## 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 -0.605 1.211 1.017
2 WRF D-1 -0.810 1.237 0.863
3 WRF D-2 -1.648 2.119 1.660
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.448 2.682 2.449
2 WRF D-1 -2.471 2.694 2.474
3 WRF D-2 -2.485 2.737 2.487
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 13.047 10.280
2 WRF D-1 19.198 15.786
3 WRF D-2 13.653 10.977

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.622 1.398 1.123
2 WRF D-1 -0.684 1.204 0.919
3 WRF D-2 -1.742 2.184 1.855
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.882 4.155 3.883
2 WRF D-1 -3.751 4.103 3.753
3 WRF D-2 -3.632 3.952 3.632
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 16.164 13.565
2 WRF D-1 19.028 16.344
3 WRF D-2 18.914 15.953

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.727 1.147 0.933
2 WRF D-1 -0.942 1.408 1.004
3 WRF D-2 -1.749 2.038 1.749
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.492 2.662 2.492
2 WRF D-1 -2.463 2.615 2.463
3 WRF D-2 -2.437 2.588 2.437
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 37.973 30.744
2 WRF D-1 34.372 23.558
3 WRF D-2 37.287 29.514

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)