## 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 1.534 2.102 1.580
2 WRF D-1 0.539 0.959 0.774
3 WRF D-2 1.408 1.585 1.427
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.742 2.575 2.067
2 WRF D-1 0.306 2.150 1.782
3 WRF D-2 -1.242 2.391 1.971
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 48.656 35.357
2 WRF D-1 45.024 29.670
3 WRF D-2 43.011 26.638

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.634 2.562 1.838
2 WRF D-1 0.182 1.045 0.895
3 WRF D-2 1.204 1.457 1.314
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.291 3.107 2.681
2 WRF D-1 -2.205 3.141 2.744
3 WRF D-2 -2.998 3.679 3.204
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.586 23.981
2 WRF D-1 20.132 14.615
3 WRF D-2 20.978 14.533

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.040 2.740 2.060
2 WRF D-1 0.404 1.061 0.890
3 WRF D-2 1.686 1.998 1.750
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.336 3.088 2.616
2 WRF D-1 -2.272 3.068 2.588
3 WRF D-2 -2.548 3.310 2.809
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 78.428 72.510
2 WRF D-1 73.952 67.102
3 WRF D-2 75.078 68.522

Time-Series

Temperature (K)

## Warning: Removed 396 rows containing missing values (geom_point).
## Warning: Removed 396 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)