## 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 0.030 1.422 1.073
2 WRF D-1 -0.165 1.189 1.033
3 WRF D-2 0.453 0.906 0.774
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.571 2.296 1.852
2 WRF D-1 -1.924 2.459 2.028
3 WRF D-2 -1.953 2.391 2.006
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 45.621 30.425
2 WRF D-1 47.048 35.569
3 WRF D-2 37.452 30.270

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.466 1.782 1.116
2 WRF D-1 -0.315 1.284 0.992
3 WRF D-2 -0.078 1.305 1.014
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.811 2.129 1.887
2 WRF D-1 -2.094 2.440 2.164
3 WRF D-2 -2.174 2.527 2.223
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 30.167 22.272
2 WRF D-1 34.364 28.404
3 WRF D-2 37.273 29.275

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.834 1.769 1.205
2 WRF D-1 -0.257 1.027 0.763
3 WRF D-2 -0.141 1.122 0.864
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.380 1.866 1.627
2 WRF D-1 -1.418 1.903 1.667
3 WRF D-2 -1.368 1.863 1.620
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.774 34.948
2 WRF D-1 56.409 40.144
3 WRF D-2 61.711 46.420

Time-Series

Temperature (K)

## Warning: Removed 420 rows containing missing values (geom_point).
## Warning: Removed 420 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)