## 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 1.593 1.805 1.600
2 WRF D-1 1.092 1.444 1.319
3 WRF D-2 0.361 1.318 1.041
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.803 2.156 1.852
2 WRF D-1 -1.525 1.927 1.633
3 WRF D-2 -1.255 1.841 1.548
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 26.345 19.188
2 WRF D-1 38.738 28.678
3 WRF D-2 43.239 31.135

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.532 1.034 0.804
2 WRF D-1 0.391 1.194 0.945
3 WRF D-2 -0.242 1.441 1.065
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.426 3.614 3.426
2 WRF D-1 -3.415 3.591 3.415
3 WRF D-2 -3.237 3.445 3.241
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.341 15.586
2 WRF D-1 27.235 22.718
3 WRF D-2 38.148 28.728

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.855 1.174 0.921
2 WRF D-1 0.456 0.918 0.724
3 WRF D-2 -0.295 1.306 1.058
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.177 3.357 3.177
2 WRF D-1 -3.061 3.213 3.061
3 WRF D-2 -3.019 3.171 3.019
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 25.885 18.980
2 WRF D-1 20.747 16.168
3 WRF D-2 29.800 24.007

Time-Series

Temperature (K)

## Warning: Removed 524 rows containing missing values (geom_point).
## Warning: Removed 524 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)