## 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 -0.774 2.479 2.063
2 WRF D-1 -1.340 3.043 2.414
3 WRF D-2 -1.978 3.548 2.694
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.339 2.027 1.627
2 WRF D-1 -0.129 1.602 1.197
3 WRF D-2 -0.185 2.407 1.749
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 50.708 31.812
2 WRF D-1 55.917 37.881
3 WRF D-2 53.796 44.624

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.212 4.117 3.475
2 WRF D-1 -3.840 4.731 4.242
3 WRF D-2 -4.878 5.467 4.878
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.360 2.697 2.474
2 WRF D-1 -1.830 2.346 2.170
3 WRF D-2 -1.785 2.399 2.176
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 59.775 34.058
2 WRF D-1 54.597 40.169
3 WRF D-2 57.705 46.548

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.887 3.727 3.153
2 WRF D-1 -3.515 4.232 3.882
3 WRF D-2 -4.643 4.973 4.643
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.541 1.913 1.715
2 WRF D-1 -1.458 1.858 1.658
3 WRF D-2 -1.381 1.810 1.627
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.887 47.006
2 WRF D-1 78.926 49.373
3 WRF D-2 71.332 43.503

Time-Series

Temperature (K)

## Warning: Removed 230 rows containing missing values (geom_point).
## Warning: Removed 155 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)