## 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 -0.147 2.010 1.795
2 WRF D-1 0.341 1.718 1.430
3 WRF D-2 0.364 2.456 2.092
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.097 2.449 2.141
2 WRF D-1 -0.330 2.274 1.812
3 WRF D-2 -0.634 2.497 2.002
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 14.069 11.518
2 WRF D-1 16.586 12.976
3 WRF D-2 24.251 19.141

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.372 2.117 1.859
2 WRF D-1 -1.196 1.971 1.730
3 WRF D-2 -0.955 2.552 2.243
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.589 3.910 3.596
2 WRF D-1 -3.482 3.855 3.487
3 WRF D-2 -3.558 3.883 3.566
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.741 13.965
2 WRF D-1 18.671 16.032
3 WRF D-2 18.288 15.539

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.486 1.608 1.411
2 WRF D-1 -0.290 1.625 1.400
3 WRF D-2 -0.213 2.243 1.959
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.304 1.701 1.506
2 WRF D-1 -1.234 1.632 1.434
3 WRF D-2 -1.263 1.698 1.494
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 67.463 44.239
2 WRF D-1 67.007 43.720
3 WRF D-2 61.512 42.180

Time-Series

Temperature (K)

## Warning: Removed 312 rows containing missing values (geom_point).
## Warning: Removed 312 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)