## 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 0.717 1.195 1.013
2 WRF D-1 0.547 1.574 1.263
3 WRF D-2 0.755 1.367 1.056
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.613 1.213 1.046
2 WRF D-1 0.026 1.242 0.981
3 WRF D-2 0.103 0.985 0.821
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.572 42.080
2 WRF D-1 67.870 51.922
3 WRF D-2 55.826 45.127

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.129 1.718 1.529
2 WRF D-1 -1.506 1.886 1.574
3 WRF D-2 -1.324 2.001 1.698
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.742 2.083 1.894
2 WRF D-1 -1.427 1.809 1.626
3 WRF D-2 -1.377 1.775 1.594
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.341 44.136
2 WRF D-1 45.011 38.338
3 WRF D-2 58.886 47.490

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.574 1.909 1.596
2 WRF D-1 0.888 1.563 1.431
3 WRF D-2 0.926 1.803 1.499
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.553 1.053 0.962
2 WRF D-1 -0.487 1.030 0.963
3 WRF D-2 -0.478 1.029 0.965
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 64.621 50.651
2 WRF D-1 61.112 51.219
3 WRF D-2 57.482 49.718

Time-Series

Temperature (K)

## Warning: Removed 22 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)