## 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 0.780 1.141 0.925
2 WRF D-1 0.236 0.788 0.657
3 WRF D-2 -0.547 0.754 0.600
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.230 2.481 2.231
2 WRF D-1 -1.503 2.159 1.662
3 WRF D-2 -2.200 2.635 2.296
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.068 11.667
2 WRF D-1 22.844 18.522
3 WRF D-2 19.143 15.805

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.133 0.922 0.708
2 WRF D-1 -0.750 1.128 0.960
3 WRF D-2 -1.477 1.576 1.477
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.420 3.618 3.423
2 WRF D-1 -3.159 3.488 3.163
3 WRF D-2 -3.414 3.712 3.420
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 14.834 11.466
2 WRF D-1 23.804 19.508
3 WRF D-2 22.595 19.221

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.756 1.112 0.955
2 WRF D-1 0.188 0.843 0.688
3 WRF D-2 -0.527 0.794 0.625
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.948 2.138 2.019
2 WRF D-1 -1.850 2.067 1.931
3 WRF D-2 -1.936 2.141 2.012
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 26.402 24.279
2 WRF D-1 28.840 26.106
3 WRF D-2 29.708 25.755

Time-Series

Temperature (K)

## Warning: Removed 316 rows containing missing values (geom_point).
## Warning: Removed 292 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)