## 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 -0.733 0.931 0.860
2 WRF D-1 -1.528 1.598 1.528
3 WRF D-2 -2.118 2.148 2.118
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.587 1.845 1.708
2 WRF D-1 -1.130 1.723 1.446
3 WRF D-2 -1.423 1.900 1.676
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.096 18.958
2 WRF D-1 23.321 19.477
3 WRF D-2 21.901 17.454

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.960 2.090 1.960
2 WRF D-1 -2.757 2.854 2.757
3 WRF D-2 -3.455 3.513 3.455
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.248 3.562 3.248
2 WRF D-1 -3.088 3.569 3.088
3 WRF D-2 -3.021 3.431 3.021
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.742 22.475
2 WRF D-1 19.441 15.450
3 WRF D-2 13.762 10.810

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.450 0.934 0.765
2 WRF D-1 -1.233 1.318 1.233
3 WRF D-2 -1.886 1.949 1.886
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.052 2.266 2.106
2 WRF D-1 -2.027 2.260 2.092
3 WRF D-2 -2.063 2.287 2.122
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.463 28.638
2 WRF D-1 26.456 21.671
3 WRF D-2 31.731 28.431

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)