## 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 0.777 1.553 1.238
2 WRF D-1 -0.325 1.788 1.492
3 WRF D-2 0.021 1.409 1.142
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.599 1.650 1.338
2 WRF D-1 -1.202 2.056 1.666
3 WRF D-2 0.199 2.088 1.780
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.255 33.690
2 WRF D-1 52.706 34.416
3 WRF D-2 55.339 33.787

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.419 2.423 1.633
2 WRF D-1 -2.881 3.917 2.881
3 WRF D-2 -1.515 2.152 1.820
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.542 2.683 2.542
2 WRF D-1 -2.756 2.905 2.756
3 WRF D-2 -2.005 2.180 2.005
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.285 15.270
2 WRF D-1 19.356 16.384
3 WRF D-2 24.683 20.714

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.725 2.548 2.104
2 WRF D-1 -1.945 3.051 2.309
3 WRF D-2 -0.710 2.097 1.782
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.417 1.832 1.616
2 WRF D-1 -1.363 1.805 1.600
3 WRF D-2 -1.199 1.671 1.470
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 90.145 60.178
2 WRF D-1 83.015 50.960
3 WRF D-2 81.081 58.190

Time-Series

Temperature (K)

## Warning: Removed 283 rows containing missing values (geom_point).
## Warning: Removed 185 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)