## 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 -0.829 1.012 0.889
2 WRF D-1 -1.475 1.739 1.573
3 WRF D-2 -2.076 2.313 2.089
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.498 4.137 3.552
2 WRF D-1 -3.443 4.485 3.636
3 WRF D-2 -2.932 3.965 3.155
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.330 15.116
2 WRF D-1 30.957 25.269
3 WRF D-2 28.489 22.672

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.893 1.056 0.908
2 WRF D-1 -1.614 1.875 1.636
3 WRF D-2 -2.120 2.398 2.151
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -4.782 5.544 4.847
2 WRF D-1 -4.675 5.502 4.747
3 WRF D-2 -4.409 5.227 4.487
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.798 31.431
2 WRF D-1 41.608 33.457
3 WRF D-2 38.596 27.800

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.510 0.713 0.597
2 WRF D-1 -1.211 1.383 1.225
3 WRF D-2 -1.729 1.884 1.729
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.119 3.420 3.119
2 WRF D-1 -3.097 3.434 3.097
3 WRF D-2 -3.124 3.452 3.124
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.641 29.831
2 WRF D-1 34.417 31.373
3 WRF D-2 30.814 27.165

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)

## Warning: Removed 1 rows containing missing values (geom_point).

Wind Direction (degN)