## 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 -0.090 0.842 0.642
2 WRF D-1 0.051 1.125 1.012
3 WRF D-2 0.165 0.817 0.697
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.954 2.507 2.179
2 WRF D-1 -2.278 2.610 2.336
3 WRF D-2 -1.931 2.223 1.971
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.694 12.460
2 WRF D-1 17.893 15.119
3 WRF D-2 16.392 12.413

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.475 1.173 0.946
2 WRF D-1 -0.480 1.738 1.539
3 WRF D-2 -0.401 1.272 1.029
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.335 3.723 3.348
2 WRF D-1 -3.345 3.674 3.356
3 WRF D-2 -3.212 3.549 3.218
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.571 18.413
2 WRF D-1 23.821 19.089
3 WRF D-2 20.515 17.105

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.041 0.982 0.801
2 WRF D-1 0.279 1.417 1.237
3 WRF D-2 0.263 1.100 0.894
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.429 2.747 2.429
2 WRF D-1 -2.494 2.804 2.494
3 WRF D-2 -2.470 2.794 2.470
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.120 17.912
2 WRF D-1 23.859 18.392
3 WRF D-2 24.203 18.511

Time-Series

Temperature (K)

## Warning: Removed 312 rows containing missing values (geom_point).
## Warning: Removed 312 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)