## 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 0.061 0.980 0.749
2 WRF D-1 -0.611 1.940 1.581
3 WRF D-2 -0.843 1.366 1.056
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.381 2.022 1.652
2 WRF D-1 -0.615 1.495 1.229
3 WRF D-2 -1.020 1.475 1.196
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.892 23.587
2 WRF D-1 35.586 28.721
3 WRF D-2 28.818 21.774

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.795 2.103 1.858
2 WRF D-1 1.567 1.998 1.654
3 WRF D-2 1.182 1.842 1.501
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.696 3.011 2.696
2 WRF D-1 -2.494 2.910 2.497
3 WRF D-2 -2.666 3.063 2.668
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.907 26.282
2 WRF D-1 57.136 38.380
3 WRF D-2 54.622 40.296

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.947 1.307 0.983
2 WRF D-1 0.628 1.001 0.799
3 WRF D-2 0.619 1.223 0.938
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.440 2.008 1.752
2 WRF D-1 -1.350 1.947 1.720
3 WRF D-2 -1.403 1.971 1.722
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 70.536 50.477
2 WRF D-1 80.536 63.680
3 WRF D-2 83.043 68.130

Time-Series

Temperature (K)

## Warning: Removed 242 rows containing missing values (geom_point).
## Warning: Removed 35 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)