## 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 1.247 1.687 1.332
2 WRF D-1 1.380 1.756 1.597
3 WRF D-2 1.633 2.003 1.787
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.454 2.145 1.748
2 WRF D-1 -1.663 2.377 1.988
3 WRF D-2 -1.431 2.443 1.939
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.118 18.401
2 WRF D-1 17.581 14.185
3 WRF D-2 25.627 21.130

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.533 1.595 1.303
2 WRF D-1 -0.145 1.015 0.733
3 WRF D-2 -0.620 1.033 0.828
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.310 2.481 2.313
2 WRF D-1 -2.398 2.593 2.402
3 WRF D-2 -2.154 2.347 2.157
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.078 20.790
2 WRF D-1 20.209 16.469
3 WRF D-2 26.516 20.238

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.924 2.423 1.612
2 WRF D-1 1.132 1.732 1.243
3 WRF D-2 1.121 1.949 1.343
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.066 1.626 1.364
2 WRF D-1 -1.144 1.692 1.444
3 WRF D-2 -1.110 1.649 1.406
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 115.611 93.914
2 WRF D-1 106.961 86.481
3 WRF D-2 115.056 94.454

Time-Series

Temperature (K)

## Warning: Removed 19 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)