## 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 -0.062 0.762 0.628
2 WRF D-1 -0.541 0.852 0.628
3 WRF D-2 -1.466 1.692 1.514
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.883 1.974 1.700
2 WRF D-1 -1.612 2.344 2.030
3 WRF D-2 -1.298 2.314 1.999
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 85.969 66.022
2 WRF D-1 79.321 60.509
3 WRF D-2 80.655 58.825

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.838 1.238 0.931
2 WRF D-1 -1.684 1.773 1.684
3 WRF D-2 -2.188 2.384 2.188
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.453 2.148 1.869
2 WRF D-1 -1.747 2.297 2.061
3 WRF D-2 -1.641 2.233 1.989
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 78.325 64.743
2 WRF D-1 73.642 66.923
3 WRF D-2 66.041 52.095

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.308 1.177 0.943
2 WRF D-1 -1.379 1.528 1.379
3 WRF D-2 -1.869 2.057 1.869
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.082 1.429 1.267
2 WRF D-1 -1.111 1.454 1.312
3 WRF D-2 -1.073 1.433 1.275
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.343 51.103
2 WRF D-1 79.330 66.737
3 WRF D-2 58.547 47.645

Time-Series

Temperature (K)

## Warning: Removed 304 rows containing missing values (geom_point).
## Warning: Removed 304 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)