736
2 WRF D-1 -2.803 3.115 2.857
3 WRF D-2 -2.797 3.111 2.849
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.829 17.082
2 WRF D-1 37.519 29.671
3 WRF D-2 21.756 15.280

Time-Series

Temperature (K)

## Warning: Removed 193 rows containing missing values (geom_point).
## Warning: Removed 66 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)