## 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 -0.847 1.148 1.022
2 WRF D-1 -1.022 1.256 1.091
3 WRF D-2 -0.857 1.030 0.870
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.183 2.767 2.322
2 WRF D-1 -2.495 3.021 2.612
3 WRF D-2 -1.808 2.197 1.859
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 14.586 12.352
2 WRF D-1 15.844 13.114
3 WRF D-2 19.281 17.022

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.684 1.918 1.713
2 WRF D-1 -2.055 2.211 2.058
3 WRF D-2 -2.556 2.699 2.556
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.818 3.016 2.818
2 WRF D-1 -2.914 3.087 2.914
3 WRF D-2 -2.656 2.870 2.660
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.450 17.400
2 WRF D-1 23.009 18.128
3 WRF D-2 22.765 20.696

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.492 1.038 0.870
2 WRF D-1 -0.867 0.994 0.919
3 WRF D-2 -1.292 1.395 1.292
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.369 2.605 2.369
2 WRF D-1 -2.330 2.576 2.330
3 WRF D-2 -2.334 2.576 2.334
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.829 15.202
2 WRF D-1 15.107 11.763
3 WRF D-2 17.668 14.700

Time-Series

Temperature (K)

## Warning: Removed 284 rows containing missing values (geom_point).
## Warning: Removed 284 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)