## 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 0.380 0.969 0.720
2 WRF D-1 0.376 1.173 0.939
3 WRF D-2 0.813 1.358 1.119
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.487 2.401 1.920
2 WRF D-1 -0.023 3.171 2.574
3 WRF D-2 1.054 3.833 2.970
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.776 27.278
2 WRF D-1 37.654 28.898
3 WRF D-2 64.278 47.425

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.572 1.107 0.880
2 WRF D-1 1.097 1.766 1.355
3 WRF D-2 1.940 2.383 2.002
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -5.186 5.554 5.190
2 WRF D-1 -4.636 5.206 4.678
3 WRF D-2 -4.394 5.154 4.654
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 42.492 27.472
2 WRF D-1 57.277 41.811
3 WRF D-2 74.104 57.901

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.034 0.732 0.627
2 WRF D-1 0.841 1.369 1.181
3 WRF D-2 1.224 2.023 1.362
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.691 3.185 2.752
2 WRF D-1 -2.590 3.123 2.681
3 WRF D-2 -2.377 2.945 2.516
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 43.556 29.026
2 WRF D-1 68.433 54.513
3 WRF D-2 74.910 62.201

Time-Series

Temperature (K)

## Warning: Removed 432 rows containing missing values (geom_point).
## Warning: Removed 432 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)