## 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 -0.141 0.887 0.743
2 WRF D-1 0.214 2.510 1.865
3 WRF D-2 -1.172 3.277 2.827
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.388 0.941 0.799
2 WRF D-1 -0.241 1.077 0.890
3 WRF D-2 0.012 1.360 1.101
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.036 39.574
2 WRF D-1 79.156 63.841
3 WRF D-2 77.771 63.914

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.820 1.436 1.000
2 WRF D-1 -0.579 2.169 1.762
3 WRF D-2 -1.509 3.198 2.559
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.094 1.888 1.433
2 WRF D-1 -0.942 1.897 1.465
3 WRF D-2 -0.787 1.946 1.523
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 74.431 51.260
2 WRF D-1 76.531 54.869
3 WRF D-2 79.446 63.085

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.402 1.132 0.932
2 WRF D-1 0.078 2.268 1.744
3 WRF D-2 -0.844 3.175 2.618
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.964 1.445 1.217
2 WRF D-1 -0.923 1.426 1.217
3 WRF D-2 -0.854 1.397 1.175
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 84.936 71.418
2 WRF D-1 94.439 87.361
3 WRF D-2 97.198 88.578

Time-Series

Temperature (K)

## Warning: Removed 244 rows containing missing values (geom_point).
## Warning: Removed 156 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)