## 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 -0.076 0.877 0.684
2 WRF D-1 -0.006 0.585 0.411
3 WRF D-2 -0.976 1.252 1.119
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.496 3.153 2.749
2 WRF D-1 -3.362 4.318 3.901
3 WRF D-2 -2.513 3.301 2.863
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 14.950 10.091
2 WRF D-1 22.668 18.708
3 WRF D-2 19.941 13.012

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.012 1.412 1.082
2 WRF D-1 -1.047 1.335 1.114
3 WRF D-2 -2.167 2.419 2.264
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -4.688 5.161 4.694
2 WRF D-1 -5.382 5.789 5.386
3 WRF D-2 -4.825 5.293 4.825
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.903 12.924
2 WRF D-1 22.641 15.541
3 WRF D-2 34.040 22.200

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.049 0.963 0.733
2 WRF D-1 0.061 0.772 0.626
3 WRF D-2 -1.306 1.686 1.480
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.081 2.566 2.114
2 WRF D-1 -2.130 2.623 2.182
3 WRF D-2 -2.154 2.629 2.192
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 44.715 35.227
2 WRF D-1 44.650 34.868
3 WRF D-2 43.483 37.274

Time-Series

Temperature (K)

## Warning: Removed 408 rows containing missing values (geom_point).
## Warning: Removed 408 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)