## 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 0.262 1.420 1.118
2 WRF D-1 -1.020 2.606 2.228
3 WRF D-2 -1.436 2.221 1.948
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.322 2.375 1.787
2 WRF D-1 -1.882 2.783 2.192
3 WRF D-2 -1.600 2.742 2.193
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 37.408 28.777
2 WRF D-1 36.290 24.543
3 WRF D-2 29.165 21.085

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.953 1.626 1.452
2 WRF D-1 -2.196 2.684 2.274
3 WRF D-2 -2.442 2.753 2.487
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.181 3.548 3.207
2 WRF D-1 -3.704 4.066 3.715
3 WRF D-2 -3.784 4.126 3.802
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.335 16.503
2 WRF D-1 29.863 22.393
3 WRF D-2 28.330 20.309

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.517 0.950 0.832
2 WRF D-1 -1.807 2.013 1.807
3 WRF D-2 -1.979 2.177 2.013
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.494 2.881 2.612
2 WRF D-1 -2.526 2.937 2.632
3 WRF D-2 -2.595 2.994 2.710
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.512 40.225
2 WRF D-1 37.831 30.632
3 WRF D-2 38.425 31.018

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)