## 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 0.350 1.656 1.465
2 WRF D-1 0.783 1.842 1.384
3 WRF D-2 1.483 2.253 1.760
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.127 2.583 2.254
2 WRF D-1 -2.263 2.680 2.351
3 WRF D-2 -3.276 3.602 3.288
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.101 15.993
2 WRF D-1 25.525 15.749
3 WRF D-2 42.218 28.447

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.884 1.884 1.577
2 WRF D-1 -0.587 1.686 1.543
3 WRF D-2 -0.160 1.268 1.115
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.725 4.297 3.768
2 WRF D-1 -4.009 4.571 4.046
3 WRF D-2 -4.466 4.969 4.491
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.835 15.075
2 WRF D-1 86.936 60.248
3 WRF D-2 86.290 60.248

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.798 1.693 1.518
2 WRF D-1 0.656 1.309 1.055
3 WRF D-2 1.059 1.436 1.148
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.669 2.897 2.669
2 WRF D-1 -2.716 2.965 2.716
3 WRF D-2 -2.741 2.971 2.741
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.519 31.840
2 WRF D-1 39.837 36.375
3 WRF D-2 67.335 55.380

Time-Series

Temperature (K)

## Warning: Removed 320 rows containing missing values (geom_point).
## Warning: Removed 320 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)