## 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 -1.820 2.218 1.882
2 WRF D-1 -2.077 2.322 2.140
3 WRF D-2 -2.716 2.896 2.716
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.389 2.847 2.538
2 WRF D-1 -2.604 2.994 2.695
3 WRF D-2 -2.967 3.549 3.259
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 12.008 8.783
2 WRF D-1 19.529 13.157
3 WRF D-2 22.597 15.921

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.033 1.771 1.532
2 WRF D-1 -1.291 1.819 1.626
3 WRF D-2 -2.140 2.300 2.140
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -5.526 5.778 5.528
2 WRF D-1 -5.748 5.981 5.751
3 WRF D-2 -5.899 6.167 5.901
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.207 18.728
2 WRF D-1 41.134 24.590
3 WRF D-2 32.376 25.987

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.122 1.411 1.194
2 WRF D-1 -0.176 1.453 1.260
3 WRF D-2 -1.751 2.083 1.788
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.173 3.646 3.234
2 WRF D-1 -3.203 3.660 3.245
3 WRF D-2 -3.225 3.682 3.287
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.168 29.971
2 WRF D-1 50.589 31.224
3 WRF D-2 27.055 21.930

Time-Series

Temperature (K)

## Warning: Removed 340 rows containing missing values (geom_point).
## Warning: Removed 340 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)