## 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 -0.870 1.309 1.072
2 WRF D-1 -1.202 1.480 1.281
3 WRF D-2 -1.036 1.657 1.322
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.951 2.557 2.223
2 WRF D-1 -1.640 2.017 1.763
3 WRF D-2 -2.288 2.643 2.396
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.138 16.463
2 WRF D-1 21.030 15.847
3 WRF D-2 25.879 20.977

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.650 1.656 1.481
2 WRF D-1 -0.978 1.664 1.420
3 WRF D-2 -0.588 1.667 1.499
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.567 2.816 2.573
2 WRF D-1 -2.338 2.613 2.367
3 WRF D-2 -2.744 2.993 2.748
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.306 21.484
2 WRF D-1 24.486 18.438
3 WRF D-2 36.885 28.089

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.561 1.592 1.235
2 WRF D-1 0.323 1.333 1.102
3 WRF D-2 0.823 1.592 1.211
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.194 1.606 1.452
2 WRF D-1 -1.095 1.527 1.375
3 WRF D-2 -1.191 1.592 1.430
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 75.548 62.244
2 WRF D-1 74.982 61.255
3 WRF D-2 75.518 61.611

Time-Series

Temperature (K)

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

Wind Speed (m/s)

Wind Direction (degN)