## 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 0.021 1.090 0.785
2 WRF D-1 -1.304 2.076 1.689
3 WRF D-2 0.297 3.033 2.759
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.400 1.642 1.467
2 WRF D-1 -1.410 1.617 1.478
3 WRF D-2 -2.075 2.323 2.100
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.701 19.852
2 WRF D-1 22.299 17.644
3 WRF D-2 39.795 30.812

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.701 1.050 0.801
2 WRF D-1 -1.832 2.087 1.868
3 WRF D-2 -0.706 2.170 1.783
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.971 3.614 3.043
2 WRF D-1 -2.927 3.523 2.991
3 WRF D-2 -3.080 3.844 3.186
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.889 34.073
2 WRF D-1 41.448 25.785
3 WRF D-2 53.189 28.924

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.333 0.940 0.788
2 WRF D-1 -0.294 1.603 1.343
3 WRF D-2 1.166 2.828 2.586
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.992 2.318 2.047
2 WRF D-1 -1.998 2.338 2.066
3 WRF D-2 -2.018 2.335 2.090
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.388 58.321
2 WRF D-1 63.112 45.039
3 WRF D-2 73.975 48.378

Time-Series

Temperature (K)

## Warning: Removed 293 rows containing missing values (geom_point).
## Warning: Removed 250 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)