## 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 0.094 0.873 0.700
2 WRF D-1 -1.619 2.297 1.836
3 WRF D-2 -2.966 3.202 2.966
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.753 2.189 1.787
2 WRF D-1 -1.955 2.511 2.030
3 WRF D-2 -1.743 2.305 1.854
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.238 16.223
2 WRF D-1 23.586 18.305
3 WRF D-2 31.243 24.489

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.005 1.348 0.984
2 WRF D-1 -1.980 2.574 2.119
3 WRF D-2 -3.188 3.422 3.188
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.847 2.102 1.886
2 WRF D-1 -1.971 2.257 1.993
3 WRF D-2 -1.881 2.119 1.908
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.280 30.953
2 WRF D-1 51.927 37.592
3 WRF D-2 44.360 36.484

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.393 1.238 1.028
2 WRF D-1 -1.550 2.237 1.798
3 WRF D-2 -2.824 3.016 2.824
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.877 1.383 1.222
2 WRF D-1 -0.869 1.370 1.209
3 WRF D-2 -0.817 1.348 1.189
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 81.939 63.313
2 WRF D-1 81.598 63.663
3 WRF D-2 76.091 58.428

Time-Series

Temperature (K)

## Warning: Removed 268 rows containing missing values (geom_point).
## Warning: Removed 206 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)