## 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 0.968 1.522 1.347
2 WRF D-1 0.996 1.275 1.138
3 WRF D-2 -0.011 1.050 0.869
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.601 2.002 1.658
2 WRF D-1 -2.256 2.472 2.259
3 WRF D-2 -3.007 3.250 3.012
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.340 18.507
2 WRF D-1 24.887 18.502
3 WRF D-2 60.531 44.138

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.554 1.863 1.392
2 WRF D-1 0.226 0.853 0.629
3 WRF D-2 -1.679 1.806 1.679
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.994 2.450 2.081
2 WRF D-1 -2.306 2.664 2.411
3 WRF D-2 -2.538 2.735 2.566
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 62.446 43.935
2 WRF D-1 52.745 33.675
3 WRF D-2 76.069 54.728

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.605 1.373 0.916
2 WRF D-1 0.627 1.236 0.938
3 WRF D-2 -1.334 1.585 1.334
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.344 1.642 1.479
2 WRF D-1 -1.415 1.720 1.521
3 WRF D-2 -1.490 1.829 1.607
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 77.578 59.925
2 WRF D-1 74.489 49.428
3 WRF D-2 80.187 57.705

Time-Series

Temperature (K)

## Warning: Removed 256 rows containing missing values (geom_point).
## Warning: Removed 176 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)