## 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 -0.971 1.554 1.322
2 WRF D-1 -1.367 1.721 1.466
3 WRF D-2 -1.019 1.607 1.314
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.834 2.014 1.838
2 WRF D-1 -1.143 1.735 1.467
3 WRF D-2 -1.065 1.640 1.389
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 13.933 11.084
2 WRF D-1 15.663 12.662
3 WRF D-2 17.682 14.073

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.002 2.443 2.091
2 WRF D-1 -2.098 2.167 2.098
3 WRF D-2 -1.634 2.055 1.768
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.708 2.077 1.826
2 WRF D-1 -1.508 2.110 1.723
3 WRF D-2 -1.400 1.975 1.642
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.434 30.712
2 WRF D-1 43.912 34.974
3 WRF D-2 40.841 32.531

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.197 2.075 1.662
2 WRF D-1 -1.213 1.385 1.213
3 WRF D-2 -0.843 1.270 1.072
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.867 1.515 1.310
2 WRF D-1 -0.829 1.516 1.314
3 WRF D-2 -0.777 1.507 1.329
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 79.093 64.878
2 WRF D-1 82.330 67.593
3 WRF D-2 78.077 64.269

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)