## 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 0.019 1.048 0.794
2 WRF D-1 -1.282 1.896 1.734
3 WRF D-2 -1.554 1.991 1.800
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.022 1.726 1.504
2 WRF D-1 -1.135 1.528 1.281
3 WRF D-2 -0.047 1.299 1.023
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.266 15.900
2 WRF D-1 18.812 15.037
3 WRF D-2 16.035 12.791

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.017 1.305 1.135
2 WRF D-1 -1.324 2.273 2.038
3 WRF D-2 -1.604 2.521 2.221
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.249 2.635 2.280
2 WRF D-1 -2.378 2.719 2.378
3 WRF D-2 -1.872 2.365 1.939
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.455 14.998
2 WRF D-1 15.562 13.380
3 WRF D-2 15.276 11.912

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.111 0.901 0.746
2 WRF D-1 -1.300 1.603 1.370
3 WRF D-2 -1.414 1.830 1.550
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.821 3.244 2.821
2 WRF D-1 -2.845 3.279 2.845
3 WRF D-2 -2.786 3.214 2.786
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.495 18.487
2 WRF D-1 17.987 14.361
3 WRF D-2 21.341 16.421

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)