## 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 -0.180 0.856 0.676
2 WRF D-1 -1.195 1.847 1.463
3 WRF D-2 -1.293 1.620 1.402
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.027 1.969 1.624
2 WRF D-1 -1.021 2.163 1.767
3 WRF D-2 -1.320 2.190 1.826
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.722 29.154
2 WRF D-1 39.610 29.357
3 WRF D-2 54.133 43.056

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.769 1.211 1.008
2 WRF D-1 -1.675 2.430 1.960
3 WRF D-2 -2.241 2.333 2.241
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.347 2.619 2.364
2 WRF D-1 -2.557 2.790 2.557
3 WRF D-2 -2.384 2.672 2.394
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.522 19.585
2 WRF D-1 30.450 23.177
3 WRF D-2 39.582 27.413

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.468 1.077 0.789
2 WRF D-1 -1.608 1.948 1.633
3 WRF D-2 -1.955 2.187 1.955
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.962 2.280 2.079
2 WRF D-1 -1.961 2.295 2.096
3 WRF D-2 -1.937 2.239 2.040
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.235 25.424
2 WRF D-1 48.795 36.197
3 WRF D-2 34.727 24.138

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)