## 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 -0.369 0.651 0.525
2 WRF D-1 -0.840 1.840 1.597
3 WRF D-2 -1.280 2.679 2.324
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.024 2.599 2.089
2 WRF D-1 -1.997 2.671 2.159
3 WRF D-2 -1.594 2.273 1.766
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.718 25.037
2 WRF D-1 36.688 28.407
3 WRF D-2 35.163 25.792

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.506 1.364 1.183
2 WRF D-1 -1.393 2.337 1.950
3 WRF D-2 -1.863 3.149 2.603
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.916 3.465 2.988
2 WRF D-1 -2.507 2.974 2.578
3 WRF D-2 -2.317 2.815 2.433
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 49.101 36.048
2 WRF D-1 34.414 25.579
3 WRF D-2 30.091 21.971

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.820 1.603 1.233
2 WRF D-1 0.120 1.961 1.789
3 WRF D-2 -0.365 2.613 2.456
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.990 1.654 1.400
2 WRF D-1 -0.930 1.574 1.346
3 WRF D-2 -0.905 1.565 1.359
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 79.768 62.222
2 WRF D-1 47.374 40.010
3 WRF D-2 38.486 34.915

Time-Series

Temperature (K)

## Warning: Removed 69 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)