## 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 0.011 0.728 0.488
2 WRF D-1 -0.268 1.112 0.869
3 WRF D-2 -0.298 0.884 0.719
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.261 3.768 3.298
2 WRF D-1 -2.665 3.364 2.779
3 WRF D-2 -2.837 3.509 2.928
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.454 15.566
2 WRF D-1 25.034 18.547
3 WRF D-2 28.755 20.120

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.041 0.862 0.743
2 WRF D-1 -0.362 1.356 1.109
3 WRF D-2 -0.433 1.137 0.954
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -4.366 4.709 4.370
2 WRF D-1 -4.175 4.543 4.188
3 WRF D-2 -4.496 4.855 4.502
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.121 19.571
2 WRF D-1 21.356 17.835
3 WRF D-2 27.262 20.691

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.241 0.517 0.399
2 WRF D-1 -0.193 1.094 0.920
3 WRF D-2 -0.124 0.824 0.681
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.742 3.098 2.786
2 WRF D-1 -2.588 2.940 2.647
3 WRF D-2 -2.661 2.995 2.706
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.249 35.351
2 WRF D-1 36.006 32.243
3 WRF D-2 42.398 36.227

Time-Series

Temperature (K)

## Warning: Removed 296 rows containing missing values (geom_point).
## Warning: Removed 296 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)