## 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 -0.459 1.854 1.627
2 WRF D-1 0.078 1.681 1.473
3 WRF D-2 0.552 1.150 0.916
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.662 2.234 1.956
2 WRF D-1 -1.775 2.321 1.990
3 WRF D-2 -2.721 2.990 2.732
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.975 12.941
2 WRF D-1 17.652 13.806
3 WRF D-2 34.888 22.047

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.737 2.017 1.808
2 WRF D-1 0.502 2.155 1.768
3 WRF D-2 0.408 1.653 1.297
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.205 2.456 2.226
2 WRF D-1 -2.259 2.648 2.372
3 WRF D-2 -2.650 2.908 2.653
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 23.823 19.271
2 WRF D-1 32.164 24.931
3 WRF D-2 51.835 38.924

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.230 2.300 1.945
2 WRF D-1 2.375 2.996 2.545
3 WRF D-2 2.321 2.664 2.370
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.075 1.121 1.026
2 WRF D-1 0.165 1.093 1.010
3 WRF D-2 0.118 1.124 1.032
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 145.490 136.108
2 WRF D-1 141.449 131.902
3 WRF D-2 129.846 119.212

Time-Series

Temperature (K)

## Warning: Removed 3 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)