## 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 -1.447 2.078 1.776
2 WRF D-1 -1.637 2.047 1.752
3 WRF D-2 -1.497 2.389 2.124
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.951 2.413 2.053
2 WRF D-1 -2.189 2.651 2.262
3 WRF D-2 -1.712 2.336 1.870
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 16.718 13.175
2 WRF D-1 15.587 12.392
3 WRF D-2 15.812 10.462

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.404 2.443 2.249
2 WRF D-1 -1.500 2.105 1.728
3 WRF D-2 -1.590 2.419 2.004
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.914 3.192 2.929
2 WRF D-1 -2.937 3.282 2.944
3 WRF D-2 -2.380 2.736 2.402
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.945 16.327
2 WRF D-1 26.888 22.926
3 WRF D-2 18.313 15.742

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.874 2.115 1.990
2 WRF D-1 -1.992 2.335 2.070
3 WRF D-2 -2.052 3.068 2.773
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.651 3.018 2.757
2 WRF D-1 -2.641 3.051 2.769
3 WRF D-2 -2.498 2.927 2.623
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.846 30.843
2 WRF D-1 34.735 32.371
3 WRF D-2 40.067 36.436

Time-Series

Temperature (K)

## Warning: Removed 292 rows containing missing values (geom_point).
## Warning: Removed 292 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)