## 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 -1.221 1.383 1.252
2 WRF D-1 -2.051 2.147 2.051
3 WRF D-2 -2.796 2.840 2.796
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.756 1.952 1.764
2 WRF D-1 -1.470 1.768 1.547
3 WRF D-2 -1.053 1.384 1.179
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 12.324 9.988
2 WRF D-1 16.663 14.149
3 WRF D-2 16.538 14.717

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.325 1.480 1.351
2 WRF D-1 -2.174 2.322 2.174
3 WRF D-2 -3.049 3.127 3.049
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.453 1.742 1.483
2 WRF D-1 -1.560 1.852 1.585
3 WRF D-2 -1.087 1.448 1.169
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 18.905 16.223
2 WRF D-1 25.590 21.844
3 WRF D-2 24.791 21.643

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.804 1.153 0.942
2 WRF D-1 -1.956 2.057 1.956
3 WRF D-2 -2.781 2.864 2.781
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.909 2.116 1.909
2 WRF D-1 -1.853 2.079 1.853
3 WRF D-2 -1.706 1.930 1.706
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 43.059 41.752
2 WRF D-1 44.372 39.292
3 WRF D-2 40.064 37.743

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)