## 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 -0.205 0.744 0.553
2 WRF D-1 -0.539 0.820 0.633
3 WRF D-2 -1.198 1.383 1.200
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.047 1.595 1.263
2 WRF D-1 -1.173 1.594 1.369
3 WRF D-2 -1.592 1.798 1.623
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 10.236 8.372
2 WRF D-1 12.621 10.276
3 WRF D-2 14.959 12.412

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.977 1.285 0.986
2 WRF D-1 -0.862 1.207 0.958
3 WRF D-2 -1.943 2.072 1.943
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.181 3.488 3.183
2 WRF D-1 -3.200 3.481 3.200
3 WRF D-2 -3.598 3.784 3.598
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 10.553 8.642
2 WRF D-1 10.584 8.584
3 WRF D-2 27.331 17.909

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.170 1.021 0.805
2 WRF D-1 -0.006 1.022 0.896
3 WRF D-2 -1.058 1.466 1.164
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.134 0.996 0.889
2 WRF D-1 -0.101 0.999 0.904
3 WRF D-2 -0.190 0.983 0.833
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 151.046 150.989
2 WRF D-1 157.709 157.655
3 WRF D-2 160.536 159.767

Time-Series

Temperature (K)

## Warning: Removed 223 rows containing missing values (geom_point).
## Warning: Removed 119 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)