## 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 0.063 1.432 1.163
2 WRF D-1 -0.280 1.145 0.933
3 WRF D-2 -0.539 1.180 0.985
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.290 1.736 1.517
2 WRF D-1 -1.396 1.855 1.618
3 WRF D-2 -1.306 1.781 1.494
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 16.750 12.683
2 WRF D-1 21.822 15.922
3 WRF D-2 17.896 14.198

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.732 1.114 0.952
2 WRF D-1 -0.986 1.217 1.007
3 WRF D-2 -1.607 1.704 1.607
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.991 2.193 2.000
2 WRF D-1 -1.974 2.191 1.984
3 WRF D-2 -1.863 2.109 1.885
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.839 21.527
2 WRF D-1 20.732 17.366
3 WRF D-2 22.231 17.514

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.005 1.400 1.137
2 WRF D-1 0.810 1.099 0.984
3 WRF D-2 0.490 0.887 0.734
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.158 1.509 1.351
2 WRF D-1 -1.162 1.529 1.360
3 WRF D-2 -1.135 1.502 1.334
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 44.109 41.224
2 WRF D-1 46.428 43.830
3 WRF D-2 44.665 40.935

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)