## 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 -0.775 2.565 2.149
2 WRF D-1 -1.542 2.323 1.937
3 WRF D-2 -0.952 1.760 1.478
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.264 3.710 3.285
2 WRF D-1 -2.900 3.323 2.945
3 WRF D-2 -2.665 2.904 2.671
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.268 17.686
2 WRF D-1 32.192 24.180
3 WRF D-2 48.650 31.532

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.146 2.340 1.930
2 WRF D-1 -1.976 2.857 2.287
3 WRF D-2 -2.523 2.717 2.523
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.460 2.685 2.460
2 WRF D-1 -2.577 2.783 2.577
3 WRF D-2 -2.687 2.878 2.687
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.231 21.850
2 WRF D-1 28.680 22.218
3 WRF D-2 82.349 64.711

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.925 3.268 2.256
2 WRF D-1 -2.231 3.143 2.420
3 WRF D-2 -1.667 2.169 1.723
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.507 1.837 1.603
2 WRF D-1 -1.547 1.874 1.638
3 WRF D-2 -1.661 2.011 1.746
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 61.717 36.193
2 WRF D-1 59.987 36.102
3 WRF D-2 113.126 98.111

Time-Series

Temperature (K)

## Warning: Removed 273 rows containing missing values (geom_point).
## Warning: Removed 233 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)