## 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 0.662 1.948 1.568
2 WRF D-1 1.731 3.011 2.331
3 WRF D-2 1.112 2.489 2.084
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.810 2.797 2.409
2 WRF D-1 -0.135 2.697 2.236
3 WRF D-2 -0.748 2.593 2.287
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.652 51.494
2 WRF D-1 84.373 67.953
3 WRF D-2 76.134 54.569

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.440 1.709 1.388
2 WRF D-1 0.864 2.391 2.045
3 WRF D-2 0.279 2.388 2.187
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.108 2.851 2.470
2 WRF D-1 -1.736 2.898 2.574
3 WRF D-2 -2.121 2.911 2.558
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 62.665 45.092
2 WRF D-1 54.800 38.297
3 WRF D-2 58.147 40.132

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.910 1.245 0.955
2 WRF D-1 1.451 1.890 1.452
3 WRF D-2 0.638 1.722 1.374
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.850 1.666 1.376
2 WRF D-1 -0.840 1.672 1.375
3 WRF D-2 -0.863 1.697 1.408
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 48.859 36.932
2 WRF D-1 43.241 36.323
3 WRF D-2 52.475 44.306

Time-Series

Temperature (K)

## Warning: Removed 41 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)