## 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 -0.756 1.914 1.582
2 WRF D-1 -2.112 2.807 2.558
3 WRF D-2 -2.091 4.196 4.008
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.128 2.688 2.335
2 WRF D-1 -2.306 2.792 2.416
3 WRF D-2 -0.798 1.962 1.534
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.215 27.692
2 WRF D-1 47.296 29.989
3 WRF D-2 75.142 54.495

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.584 1.928 1.522
2 WRF D-1 -2.374 2.781 2.650
3 WRF D-2 -3.155 3.857 3.544
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.805 4.689 3.952
2 WRF D-1 -3.600 4.513 3.764
3 WRF D-2 -2.948 3.952 3.237
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 44.619 32.156
2 WRF D-1 55.566 34.030
3 WRF D-2 72.139 48.381

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.695 1.951 1.614
2 WRF D-1 -2.382 2.826 2.686
3 WRF D-2 -3.421 4.022 3.743
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.570 3.142 2.695
2 WRF D-1 -2.552 3.116 2.674
3 WRF D-2 -2.352 2.948 2.532
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 96.240 90.783
2 WRF D-1 83.938 74.315
3 WRF D-2 70.655 61.032

Time-Series

Temperature (K)

## Warning: Removed 249 rows containing missing values (geom_point).
## Warning: Removed 73 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)