## 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 1.208 1.486 1.387
2 WRF D-1 0.766 1.160 1.018
3 WRF D-2 0.729 1.803 1.322
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.185 2.301 1.944
2 WRF D-1 -0.550 1.666 1.373
3 WRF D-2 -1.017 2.297 2.016
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 74.207 53.659
2 WRF D-1 65.722 42.804
3 WRF D-2 82.059 65.777

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.769 0.935 0.788
2 WRF D-1 0.558 0.980 0.771
3 WRF D-2 1.963 2.845 2.572
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.851 2.362 1.960
2 WRF D-1 -1.809 2.388 2.038
3 WRF D-2 -2.023 2.588 2.251
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 45.405 30.636
2 WRF D-1 59.090 43.211
3 WRF D-2 81.433 64.682

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.732 0.903 0.733
2 WRF D-1 0.659 0.939 0.781
3 WRF D-2 1.700 2.265 2.054
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.493 1.319 1.005
2 WRF D-1 -0.502 1.297 0.959
3 WRF D-2 -0.482 1.308 1.013
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 80.365 69.953
2 WRF D-1 89.267 74.869
3 WRF D-2 92.890 85.017

Time-Series

Temperature (K)

## Warning: Removed 496 rows containing missing values (geom_point).
## Warning: Removed 496 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)