## 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 1.764 2.552 1.786
2 WRF D-1 1.164 2.074 1.227
3 WRF D-2 0.586 2.099 1.181
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.031 1.403 1.112
2 WRF D-1 -0.129 1.545 1.185
3 WRF D-2 -0.056 1.688 1.281
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 52.941 38.581
2 WRF D-1 66.544 51.999
3 WRF D-2 77.146 58.686

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 3.144 4.649 3.173
2 WRF D-1 2.994 4.684 3.057
3 WRF D-2 1.374 3.736 2.423
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.705 2.326 2.002
2 WRF D-1 -1.772 2.270 1.953
3 WRF D-2 -1.312 2.201 1.850
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 81.926 65.627
2 WRF D-1 102.324 84.775
3 WRF D-2 71.974 55.519

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.779 3.985 2.810
2 WRF D-1 2.737 4.122 2.766
3 WRF D-2 1.004 2.825 1.738
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.812 1.562 1.300
2 WRF D-1 -0.752 1.528 1.254
3 WRF D-2 -0.765 1.593 1.295
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 70.397 55.327
2 WRF D-1 79.833 67.945
3 WRF D-2 65.302 47.121

Time-Series

Temperature (K)

## Warning: Removed 315 rows containing missing values (geom_point).
## Warning: Removed 117 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)