## 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 0.125 0.886 0.744
2 WRF D-1 -0.904 1.263 0.973
3 WRF D-2 -0.800 1.116 0.891
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.678 1.993 1.735
2 WRF D-1 -0.969 1.501 1.161
3 WRF D-2 -1.142 1.682 1.340
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.872 13.262
2 WRF D-1 16.395 12.117
3 WRF D-2 17.186 13.511

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.992 1.469 1.160
2 WRF D-1 -2.280 2.474 2.280
3 WRF D-2 -2.185 2.373 2.185
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.944 3.150 2.944
2 WRF D-1 -2.605 2.805 2.605
3 WRF D-2 -2.736 2.934 2.736
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.228 15.901
2 WRF D-1 15.752 12.693
3 WRF D-2 14.225 10.935

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.581 1.088 0.882
2 WRF D-1 -0.461 1.136 0.920
3 WRF D-2 -0.596 1.142 0.945
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.211 2.350 2.211
2 WRF D-1 -2.167 2.305 2.167
3 WRF D-2 -2.163 2.312 2.163
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 30.730 20.704
2 WRF D-1 24.029 18.870
3 WRF D-2 18.633 15.233

Time-Series

Temperature (K)

## Warning: Removed 262 rows containing missing values (geom_point).
## Warning: Removed 186 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)