## 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 -1.001 1.453 1.186
2 WRF D-1 -1.525 2.261 1.897
3 WRF D-2 -2.002 2.646 2.291
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.588 4.445 3.893
2 WRF D-1 -3.407 4.309 3.739
3 WRF D-2 -3.411 4.437 3.748
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.136 14.282
2 WRF D-1 27.384 18.226
3 WRF D-2 25.173 19.057

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.828 1.518 1.266
2 WRF D-1 -0.996 2.506 2.256
3 WRF D-2 -1.749 2.791 2.521
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -5.086 5.835 5.132
2 WRF D-1 -4.991 5.839 5.082
3 WRF D-2 -4.947 5.755 5.018
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.497 22.874
2 WRF D-1 30.852 20.767
3 WRF D-2 36.512 27.223

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.503 1.241 1.065
2 WRF D-1 -0.647 2.269 2.056
3 WRF D-2 -1.496 2.421 2.074
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.678 3.021 2.712
2 WRF D-1 -2.602 2.985 2.664
3 WRF D-2 -2.657 3.030 2.728
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.404 25.240
2 WRF D-1 36.994 28.144
3 WRF D-2 51.184 38.377

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)