## 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 -1.054 1.554 1.429
2 WRF D-1 -1.894 2.069 1.894
3 WRF D-2 -2.088 2.285 2.111
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.761 2.153 1.868
2 WRF D-1 -1.694 2.089 1.795
3 WRF D-2 -1.463 1.805 1.578
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.606 17.054
2 WRF D-1 23.387 18.366
3 WRF D-2 29.542 24.853

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.067 2.325 2.067
2 WRF D-1 -2.750 2.960 2.750
3 WRF D-2 -3.205 3.358 3.205
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.334 3.521 3.334
2 WRF D-1 -3.422 3.641 3.422
3 WRF D-2 -2.982 3.221 2.982
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.325 12.516
2 WRF D-1 21.564 17.069
3 WRF D-2 17.900 14.984

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.608 1.267 1.071
2 WRF D-1 -1.242 1.427 1.274
3 WRF D-2 -1.683 1.786 1.683
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.313 1.658 1.477
2 WRF D-1 -1.299 1.653 1.454
3 WRF D-2 -1.208 1.602 1.414
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.217 36.338
2 WRF D-1 38.671 36.448
3 WRF D-2 41.506 39.990

Time-Series

Temperature (K)

## Warning: Removed 280 rows containing missing values (geom_point).
## Warning: Removed 280 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)