## 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 -0.921 1.225 1.051
2 WRF D-1 -0.809 1.305 1.190
3 WRF D-2 -0.426 1.494 1.346
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.000 2.490 2.196
2 WRF D-1 -2.169 2.553 2.245
3 WRF D-2 -1.846 2.416 1.977
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.539 11.791
2 WRF D-1 14.153 10.753
3 WRF D-2 17.786 12.761

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.639 1.896 1.641
2 WRF D-1 -1.457 1.980 1.745
3 WRF D-2 -0.970 2.052 1.784
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.182 3.507 3.247
2 WRF D-1 -3.292 3.635 3.358
3 WRF D-2 -3.182 3.576 3.259
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 25.332 18.141
2 WRF D-1 26.091 19.608
3 WRF D-2 34.242 22.440

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.427 1.078 0.810
2 WRF D-1 -0.204 0.965 0.792
3 WRF D-2 0.323 1.286 1.142
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.115 1.661 1.432
2 WRF D-1 -1.121 1.670 1.443
3 WRF D-2 -1.083 1.640 1.416
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 88.927 66.151
2 WRF D-1 94.101 70.275
3 WRF D-2 78.861 59.527

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)