## 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 -0.446 1.068 0.821
2 WRF D-1 -1.184 1.877 1.536
3 WRF D-2 -0.787 2.496 2.212
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.150 3.610 3.265
2 WRF D-1 -3.155 3.594 3.229
3 WRF D-2 -2.414 3.537 3.074
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.017 11.974
2 WRF D-1 26.540 17.721
3 WRF D-2 62.220 42.581

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.670 1.298 1.153
2 WRF D-1 -1.521 1.812 1.521
3 WRF D-2 -1.652 2.110 1.915
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.264 3.662 3.344
2 WRF D-1 -3.249 3.623 3.302
3 WRF D-2 -2.825 3.527 3.084
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.701 21.259
2 WRF D-1 57.326 36.979
3 WRF D-2 54.005 32.437

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.082 0.811 0.616
2 WRF D-1 -0.948 1.276 1.008
3 WRF D-2 -1.224 1.571 1.326
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.659 2.004 1.815
2 WRF D-1 -1.553 1.897 1.746
3 WRF D-2 -1.433 1.795 1.617
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.919 37.206
2 WRF D-1 35.083 32.572
3 WRF D-2 29.649 25.270

Time-Series

Temperature (K)

## Warning: Removed 148 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)