## 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 -0.777 1.431 1.247
2 WRF D-1 -0.753 1.446 1.220
3 WRF D-2 -0.068 1.118 0.917
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.527 2.232 1.845
2 WRF D-1 -1.339 2.073 1.651
3 WRF D-2 -0.653 2.098 1.625
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.108 12.124
2 WRF D-1 15.108 11.932
3 WRF D-2 14.686 11.752

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.576 1.960 1.726
2 WRF D-1 -1.670 1.922 1.678
3 WRF D-2 -1.061 1.377 1.119
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -4.166 4.558 4.169
2 WRF D-1 -4.320 4.702 4.324
3 WRF D-2 -3.959 4.257 3.959
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 23.031 17.111
2 WRF D-1 21.885 16.285
3 WRF D-2 17.835 14.091

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.219 1.664 1.499
2 WRF D-1 -1.353 1.632 1.374
3 WRF D-2 -0.731 0.988 0.824
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.107 3.567 3.156
2 WRF D-1 -3.067 3.520 3.120
3 WRF D-2 -2.897 3.344 2.962
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.397 29.572
2 WRF D-1 30.881 27.674
3 WRF D-2 37.984 35.531

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)