## 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 0.428 1.240 1.017
2 WRF D-1 0.303 1.316 1.086
3 WRF D-2 0.134 0.941 0.762
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.369 2.727 2.521
2 WRF D-1 -1.582 2.001 1.821
3 WRF D-2 -1.625 2.106 1.894
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.894 21.251
2 WRF D-1 28.685 22.106
3 WRF D-2 29.338 21.305

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.001 1.275 1.012
2 WRF D-1 -0.927 1.239 0.980
3 WRF D-2 -1.114 1.336 1.156
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.242 3.449 3.275
2 WRF D-1 -2.869 3.063 2.906
3 WRF D-2 -3.059 3.258 3.119
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.896 20.190
2 WRF D-1 27.279 18.545
3 WRF D-2 25.830 16.391

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.207 0.968 0.873
2 WRF D-1 0.344 0.973 0.869
3 WRF D-2 0.280 0.636 0.541
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.279 1.699 1.485
2 WRF D-1 -1.215 1.608 1.428
3 WRF D-2 -1.244 1.637 1.458
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 64.499 48.906
2 WRF D-1 71.530 56.246
3 WRF D-2 68.188 54.574

Time-Series

Temperature (K)

## Warning: Removed 284 rows containing missing values (geom_point).
## Warning: Removed 284 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)