## 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 0.646 1.193 0.873
2 WRF D-1 0.141 1.172 1.003
3 WRF D-2 -0.006 1.199 1.020
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.012 2.220 1.742
2 WRF D-1 -1.388 2.299 1.828
3 WRF D-2 -1.415 2.325 1.821
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.207 22.157
2 WRF D-1 27.061 17.712
3 WRF D-2 32.551 22.154

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.187 1.794 1.572
2 WRF D-1 -0.657 1.899 1.750
3 WRF D-2 -0.908 1.886 1.699
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.390 2.864 2.443
2 WRF D-1 -2.606 2.973 2.623
3 WRF D-2 -2.617 3.007 2.640
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.240 23.866
2 WRF D-1 26.000 17.824
3 WRF D-2 31.530 20.164

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.142 1.911 1.441
2 WRF D-1 1.018 1.978 1.295
3 WRF D-2 0.886 2.010 1.378
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.312 2.201 1.854
2 WRF D-1 -1.341 2.124 1.744
3 WRF D-2 -1.346 2.144 1.757
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 94.758 78.499
2 WRF D-1 82.592 69.659
3 WRF D-2 76.701 57.576

Time-Series

Temperature (K)

## Warning: Removed 155 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)