## 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 -0.294 1.093 0.793
2 WRF D-1 -0.492 1.008 0.723
3 WRF D-2 -0.065 1.503 1.311
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.170 1.675 1.386
2 WRF D-1 -1.213 1.713 1.417
3 WRF D-2 -1.450 1.841 1.578
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 34.948 21.651
2 WRF D-1 43.471 27.331
3 WRF D-2 37.794 26.364

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.973 1.260 1.029
2 WRF D-1 -1.371 1.657 1.452
3 WRF D-2 -1.333 1.469 1.333
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.737 2.128 1.871
2 WRF D-1 -1.777 2.174 1.905
3 WRF D-2 -1.866 2.282 2.032
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 36.703 25.209
2 WRF D-1 39.752 26.715
3 WRF D-2 38.843 29.450

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.361 0.950 0.784
2 WRF D-1 0.223 0.886 0.633
3 WRF D-2 -0.016 0.838 0.676
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.973 1.467 1.282
2 WRF D-1 -0.981 1.456 1.265
3 WRF D-2 -0.982 1.478 1.301
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.998 39.030
2 WRF D-1 44.641 41.364
3 WRF D-2 34.757 33.120

Time-Series

Temperature (K)

## Warning: Removed 235 rows containing missing values (geom_point).
## Warning: Removed 66 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)