## 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 0.158 0.730 0.579
2 WRF D-1 0.105 0.686 0.556
3 WRF D-2 0.498 1.060 0.764
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.152 1.485 1.284
2 WRF D-1 -1.342 1.709 1.441
3 WRF D-2 -1.348 1.862 1.536
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.535 15.593
2 WRF D-1 17.918 12.930
3 WRF D-2 33.368 26.454

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.738 0.926 0.761
2 WRF D-1 -1.222 1.355 1.231
3 WRF D-2 -0.825 0.977 0.852
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.980 2.217 2.001
2 WRF D-1 -1.853 2.167 1.882
3 WRF D-2 -1.966 2.332 1.992
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.384 20.867
2 WRF D-1 20.243 16.349
3 WRF D-2 26.815 21.336

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.943 1.232 1.073
2 WRF D-1 0.664 0.994 0.893
3 WRF D-2 0.995 1.313 1.048
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.152 1.502 1.340
2 WRF D-1 -1.123 1.461 1.298
3 WRF D-2 -1.131 1.499 1.329
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 34.610 27.770
2 WRF D-1 37.024 29.466
3 WRF D-2 33.441 25.525

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)